SlideShare uma empresa Scribd logo
1 de 55
Baixar para ler offline
10/21/2012




            How to Domesticate the Multi-Channel
                  Communication Monster
                                                       Dieter Fensel and many others

                                              STI Innsbruck, University of Innsbruck




©www.sti-innsbruck.at INNSBRUCK www.sti-innsbruck.at
  Copyright 2008 STI




  The Crazy Hotelier


  The Hotelier of today has to deal with many different communication channels:




                                                                HOTEL
                                                              RECEPTION




 www.sti-innsbruck.at                                                                  2




                                                                                                   1
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  3




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  4




                                                                                                                  2
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  5




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  6




                                                                                                                  3
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  7




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  8




                                                                                                                  4
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                      9




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites
                                                                                 - social network sites




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  10




                                                                                                                      5
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites
                                                                                 - social network sites
                                                                                 - blogs




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  11




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites
                                                                                 - social network sites
                                                                                 - blogs
                                                                                 - fora & destination sites




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  12




                                                                                                                      6
10/21/2012




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites
                                                                                 - social network sites
                                                                                 - blogs
                                                                                 - fora & destination sites
                                                                                 - chat




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  13




 The Crazy Hotelier


 The Hotelier of today has to deal with many different communication channels:   - walk-in customer
                                                                                 - telephone
                                                                                 - email
                                                                                 - fax
                                                                                 - hotel website
                                                                                 - review sites
                                                                                 - booking sites
                                                                                 - social network sites
                                                                                 - blogs
                                                                                 - fora & destination sites
                                                                                 - chat
                                                                                 - video & photo sharing




                                            HOTEL
                                          RECEPTION




www.sti-innsbruck.at                                                                                  14




                                                                                                                      7
10/21/2012




 The Crazy Hotelier


                                      The Hotelier doesn’t
                                      only have to deal with
                                      an         overwhelming
                                      number                of
                                      communication
                                      channels, but also has
                                      to pay up to 15% sales
                                      commissions to the
                                      booking sites!




                         HOTEL
                       RECEPTION




www.sti-innsbruck.at                                      15




 The Crazy Hotelier


                                   Tyrol:
                                   -> 40 million overnight stays
                                   -> 3 billion € transaction
                                      volume
                                   -> 70 million € sales
                                      commission




                         HOTEL
                       RECEPTION




www.sti-innsbruck.at                                      16




                                                                           8
10/21/2012




 (Mulpuru, Harteveldt, & Roberge, 2011)



 Call this “the growth of the multichannel monster”




www.sti-innsbruck.at                                     17




 Content



 1. Multi-channel Dissemination

 2. Social M di M it i
 2 S i l Media Monitoring

 3. Four Roles for Semantics

 4. Semantic Communication Engine Innsbruck (SCEI*sky)

 5. Seekda Social Agent (SESA)

 6.
 6 Summary




www.sti-innsbruck.at                                     18




                                                                      9
10/21/2012




 MULTI-CHANNEL DISSEMINATION


www.sti-innsbruck.at                                                                                                                 19




 Dissemination


 •       Dissemination refers to the process of broadcasting a
         message to the public without direct feedback from the
         audience

 •       Takes the traditional view of communication which
         involves a sender and a receiver.

 •       “In telecommunications and computer networking,                        a
         communication channel, or channel, refers either to                    a
         physical transmission medium such as a wire, or to                     a
         logical connection over a multiplexed medium such as                   a
         radio channel.” (Wikipedia).

 •       There are various types of such channels.




                                                                                                                                   20
                                                 Image taken from: http://nichcy.org/wp-content/uploads/2011/01/rsz_1rsz_dissemination2.jpg


www.sti-innsbruck.at




                                                                                                                                                     10
10/21/2012




    Dissemination




    Classification of channels by the type of service they provide:
          –Static Broadcasting
           St ti B    d   ti

          –Dynamic Broadcasting

          –Sharing

          –Collaboration

          –Social Networks

          –Internet Forum and Discussion Boards
           Internet

          –On-line Group Communication

          –Semantic-based Communication




                                      Image taken from: http://www.softicons.com/free-icons/application-icons/or-applications-icons-by-iconleak/file-cabinet-icon


www.sti-innsbruck.at                                                                                                                                 21




    Static Broadcasting

•      Prehistoric methods of dissemination: cave drawings, stories of triumphs on
       columns and arches, history on pyramids, stones with messages




•      More modern means: printed press, newspapers, journals




•      Online static dissemination: homepage …. And various web sites




www.sti-innsbruck.at                                                                                                                                 22




                                                                                                                                                                           11
10/21/2012




  Static Broadcasting




                                 Homepage Example




    Static Website Example
    St ti W b it E      l

   The same hotel mentioned 
    on Wikitravel’s entry for 
          Innsbruck



 www.sti-innsbruck.at                               23




  Static Broadcasting




  Static Website Example




Entry in Wikipedia for Hotel 
       Goldener Adler




 www.sti-innsbruck.at                               24




                                                                12
10/21/2012




 Dynamic Communication



 Small piece of content that is dependent
 on constraints such as time or location.

 Examples of tools (organized considering first
 the length of message and second – the level of
 interactivity)

 •       News Feeds (f.e., RSS)
 •       Newsletters
 •       Email / Email lists
 •       Podcasts
 •       Microblogs (twitter, tumblr, …)
 •       Blogs
 •       Social networks
 •       Chat and instant messaging applications
         (skype, messenger, …)



www.sti-innsbruck.at                                                                        25




 Sharing



 •       There are a large number of Web 2.0 websites that support the sharing of information
         items such as: bookmarks, images, slides, and videos, etc.

 •       Provided by hosting services (images, videos, slides are stored on a server)




www.sti-innsbruck.at                                                                        26




                                                                                                        13
10/21/2012




 Sharing


 •       Can use specialized applications (see below) of features of other platforms and
         services (e.g. share photos through Facebook)


 •       Examples:
           –      Flickr, Pinterest – means of exchanging photos, visible to all users (no account necessary),
                  allows users to post comments;
           –      Slideshare – channel for storing and exchanging presentations;
           –      YouTube and VideoLectures – sharing videos, all users can see the posted videos and leave
                  comments on the websites
           –      Social Bookmark sites: e.g. delicious, digg, StumbleUpon
           –      Social News websites: e.g. reddit




www.sti-innsbruck.at                                                                                                  27




 Dissemination through Collaboration


 Wiki
 •       “Wiki” = Hawaiian word for “fast” of “quick”.
 •       Described by the developer of the first wiki software Ward Cunningham as the
                                                        software,   Cunningham,
         “simplest online database that could possibly work”*.
 •       Websites whose users can add, modify or delete content via a web browser using
         simplified markup language or a rich-text editor.
 •       Most of the content is created collaboratively.
 •       Often used for internal collaboration, however, when public also
         an indirect means for dissemination.




                                                                                      *http://www.wiki.org/wiki.cgi?WhatIsWiki
www.sti-innsbruck.at                                                                                                  28




                                                                                                                                        14
10/21/2012




 Social Networks


 •       Provide a community aspect, i.e. forms a community that shares information in a
         multi-directional way

 •       Common features (regardless of platform):
                         ( g            p       )
           –      construct a public/semi-public profile;
           –      articulate list of other users that they share a connection with;
           –      view the list of connections within the system

 •       Some sites allow users to upload pictures, add multimedia content or modify the look
         and feel of the profile

 •       Social networks typically offer more than one channel of dissemination (thus they will
         be considered platforms with many available dissemination channels):
           –      Facebook: Pages, Groups, Share options
           –      LinkedIn and Xing are focused on professional use and fit the purpose of organizations




www.sti-innsbruck.at                                                                                       29




 Internet Forums and Discussion Boards


 •       Web applications managing user-generated content
 •       Early forums can be described as a web version of an email list or newsgroup
 •       Internet forums are prevalent in several countries: Japan, China
 •       Are governed by a set of rules
 •       Users have a specific designated role, e.g. moderator, administrator




www.sti-innsbruck.at                                                                                       30




                                                                                                                       15
10/21/2012




 Group Communication



 •       Many-to-many
 •       Threaded conversations
 •       Usually created on a particular topic
         U     ll       d          i l       i
 •       Have different access levels
 •       Better for disseminating within a group that shares common interests as the purpose
         of the services is to enable collaboration, information sharing and discussions
 •       Exampled: Google Groups, Facebook Groups, Yahoo! Groups, LinkedIn Groups,
         Xing Groups.
 •       Similar in many ways to Discussion boards and Internet Forums




www.sti-innsbruck.at                                                                           31




 Semantic Based Dissemination


 Rich Snippets

 •       Snippets—the few lines of text that appear under every search result—are designed
         to give users a sense for what’s on the page and why it’s relevant to their query.
                                   what s                     it s

 •       If Google understands the content on your pages, it can create rich snippets—
         detailed information intended to help users with specific queries.




www.sti-innsbruck.at                                                                           32




                                                                                                           16
10/21/2012




 Semantic Based Dissemination


 Overview

                                     •   Format is an explicit set of requirements to be
                                         satisfied by a material, product, or service.
                                          –   The most known examples are RDF and OWL.
   Format
   e.g. RDFa                         •   A (Semantic Web) vocabulary can be considered
                                         as a special form of (usually light-weight) ontology,
                                         or sometimes also merely as a collection of URIs
                                         with an (usually informally) described meaning*.



                                                           Implementation
                                                           I l      t ti
                                                             e.g. OWLIM

                                     •   Implementation realization of an application, plan,
                       Vocabulary        idea, model, or design.
                         e.g. foaf


www.sti-innsbruck.at                                                                     33




 Semantic Based Dissemination: Formats



                                                            RDFs
                                                            1998
                                                            RDF
                                                            1999
                                                            RDFa
                                                            2004
                                                     Microformats
                                                            2005
HTML Meta                                                   OWL
 Elements                                                   2007
                                                           SPARQL
                                                            2008
                                                           OWL 2
                                                            2009
                                                             RIF
                                                            2010
                                                          Microdata
                                                            2011

                                              RDFa lite               June 2012

www.sti-innsbruck.at                                                                     34




                                                                                                        17
10/21/2012




 Semantic Channels: Vocabularies


 •       A (Semantic Web) vocabulary can be considered a special form of (usually light-
         weight) ontology, or sometimes also merely as a collection of URIs with a (usually
         informally) described meaning.

 •       For us these vocabularies are channels (roughly a vocabulary corresponds to a
         platform and a term to a channel).




www.sti-innsbruck.at                                                                      35




 Semantic Channels: Vocabularies




                         ... and a lot more
www.sti-innsbruck.at                                                                      36




                                                                                                      18
10/21/2012




 Overview of Channels




www.sti-innsbruck.at             37




       SOCIAL MEDIA MONITORING

www.sti-innsbruck.at             38




                                             19
10/21/2012




 What is Social Media Monitoring?


 Definition*

 Social Media Monitoring is the continuous systematic observation and
 analysis of social media networks and social communities It supports a
                                                     communities.
 quick overview and insight into topics and opinions on the social web.




                                                              *http://de.wikipedia.org/wiki/Social_Media#Monitoring

www.sti-innsbruck.at                                                                                    39




 Social Media Monitoring



 •       Social Media Monitoring tools facilitate the listening of what people say
         about various topics in the social media sphere (blogs, twitter, Facebook,
         etc.)
 •       Listening: is active, focused, concentrated attention for the purpose of
         understanding the meanings expressed by a speaker.




www.sti-innsbruck.at                                                                                    40




                                                                                                                             20
10/21/2012




 Social Media Monitoring
         Channels to analyze

                                                              FORUMS/NEWSGROUPS


                                                                                MICROBLOGS
          VIDEO SHARING


                                                                                       SOCIAL NETWORKS

               WIKIS



                                                                                      SOCIAL MEDIA NEWS
PHOTO SHARING                                                                         AGGREGATORS




                                   BLOGS                                  MAINSTREAM MEDIA

www.sti-innsbruck.at                                                                                        41




 Channels to analyze


 1.        Social networks, e.g.:
                                                                •   Twitter:

                                                                      – 200 million Tweets per day (2011)
           •      Facebook (Q1 2012):
                                                                      – 200K Tweets per minute

                       – 526 million daily active users

                                                                •   LinkedIn: 147 million users
                       – 3.2 billion Likes and Comments per
                         day


                       – 500K comments per minute               •   Google+: 170 million users


                       – 700K status updates per minute


                       – 80K wall posts per minute




www.sti-innsbruck.at                                                                                        42




                                                                                                                        21
10/21/2012




 Channels to analyze


 2.        Sharing networks, e.g.:


           •      YouTube:

                       – 4 billion videos are viewed a day

                       – 100 million people take a social action on YouTube every week (likes, shares,
                         comments, etc)



           •      Flickr: >6.500 new photos per minute



           •      Pinterest:
                       – 13 million users
                       – American users spend an average of 97.8 minutes




www.sti-innsbruck.at                                                                                            43




 Channels to analyze


 3.        Email lists                                       4.   Group Communication and
                                                                  Message Boards (e.g. Google
                                                                  Groups, Yahoo! Groups, Facebook
          •            2172 million Email users                   Groups, etc.)
                                                                  Groups etc )

                                                                  •   Forums: 2K posts per minute

          •            3375 million Active email                  •   Yahoo! Groups:
                       accounts
                                                                       –   9 million groups

          •            2.8 million emails per second                   –   113 million users


                                                                       –   933 thousand unique visitors daily
          •            90 trillion emails per year




www.sti-innsbruck.at                                                                                            44




                                                                                                                            22
10/21/2012




 Channels to analyze


 5.        News feeds                                          6.   Blogs:

                                                                    •   >95 million blogs available online
          •            Total Feeds*: 694,311
                             Feeds : 694 311
                                                                    •   22K posts per minute

          •            Atom Feeds*: 86,496                          •   Tumblr (Q2 2012):

                                                                        – 55.9 Million blogs
          •            RSS feeds*: 438,102 (63% of                      – 23.3 Billion posts
                       the total)
                                                                        – 20K posts per minute

                                                                    •   WordPress (Q2 2012)

                                                                        – 73.724.911 WordPress sites




                                                                                                 *source: http://www.syndic8.com


www.sti-innsbruck.at                                                                                               45




 Channels to analyze


 7.        Traditional mediums:                                         8.   Online News:


           •      TV:                                                        •    News websites: >25 000
                                                                                                 >25.000

                       – 365 TV channels licensed in Germany


                                                                             •    Online radio stations:
           •      Radio:                                                          >2700 Online radio
                                                                                  stations in Germany
                       – 822 Radio stations in Germany



           •      Print medi ms (ne spapers magazines)
                        mediums (newspapers, maga ines)

                       – 382 Daily newspapers in Germany

                       – 4180 Weekly magazines in Germany




www.sti-innsbruck.at                                                                                               46




                                                                                                                                          23
10/21/2012




 Social Media Monitoring




www.sti-innsbruck.at             47




       FOUR ROLES FOR SEMANTIC
       TECHNOLOGIES

www.sti-innsbruck.at             48




                                             24
10/21/2012




 Semantic Analysis


 What a computer understands from text messages:




                                              bla bla bla...
                                                  bla...
                                                bla bla...


www.sti-innsbruck.at                                                                    49




 Semantic Analysis



 •       Discovering facts in texts and other sources (audio, video, etc.)
 •       Deriving additional facts from them
 •       Somewhere in the Web the text fragment “Dieter is married to Anna” occurs
         (extracted statement)
 •       Named Entity Recognition tells us that Dieter is a (German) male given name, and
         Anna is a female given name (enriched with background knowledge)
 •       We can infer that Dieter and Anna are persons and
           –      Dieter is male
           –      Anna is female
           –      Dieter is married to Anna
           –      Anna is married to Dieter
           –      What with “Anna-Marie is married with Dieter”?
                             Anna Marie                 Dieter ?
                  (derive new facts)




www.sti-innsbruck.at                                                                    50




                                                                                                    25
10/21/2012




 Semantic Analysis


 Typical tasks of Information Extraction from Natural Language:


           –      Topic detection
                    p
           –      Named entity recognition
           –      Co-reference and Disambiguation
           –      Relation Extraction
           –      Sentiment detection and Opinion mining
           –      Social annotation
           –      Text summarization

 •       Obviously all of them are needed in Social Media Analysis




www.sti-innsbruck.at                                                 51




 Semantic as a channel




www.sti-innsbruck.at                                                 52




                                                                                 26
10/21/2012




 Semantic as a channel


 •       Not to be interpreted by humans, but machines that can make something
         out of it:




 •       Publishing Linked Data can take various formats and vocabularies




www.sti-innsbruck.at                                                                  53




 The three dimensions
                                                         RDFs
                                                           1998
                                                          RDF
                                                           1999
                                                         RDFa
                                                           2004
                                                      Microformats
                                  HTML                     2005
                                  Meta                   OWL
                                 Element                   2007
                                    s                   SPARQL
                                                           2008
                                                         OWL 2
                  Format                                   2009
                                                          RIF
                  e.g. RDFa                                2010
                                                       Microdata
                                                           2011




                                                                     Implementation
                                                                     I l      t ti
                                                                       e.g. OWLIM


                              Vocabulary
                                e.g. foaf
     ... and a lot more


www.sti-innsbruck.at                                                                  54




                                                                                                  27
10/21/2012




 Semantic Content Modelling


 Separate content and channel.

                                                              Same Event




www.sti-innsbruck.at                                                              55




 Separating Symbol and Knowledge Level


 Analogy 1 (for senior people in the audience)
  “I am about to propose the existence of something called the knowledge level,
                         within which knowledge is to be defined.” [Newell, 1982]

 •       Knowledge is intimately linked with
         rationality. Systems of which
         rationality can be posited can be
         said to have knowledge.
 •       At the knowledge level, knowledge
         is described functionally in terms
         of goals and rationality.
            g                   y                Observer                  Agent
 •       At the symbol level, knowledge is described operational in terms of
         achieving the goals through a certain sequence of activities.
 •       Obviously, there are various ways to encode knowledge at the symbol level.




www.sti-innsbruck.at                                                              56




                                                                                              28
10/21/2012




     Separating Content and Rendering


     •       Analogy 2 for juniors in the audience :
               – Content may be presented differently in different contexts.
               – Therefore, it should be modeled independent from a specific representation
               – Stylesheets connect content with a specific p
                   y                                 p       presentation
     • Content:
     <html><head>
     <link rel="stylesheet" type="text/css" href="/tryit.css" /></head>
     <body>
     <div itemscope itemtype="http://schema.org/Person">
        <img src="http://www.fensel.com/dieter.jpg" itemprop="image" />
        <span id="property">Title: <span itemprop="jobTitle">Prof. Dr.</span></span>
        <span id="property">Name: <span itemprop="name">Dieter Fensel</span></span>
        <span id="property">Nationality: <span itemprop="nationality">German</span></span>
        <span id="property">Birthdate: <span itemprop="birthdate">October 1960</span></span>
        <span id="property">Address: <span itemprop="address" itemscope itemtype="http://schema.org/PostalAddress">
           <span itemprop="streetAddress">Technikerstr. 21a</span>,
           <span itemprop="postalCode">6020</span>
           <span itemprop="addressLocality">Innsbruck</span>,
           <span itemprop="addressRegion">Tirol</span>
        </span></span>
        <span id="property">Tel.: <span itemprop="telephone">+43 512 507 6485</span></span>
        <span id="property">E-Mail: <a href="mailto:dieter.fensel@sti2.at" itemprop="email">dieter.fensel@sti2.at</a></span>
        <span id="property">WWW: <a href="http://www.fensel.com/" itemprop="url">http://www.fensel.com/</a></span>
     </div></body><html>



    www.sti-innsbruck.at                                                                                                 57




     Separating Content and Rendering


•     Style Sheet 1:
     body
     {
       background-color: rgb(220,220,255);
       font family: Times
       font-family:"Times New Roman";
                              Roman ;
       font-size:20px;
     }

     img { float: right; }

     span[id="property"]
     {
       display: block;
       font-style: italic;
     }

     span[itemprop]
     {
       font-weight: bold;
       font style:
       font-style: normal;
     }

     a:link
     {
        color: green;
        font-style: normal;
        font-weight: bold;
     }




    www.sti-innsbruck.at                                                                                                 58




                                                                                                                                      29
10/21/2012




     Separating Content and Rendering


•        Style Sheet 2:
     body
     {
       font-family:"Calibri";
       font size:25px;
       font-size:25px;
     }

     img
     {
       float: left;
       width: 120px;
       margin-right: 50px;
     }

     span[id="property"]
     {
       margin-right: 40px;
       float: left;

     }

     span[itemprop] { font-style: italic; }

     a:link
     {
        font-style: italic;
        font-weight: bold;
     }




    www.sti-innsbruck.at                      59




     Use an Ontology to model the content




    www.sti-innsbruck.at                      60




                                                          30
10/21/2012




 Use a weaver to align content and channels




                                  Branch specific Ontology




Distribute content                                           Collect feedback
                                       Weaver                        +
                                                                 statistics


                       Web/Blog            Social Web        Web 3.0/Mobile/Other




www.sti-innsbruck.at                                                            61




 Semantic Channel Modelling




                                  Branch specific Ontology




Distribute content                                           Collect feedback
                                      Matcher                        +
                                                                 statistics


                       Web/Blog             Social Web       Web 3.0/Mobile/Other




www.sti-innsbruck.at                                                            62




                                                                                            31
10/21/2012




 Semantic Channel Modelling


 •       The number of digital publishing channels has increased exponentially in
         the past decade.

 •       Using semantics (i.e., an Ontology) to describe these channels.

 •       Automatic review and adjustment of content and dissemination to channels
         based on semantic match-making.

 •       Content-Channel mapping becomes an instance of Ontology alignment.




www.sti-innsbruck.at                                                                63




                                             Infrastructure


                                    Channels
                                                                    Content




       SEMANTIC COMMUNICATION
       ARCHITECTURE INNSBRUCK
       (SCAI *SKY)
www.sti-innsbruck.at                                                                64




                                                                                                32
10/21/2012




 Reference architecture



 •       SCAI is a reference architecture.
 •       A reference software architecture is a software architecture where the
         structures and respective elements and relations provide templates for
         concrete architectures in a particular domain.
 •       A reference architecture consists of a list of functions and some
         indication of their interfaces (or APIs) and interactions with each other
         and with functions located outside of the scope of the reference
         architecture.
 •       SCAI provides a semantic engagement engine applicable to various
         domains and tasks
                        tasks.
 •       Core of its efficiently and flexibility is
           – its separation of concern.
           – and the proper separation and alignment of form and substance.




www.sti-innsbruck.at                                                                               65




 SCAI is based on three different types of
 functionalities.



 •       Infrastructure
           – The infrastructure layer provides basic functionalities needed by the other
             functionalities.
             f   ti   liti
           – The infrastructure layer is responsible for separating and multiple alignments of
             communication content and communication channels.
 •       Communication
           – The communication layer used the basic functionality of the infrastructure layer to
             implement the on-line communication of an agent.
           – It combines these elements into useful patterns of on-line interactions.
           – It supports exchange of meaning.
 •       Engagement
           –      turns communication into cooperation.
           –      Workflow
           –      Crow sourcing
           –      Value generation through on-line cooperation.




www.sti-innsbruck.at                                                                               66




                                                                                                               33
10/21/2012




 Customization of the Architecture



 •       To derive concrete products and services from the reference
         architecture it must be instantiated for Application types (Tasks) and
         Domains.
 •       Task customization:
           –      Advertisement
           –      Customer Relationship Management
           –      Revenue management
           –      Brand management
           –      Reputation management
           –      Quality management
 •       Domain Customization: E.g., eTourisms.




www.sti-innsbruck.at                                                              67




 Infrastructure




                                         Infrastructure


                        Channels
                                                              Content


             • Content can be down-/and uploaded from GUIs,
               Repositories, CMSs, and others
             • Channels are the millions of on-line communication
               possibilities
www.sti-innsbruck.at                                                              68




                                                                                              34
10/21/2012




 Infrastructure

                       Infrastructure


                                                 Weaver



                        Channel Manager
                        - Integrates
                                                                   Content Manager
                                                                   - Import Content
                        - Personalizes
                                                                   - Export Content
                        - Interacts
                        - Describes Channels




                               Channels
                                                                          Content




www.sti-innsbruck.at                                                                         69




 Infrastructure – Weaver



 •       Separating content from channels also requires the explicit alignment of
         both.
 •       This is achieved through a weaver.
 •       A weaver is
           –      an uni-set of tuples describing bi-directional content-channel mappings,
           –      an execution engine for these tuples,
           –      a GUI to define these tuples, and
           –      a management and monitoring component for these tuple sets.




www.sti-innsbruck.at                                                                         70




                                                                                                         35
10/21/2012




  Communication



  •       Meaningful communication requires often more than just a single and
          isolated act of exchanging information.
            – It can be active or reactive (Dissemination, Social Media Monitoring, and its
              integration)
            – It has a trace, a history
            – It needs multi-channel switch
            – It is bi-directional and multi-agent
            – It is based on patterns of successful interaction styles (campaigning versus individual
              interaction, etc.)




 www.sti-innsbruck.at                                                                                                                         71




  Dissemination and Social Media Monitoring


Dissemination                                  and                                  Social Media Monitoring


                                                                                                      FORUMS/NEWSGROUPS



                                                                                                                           MICROBLOGS
                                                     VIDEO SHARING



                                                                                                                                   SOCIAL NETWORKS


                                                      WIKIS




                                                PHOTO SHARING                                                                     SOCIAL MEDIA NEWS
                                                                                                                                  AGGREGATORS




                                                                                                                     MAINSTREAM MEDIA
                                                                       BLOGS




                                                          Image taken from: http://nichcy.org/wp-content/uploads/2011/01/rsz_1rsz_dissemination2.jpg
                                                                                                                                            72
 www.sti-innsbruck.at




                                                                                                                                                              36
10/21/2012




 Communication - Integration of Publication and
 Monitoring




                               Communication
                                • Active and reactive
                                   communication




                       Multi Channel
                       Multi-Channel          Social Media
                       Publishing              Monitoring




www.sti-innsbruck.at                                         73




 Feedback




  Example of 
    Active 
Communication 
performed by a 
  hotelier on 
   Facebook




www.sti-innsbruck.at                                         74




                                                                         37
10/21/2012




      Feedback




       Customer 
    response to the 
    hotel’s message




    www.sti-innsbruck.at                                                                                                              75




      Response


     Transmitter: guest at 
            hotel




              Reactor: hotelier




Source: http://www.tripadvisor.com/ShowUserReviews-g53449-d96753-r130438938-Hampton_Inn_Pittsburgh_Greentree-Pittsburgh_Pennsylvania.html
     www.sti-innsbruck.at                                                                                                              76




                                                                                                                                                   38
10/21/2012




 Communication - Trace


 Tracing a conversation is crucial for
 making communication effective and
 efficient, and is therefore required for
                                                    Communication
                                                      • Active and reactive
 •       Communication has a history                      communication
                                                  • Tracing the communication
 •       The communication history IS the
         trace
 •       Communication must be
                                            Multi-Channel          Social Media
         remembered otherwise it is
                                            Publishing              Monitoring
         meaningless




www.sti-innsbruck.at                                                            77




 Communication - Multi-Channel Switch


 (Online) Communication is scattered
 over multiple, often very different
 channels.
                                                    Communication
                                                      • Active and reactive
 •       Agents are challenged to                         communication
                                                  • Tracing the communication
         disseminate information over all            • Multi-channel switch
         appropriate channels.
 •       Activities of all channels the
         agent is active in must be         Multi-Channel          Social Media
         monitored.                         Publishing              Monitoring
 •       Impact, Feedback and
         I       t F db k d
         Responses need to be collected
         from all channels.
 •       E.g., switch from a public tweet
         to a private email response.


www.sti-innsbruck.at                                                            78




                                                                                            39
10/21/2012




 Communication - Multi-Agent


 •       Communication requires at least
         two agents: a speaker and a                         Communication
         listener.                                     • Active and reactive communication
                                                          • Tracing the communication
                                                             Tracing the communication
 •       However, communication does                         • Multi‐channel switch
                                                                  • Multi‐agent
         not occur in a void – thus the
         initial model may never occur in
         real life as there may always be
                                                 Multi‐Channel                Social Media
         more than one listener or more
                                                 Publishing                    Monitoring
         than one agent.
 •       Agents may receive responses
         from multiple listeners that may
         also listen and start to interact
         with each other.




www.sti-innsbruck.at                                                                         79




 Communication Patterns



     •     In software engineering, a design
           pattern is a general reusable                     Communication
                                                       • Active and reactive communication
           solution to a commonly                         • Tracing the communication
                                                             Tracing the communication
                                                             • Multi‐channel switch
           occurring problem within a                             • Multi‐agent
                                                                    • Patterns
           given context in software design.
     •     It is a description or template
           for how to solve a problem that       Multi‐Channel                Social Media
                                                 Publishing                    Monitoring
           can be used in many different
           situations.
     •     So patterns are formalized best
           practices that you must
           implement yourself in your
           application.
   •       Based on this definition of Software design patterns we introduce at this
           point the idea of the communication patterns.

www.sti-innsbruck.at                                                                         80




                                                                                                         40
10/21/2012




 Communication Patterns



 •       The communication patterns could be a way to facilitate the response
         phase of an enterprise.
 •       A rich set of communication paradigms that address different types of
         issues by describing workflows of interaction with customers or
         potential customers.
 •       It should be a dynamic set of patterns in the sense that it is being
         extended and altered continuously according to the needs of the
         customers and the nature of the issues that are arising.




www.sti-innsbruck.at                                                         81




 Engagement
                                                               Engagement




                              Value-chain generation

                                 Crowdsourcing
                              Workflow management




www.sti-innsbruck.at                                                         82




                                                                                         41
10/21/2012




 Engagement
 Workflow management




 • A workflow consists of a sequence of concatenated (connected) steps*.

 • Workflow management refers to the process of assigning, tracking and
      responding to social media streams, usually in a team environment in
      order to prevent double responses and missed opportunities. It is crucial
      for an enterprise tool to promote team productivity through collaboration.
 • Example: Bad review




   *http://en.wikipedia.org/wiki/Workflow

www.sti-innsbruck.at                                                               83




 Engagement - Crowdsourcing




 • Crowdsourcing is the act of taking a job traditionally performed by a
     designated agent (usually an employee) and outsourcing it to an
     undefined, generally large group of people in the form of an open call.

 • The application of Open Source principles to fields outside of software.

                                                             Howe (2008, 2009)




www.sti-innsbruck.at                                                               84




                                                                                               42
10/21/2012




 Engagement - Crowdsourcing



 Amazon Mechanical Turk

 • Amazon’s Mechanical Turk is a market in which anyone can post tasks to be
   Amazon s
   completed and specify prices paid for completing them.
 • The inspiration of the system was to have users complete simple tasks that
   would otherwise be extremely difficult (if not impossible) for computers to
   perform.
 • A number of businesses use Mechanical Turk to source thousands of micro-
   tasks that require human intelligence, for example to identify objects in
   images,
   images find relevant information or to do natural language processing
                         information,                            processing.
 • Mechanical Turk has more than 500,000 people in its workforce. Their
   median wage is about $1.40 an hour.*
 • Example: Turn a text into a tweet.


                                                                 *http://www.economist.com/node/21555876
www.sti-innsbruck.at                                                                            85




 Engagement
 Value-Chain generation




 “A value chain is a chain of activities for a firm operating in a specific industry.
 The business unit is the appropriate level for construction of a value chain not
                                                                        chain,
 the divisional level or corporate level. Products pass through all activities of
 the chain in order, and at each activity the product gains some value. The
 chain of activities gives the products more added value than the sum of the
 independent activities' values.”

                                                                                 Wikipedia




www.sti-innsbruck.at                                                                            86




                                                                                                                  43
10/21/2012




  Engagement
  Value-Chain generation



  •       The value chain generation lays on top of the other layers (i.e. workflow
          management, crowdsourcing and communication patterns) and reflects the
          aim of the enterprise to monetize their activities through these layers.

  •       The ultimate target for keeping the customers happy and engaged to the
          brand is to increase the revenue. Thus, it is important to have a layer on top
          of the communication that transforms long-term relationships into economic
          transactions and new opportunities for the enterprise.

  •       For example, for a hotelier this layer could be the bookability of his services.




 www.sti-innsbruck.at                                                                         87




  SCEI - Summary

                Communication
                         • Active and reactive
                              communication
                   •    Tracing the communication
                        • Multi-channel switch
                             • Multi-agent
                                                                                                         ment



                               • Pattern
                                                                     Value-chain generation
                                                                                                   Engagem




Multi-Channel Publishing                 Social Media
                                          Monitoring
                                                                        Crowdsourcing
                                                                     Workflow management




                                                    Infrastructure



 www.sti-innsbruck.at                                                                         88




                                                                                                                       44
10/21/2012




      SEEKDA SOCIAL AGENT


www.sti-innsbruck.at                                                                 89




 Facts and Figures on Tourism in Austria and Tyrol


 •       Total overnight stays 126 Mio in Austria (42,7 Mio in Tyrol)

 •       Travel intensity per inhabitant (number of overnight stays divided by the
         resident population): T t l 16 (63 i T l)
            id t        l ti ) Total        in Tyrol)

 •       Direct employment in tourism: Total 307.000

 •       Direct spendings of foreign and resident visitors: 31 B €

 •       Direct percentage of overall GDP through tourism: 7.4%




www.sti-innsbruck.at                                                                 90




                                                                                                 45
10/21/2012




 Facts and Figures on Tourism in Austria and Tyrol




                                                       source: http://www.tnooz.com/wp-content/uploads/2012/07/four-pillars-FULLjpg.jpg

www.sti-innsbruck.at                                                                                                       91




 Multi-channel booking problem


 •       Hotels are facing the multi-channel booking problem

 •       More than 100 different booking channels available

 •       Daily maintenance of right balance of rooms availability
         across more than 100 channels does not scale

 •       Average time for hoteliers required to maintain a profile of
         a medium size hotel at one portal takes between 5 to 15
         minutes a day

 •       An effort of maintaining hotel’s profile on 100 portals
         would require then at least 20 hours of work




www.sti-innsbruck.at                                                                                                     92




                                                                                                                                                 46
10/21/2012




 The multi-channel solution for hotel-industry
 internet distribution




                         seekda!
                         connect




www.sti-innsbruck.at                                                 93




 seekda connect


 •       Automatic support for online booking on multiple channels

 •       One single entry point providing direct connections to
         different booking platforms

 •       Simple, Web-based user interface for management of
         bookings




www.sti-innsbruck.at                                                 94




                                                                                 47
10/21/2012




 Direct bookability for hotels


 •       Booking quickly and directly via hotel Web sites
 •       Seekda producs for direct bookability:
           – Dynamic Shop
           – Dynamic Shop Mobile
 •       Benfits:
           – Hotels do not give part of their profit to booking chanells
           – Guests spend less time in
             booking using the instant
             booking engine solution of
             seekda




www.sti-innsbruck.at                                                                                95




 Direct bookability for hotels


 •       Challenges:
           –      Does the customer find the hotel web site?
           –      Does the customer trust the web site?
           –      Are his/her requests properly answered?
           –      Is his/her feedback taken serious and form a positive review of the hotel?


 •       Multi-channel communication tools can improve revenues and benefits
         within the hospitality industry by:
           –      Increasing the on-line visible presence of hotels
           –      Make hotels offers visible to a broader audience via multiple channels
           –      Attract potential guests to hotel websites and thus increase direct bookability
           –      effective and targeted on-line marketing




www.sti-innsbruck.at                                                                                96




                                                                                                                48
10/21/2012




 Multi Channel Communication and Yield
 Management




                       SCAI *sky            +

                 holistic
                 h li i multi-channel communication
                           li h     l       i i
                 and revenue management for the hotelier


www.sti-innsbruck.at                                        97




 Touristic Portal


 •         Multi-channel communication (SCAI *sky)

 •         seekda booking engine

 •         Linked Open Data (LOD)

 •         On the fly service integration as you pay

 •         Everything integrated into a comprehensive map




www.sti-innsbruck.at                                         98




                                                                         49
10/21/2012




 Multi-channel communication


 SCEI                             Branch specific concepts




Distribute content                                           Collect feedback
                                          Weaver                     +
                                                                 statistics


                       Web/Blog                 Social Web   Web 3.0/Mobile/Other




www.sti-innsbruck.at                                                            99




 seekda booking engine - direct bookability for
 hotels


 •       Booking quickly and directly via
         hotel Web sites

 •       Seekda producs for direct
         bookability:
           – Dynamic Shop
           – Dynamic Shop Mobile


 •       Benfits:
           – Hotels do not give part of their
             p
             profit to booking chanells
                             g
           – You do not loose the guest
             having him booking other hotels




www.sti-innsbruck.at                                                          100




                                                                                            50
10/21/2012




 Linked Open Data (LOD)



 •       Use LOD to integrate and lookup data
         about
           –      places and routes
           –      time-tables for public transport
           –      hiking trails
           –      ski slopes
           –      points-of-interest




www.sti-innsbruck.at                                                                                101




 Linked Open Data (LOD) - data sets


 •       Open Streetmap
 •       Google Places
 •       Databases of government
           –      TIRIS
           –      DVT
 •       Tourism & Ticketing association
 •       IVB (busses and trams)
 •       OEBB (trains)
 •       Ärztekammer
 •       Supermarket chains: listing of products
 •       Hofer and similar: weekly offers            •   Innsbruck Airport (travel times, airline
 •       ASFINAG: Traffic/Congestion data                schedules)
 •       Herold (yellow pages)
                 (y       p g )                      •   ZAMG (Weather)
 •       City archive                                •   University of Innsbruck (Curricula,
                                                         student statistics, study possibilities)
 •       Museums/Zoo
                                                     •   IKB (electricity, water consumption)
 •       News sources like TT (Tyrol's major daily
         newspaper)                                  •   Entertainment facilities (Stadtcafe,
                                                         Cinema...)
 •       Statistik Austria
                                                     •   Special offers (Groupon)



www.sti-innsbruck.at                                                                                102




                                                                                                                 51
10/21/2012




 On the fly service intergation as you pay


 •       Data and services from destination
         sites integrated for recommendation
         and booking of
           –      Hotels
                  H t l
           –      Restaurants
           –      Cultural and entertainment events
           –      Sightseeing
           –      Shops


 •       Two integration approaches:
           – ad-hoc service integration: via Web
             scrapping as a quick integration
             solution
           – via APIs and backend integration
             for a long term, durable solution




www.sti-innsbruck.at                                  103




 Everything integrated: Tourist Map Austria


 •       Based on Open
         Street Map




www.sti-innsbruck.at                                  104




                                                                   52
10/21/2012




 Everything integrated: Tourist Map Austria


 •       Based on Open
         Street Map
 •       Increase on-line
         visibility for hotel and
         destination via multi-
         channel
         communication -
         SCAI




                                              SCAI
www.sti-innsbruck.at                                 105




 Everything integrated: Tourist Map Austria


 •       Based on Open
         Street Map
 •       Increase on-line
         visibility for hotel and
         destination via multi-
         channel
         communication -
         SCEI
 •       Hotels, ski passes,
         etc. directly bookable
         – seekda engine




                                              SCEI
www.sti-innsbruck.at                                 106




                                                                  53
10/21/2012




 Everything integrated: Tourist Map Austria


 •       Based on Open
         Street Map
 •       Increase on-line
         visibility for hotel and
         destination via multi-
         channel
         communication -
         SCEI
 •       Hotels, ski passes,
         etc. directly bookable
         – seekda engine
 •       LOD to integrate and
         lookup data about
         hiking trails, ski
         slopes, etc.




                                              SCEI   LOD

www.sti-innsbruck.at                                   107




 Everything integrated: Tourist Map Austria


 •       Based on Open
         Street Map
 •       Increase on-line
         visibility for hotel and
         destination via multi-
         channel
         communication -
         SCEI
 •       Hotels, ski passes,
         etc. directly bookable
         – seekda engine
 •       LOD to integrate and
         lookup data about
         hiking trails, ski
         slopes, etc.
 •       On the fly service
         integration as you pay

                                              SCEI   LOD

www.sti-innsbruck.at                                   108




                                                                    54
10/21/2012




       6. SUMMARY


www.sti-innsbruck.at                                                                               109




 Summary



 •       The multi-channel monster can be seen as a threat of:
           – Failing to be properly present (active and passive) in a multitude of opportunities
           – Spending a non-justify effort on achieving the former
           – Going out of business in both cases (even if for different reasons)
 •       We propose a scalable solution for this based on using semantics.
 •       Core is the separation of content and channel and its explicit
         interweavement.
 •       For our approach, semantics is a corner stone but requires many
         additional services and layers to actually provide its potential.
 •       Together with Seekda we are currently focusing on the eTourisms
         domain, however, other verticals may follow.
 •       In general, we target domains (verticals) with many SMEs that need to
         intensively interact with their customers on-line.



www.sti-innsbruck.at                                                                               110




                                                                                                                55

Mais conteúdo relacionado

Destaque (8)

Ekologi
EkologiEkologi
Ekologi
 
PERAN WARGA NEGARA DALAM MENDUKUNG UPAYA PEMENUHAN KEBUTUHAN LISTRIK BANGSA I...
PERAN WARGA NEGARA DALAM MENDUKUNG UPAYA PEMENUHAN KEBUTUHAN LISTRIK BANGSA I...PERAN WARGA NEGARA DALAM MENDUKUNG UPAYA PEMENUHAN KEBUTUHAN LISTRIK BANGSA I...
PERAN WARGA NEGARA DALAM MENDUKUNG UPAYA PEMENUHAN KEBUTUHAN LISTRIK BANGSA I...
 
Pengertian aliran uang
Pengertian aliran uangPengertian aliran uang
Pengertian aliran uang
 
Perm State University graduation
Perm State University graduationPerm State University graduation
Perm State University graduation
 
Rep2400 blogue 2
Rep2400 blogue 2Rep2400 blogue 2
Rep2400 blogue 2
 
Meus finslinharev.d
Meus finslinharev.dMeus finslinharev.d
Meus finslinharev.d
 
Import policy order 2009
Import policy order 2009Import policy order 2009
Import policy order 2009
 
Microdata - pillole
Microdata - pilloleMicrodata - pillole
Microdata - pillole
 

Mais de Haklae Kim

The Semantic Web and Linked Open Data
The Semantic Web and Linked Open DataThe Semantic Web and Linked Open Data
The Semantic Web and Linked Open DataHaklae Kim
 
OKFN Korea 소개자료
OKFN Korea 소개자료OKFN Korea 소개자료
OKFN Korea 소개자료Haklae Kim
 
센서데이터 웹으로의 비상
센서데이터 웹으로의 비상센서데이터 웹으로의 비상
센서데이터 웹으로의 비상Haklae Kim
 
공공데이터 개방현황 및 포털 발전방향
공공데이터 개방현황 및 포털 발전방향공공데이터 개방현황 및 포털 발전방향
공공데이터 개방현황 및 포털 발전방향Haklae Kim
 
개인건강기록관리 플랫폼에서 링크드 데이터의 활용
개인건강기록관리 플랫폼에서  링크드 데이터의 활용 개인건강기록관리 플랫폼에서  링크드 데이터의 활용
개인건강기록관리 플랫폼에서 링크드 데이터의 활용 Haklae Kim
 
Extended open data and big data in public sector
Extended open data and big data in public sectorExtended open data and big data in public sector
Extended open data and big data in public sectorHaklae Kim
 
대한민국, 잇다!
대한민국, 잇다! 대한민국, 잇다!
대한민국, 잇다! Haklae Kim
 
Linked Data 이야기
Linked Data 이야기Linked Data 이야기
Linked Data 이야기Haklae Kim
 
Linked Data 이야기
Linked Data 이야기Linked Data 이야기
Linked Data 이야기Haklae Kim
 
오픈 데이터 현황과 과제
오픈 데이터 현황과 과제오픈 데이터 현황과 과제
오픈 데이터 현황과 과제Haklae Kim
 
서울시 링크드 데이터 서비스 사례 소개-모델링
서울시 링크드 데이터 서비스 사례 소개-모델링서울시 링크드 데이터 서비스 사례 소개-모델링
서울시 링크드 데이터 서비스 사례 소개-모델링Haklae Kim
 
서울시 링크드 데이터 서비스 사례 소개-모델링개요
서울시 링크드 데이터 서비스 사례 소개-모델링개요서울시 링크드 데이터 서비스 사례 소개-모델링개요
서울시 링크드 데이터 서비스 사례 소개-모델링개요Haklae Kim
 
서울시 Linked Data 서비스 소개-열린데이터광장
서울시 Linked Data 서비스 소개-열린데이터광장서울시 Linked Data 서비스 소개-열린데이터광장
서울시 Linked Data 서비스 소개-열린데이터광장Haklae Kim
 
서울시 링크드 데이터 서비스 소개-Overview
서울시 링크드 데이터 서비스 소개-Overview서울시 링크드 데이터 서비스 소개-Overview
서울시 링크드 데이터 서비스 소개-OverviewHaklae Kim
 
오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 Haklae Kim
 
오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 Haklae Kim
 
Data science-2013-heekim
Data science-2013-heekimData science-2013-heekim
Data science-2013-heekimHaklae Kim
 
Data science (조명대)
Data science (조명대)Data science (조명대)
Data science (조명대)Haklae Kim
 
Open Data and Linked Data
Open Data and Linked Data Open Data and Linked Data
Open Data and Linked Data Haklae Kim
 
시민이 함께 만들어가는 서울 열린 데이터광장
시민이 함께 만들어가는 서울 열린 데이터광장시민이 함께 만들어가는 서울 열린 데이터광장
시민이 함께 만들어가는 서울 열린 데이터광장Haklae Kim
 

Mais de Haklae Kim (20)

The Semantic Web and Linked Open Data
The Semantic Web and Linked Open DataThe Semantic Web and Linked Open Data
The Semantic Web and Linked Open Data
 
OKFN Korea 소개자료
OKFN Korea 소개자료OKFN Korea 소개자료
OKFN Korea 소개자료
 
센서데이터 웹으로의 비상
센서데이터 웹으로의 비상센서데이터 웹으로의 비상
센서데이터 웹으로의 비상
 
공공데이터 개방현황 및 포털 발전방향
공공데이터 개방현황 및 포털 발전방향공공데이터 개방현황 및 포털 발전방향
공공데이터 개방현황 및 포털 발전방향
 
개인건강기록관리 플랫폼에서 링크드 데이터의 활용
개인건강기록관리 플랫폼에서  링크드 데이터의 활용 개인건강기록관리 플랫폼에서  링크드 데이터의 활용
개인건강기록관리 플랫폼에서 링크드 데이터의 활용
 
Extended open data and big data in public sector
Extended open data and big data in public sectorExtended open data and big data in public sector
Extended open data and big data in public sector
 
대한민국, 잇다!
대한민국, 잇다! 대한민국, 잇다!
대한민국, 잇다!
 
Linked Data 이야기
Linked Data 이야기Linked Data 이야기
Linked Data 이야기
 
Linked Data 이야기
Linked Data 이야기Linked Data 이야기
Linked Data 이야기
 
오픈 데이터 현황과 과제
오픈 데이터 현황과 과제오픈 데이터 현황과 과제
오픈 데이터 현황과 과제
 
서울시 링크드 데이터 서비스 사례 소개-모델링
서울시 링크드 데이터 서비스 사례 소개-모델링서울시 링크드 데이터 서비스 사례 소개-모델링
서울시 링크드 데이터 서비스 사례 소개-모델링
 
서울시 링크드 데이터 서비스 사례 소개-모델링개요
서울시 링크드 데이터 서비스 사례 소개-모델링개요서울시 링크드 데이터 서비스 사례 소개-모델링개요
서울시 링크드 데이터 서비스 사례 소개-모델링개요
 
서울시 Linked Data 서비스 소개-열린데이터광장
서울시 Linked Data 서비스 소개-열린데이터광장서울시 Linked Data 서비스 소개-열린데이터광장
서울시 Linked Data 서비스 소개-열린데이터광장
 
서울시 링크드 데이터 서비스 소개-Overview
서울시 링크드 데이터 서비스 소개-Overview서울시 링크드 데이터 서비스 소개-Overview
서울시 링크드 데이터 서비스 소개-Overview
 
오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화
 
오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화 오픈 데이터에서 링크드 데이터로 진화
오픈 데이터에서 링크드 데이터로 진화
 
Data science-2013-heekim
Data science-2013-heekimData science-2013-heekim
Data science-2013-heekim
 
Data science (조명대)
Data science (조명대)Data science (조명대)
Data science (조명대)
 
Open Data and Linked Data
Open Data and Linked Data Open Data and Linked Data
Open Data and Linked Data
 
시민이 함께 만들어가는 서울 열린 데이터광장
시민이 함께 만들어가는 서울 열린 데이터광장시민이 함께 만들어가는 서울 열린 데이터광장
시민이 함께 만들어가는 서울 열린 데이터광장
 

Último

Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 

Último (20)

Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 

How to Domesticate the Multi Channel

  • 1. 10/21/2012 How to Domesticate the Multi-Channel Communication Monster Dieter Fensel and many others STI Innsbruck, University of Innsbruck ©www.sti-innsbruck.at INNSBRUCK www.sti-innsbruck.at Copyright 2008 STI The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: HOTEL RECEPTION www.sti-innsbruck.at 2 1
  • 2. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer HOTEL RECEPTION www.sti-innsbruck.at 3 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone HOTEL RECEPTION www.sti-innsbruck.at 4 2
  • 3. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email HOTEL RECEPTION www.sti-innsbruck.at 5 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax HOTEL RECEPTION www.sti-innsbruck.at 6 3
  • 4. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website HOTEL RECEPTION www.sti-innsbruck.at 7 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites HOTEL RECEPTION www.sti-innsbruck.at 8 4
  • 5. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites HOTEL RECEPTION www.sti-innsbruck.at 9 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites - social network sites HOTEL RECEPTION www.sti-innsbruck.at 10 5
  • 6. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites - social network sites - blogs HOTEL RECEPTION www.sti-innsbruck.at 11 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites - social network sites - blogs - fora & destination sites HOTEL RECEPTION www.sti-innsbruck.at 12 6
  • 7. 10/21/2012 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites - social network sites - blogs - fora & destination sites - chat HOTEL RECEPTION www.sti-innsbruck.at 13 The Crazy Hotelier The Hotelier of today has to deal with many different communication channels: - walk-in customer - telephone - email - fax - hotel website - review sites - booking sites - social network sites - blogs - fora & destination sites - chat - video & photo sharing HOTEL RECEPTION www.sti-innsbruck.at 14 7
  • 8. 10/21/2012 The Crazy Hotelier The Hotelier doesn’t only have to deal with an overwhelming number of communication channels, but also has to pay up to 15% sales commissions to the booking sites! HOTEL RECEPTION www.sti-innsbruck.at 15 The Crazy Hotelier Tyrol: -> 40 million overnight stays -> 3 billion € transaction volume -> 70 million € sales commission HOTEL RECEPTION www.sti-innsbruck.at 16 8
  • 9. 10/21/2012 (Mulpuru, Harteveldt, & Roberge, 2011) Call this “the growth of the multichannel monster” www.sti-innsbruck.at 17 Content 1. Multi-channel Dissemination 2. Social M di M it i 2 S i l Media Monitoring 3. Four Roles for Semantics 4. Semantic Communication Engine Innsbruck (SCEI*sky) 5. Seekda Social Agent (SESA) 6. 6 Summary www.sti-innsbruck.at 18 9
  • 10. 10/21/2012 MULTI-CHANNEL DISSEMINATION www.sti-innsbruck.at 19 Dissemination • Dissemination refers to the process of broadcasting a message to the public without direct feedback from the audience • Takes the traditional view of communication which involves a sender and a receiver. • “In telecommunications and computer networking, a communication channel, or channel, refers either to a physical transmission medium such as a wire, or to a logical connection over a multiplexed medium such as a radio channel.” (Wikipedia). • There are various types of such channels. 20 Image taken from: http://nichcy.org/wp-content/uploads/2011/01/rsz_1rsz_dissemination2.jpg www.sti-innsbruck.at 10
  • 11. 10/21/2012 Dissemination Classification of channels by the type of service they provide: –Static Broadcasting St ti B d ti –Dynamic Broadcasting –Sharing –Collaboration –Social Networks –Internet Forum and Discussion Boards Internet –On-line Group Communication –Semantic-based Communication Image taken from: http://www.softicons.com/free-icons/application-icons/or-applications-icons-by-iconleak/file-cabinet-icon www.sti-innsbruck.at 21 Static Broadcasting • Prehistoric methods of dissemination: cave drawings, stories of triumphs on columns and arches, history on pyramids, stones with messages • More modern means: printed press, newspapers, journals • Online static dissemination: homepage …. And various web sites www.sti-innsbruck.at 22 11
  • 12. 10/21/2012 Static Broadcasting Homepage Example Static Website Example St ti W b it E l The same hotel mentioned  on Wikitravel’s entry for  Innsbruck www.sti-innsbruck.at 23 Static Broadcasting Static Website Example Entry in Wikipedia for Hotel  Goldener Adler www.sti-innsbruck.at 24 12
  • 13. 10/21/2012 Dynamic Communication Small piece of content that is dependent on constraints such as time or location. Examples of tools (organized considering first the length of message and second – the level of interactivity) • News Feeds (f.e., RSS) • Newsletters • Email / Email lists • Podcasts • Microblogs (twitter, tumblr, …) • Blogs • Social networks • Chat and instant messaging applications (skype, messenger, …) www.sti-innsbruck.at 25 Sharing • There are a large number of Web 2.0 websites that support the sharing of information items such as: bookmarks, images, slides, and videos, etc. • Provided by hosting services (images, videos, slides are stored on a server) www.sti-innsbruck.at 26 13
  • 14. 10/21/2012 Sharing • Can use specialized applications (see below) of features of other platforms and services (e.g. share photos through Facebook) • Examples: – Flickr, Pinterest – means of exchanging photos, visible to all users (no account necessary), allows users to post comments; – Slideshare – channel for storing and exchanging presentations; – YouTube and VideoLectures – sharing videos, all users can see the posted videos and leave comments on the websites – Social Bookmark sites: e.g. delicious, digg, StumbleUpon – Social News websites: e.g. reddit www.sti-innsbruck.at 27 Dissemination through Collaboration Wiki • “Wiki” = Hawaiian word for “fast” of “quick”. • Described by the developer of the first wiki software Ward Cunningham as the software, Cunningham, “simplest online database that could possibly work”*. • Websites whose users can add, modify or delete content via a web browser using simplified markup language or a rich-text editor. • Most of the content is created collaboratively. • Often used for internal collaboration, however, when public also an indirect means for dissemination. *http://www.wiki.org/wiki.cgi?WhatIsWiki www.sti-innsbruck.at 28 14
  • 15. 10/21/2012 Social Networks • Provide a community aspect, i.e. forms a community that shares information in a multi-directional way • Common features (regardless of platform): ( g p ) – construct a public/semi-public profile; – articulate list of other users that they share a connection with; – view the list of connections within the system • Some sites allow users to upload pictures, add multimedia content or modify the look and feel of the profile • Social networks typically offer more than one channel of dissemination (thus they will be considered platforms with many available dissemination channels): – Facebook: Pages, Groups, Share options – LinkedIn and Xing are focused on professional use and fit the purpose of organizations www.sti-innsbruck.at 29 Internet Forums and Discussion Boards • Web applications managing user-generated content • Early forums can be described as a web version of an email list or newsgroup • Internet forums are prevalent in several countries: Japan, China • Are governed by a set of rules • Users have a specific designated role, e.g. moderator, administrator www.sti-innsbruck.at 30 15
  • 16. 10/21/2012 Group Communication • Many-to-many • Threaded conversations • Usually created on a particular topic U ll d i l i • Have different access levels • Better for disseminating within a group that shares common interests as the purpose of the services is to enable collaboration, information sharing and discussions • Exampled: Google Groups, Facebook Groups, Yahoo! Groups, LinkedIn Groups, Xing Groups. • Similar in many ways to Discussion boards and Internet Forums www.sti-innsbruck.at 31 Semantic Based Dissemination Rich Snippets • Snippets—the few lines of text that appear under every search result—are designed to give users a sense for what’s on the page and why it’s relevant to their query. what s it s • If Google understands the content on your pages, it can create rich snippets— detailed information intended to help users with specific queries. www.sti-innsbruck.at 32 16
  • 17. 10/21/2012 Semantic Based Dissemination Overview • Format is an explicit set of requirements to be satisfied by a material, product, or service. – The most known examples are RDF and OWL. Format e.g. RDFa • A (Semantic Web) vocabulary can be considered as a special form of (usually light-weight) ontology, or sometimes also merely as a collection of URIs with an (usually informally) described meaning*. Implementation I l t ti e.g. OWLIM • Implementation realization of an application, plan, Vocabulary idea, model, or design. e.g. foaf www.sti-innsbruck.at 33 Semantic Based Dissemination: Formats RDFs 1998 RDF 1999 RDFa 2004 Microformats 2005 HTML Meta  OWL Elements 2007 SPARQL 2008 OWL 2 2009 RIF 2010 Microdata 2011 RDFa lite June 2012 www.sti-innsbruck.at 34 17
  • 18. 10/21/2012 Semantic Channels: Vocabularies • A (Semantic Web) vocabulary can be considered a special form of (usually light- weight) ontology, or sometimes also merely as a collection of URIs with a (usually informally) described meaning. • For us these vocabularies are channels (roughly a vocabulary corresponds to a platform and a term to a channel). www.sti-innsbruck.at 35 Semantic Channels: Vocabularies ... and a lot more www.sti-innsbruck.at 36 18
  • 19. 10/21/2012 Overview of Channels www.sti-innsbruck.at 37 SOCIAL MEDIA MONITORING www.sti-innsbruck.at 38 19
  • 20. 10/21/2012 What is Social Media Monitoring? Definition* Social Media Monitoring is the continuous systematic observation and analysis of social media networks and social communities It supports a communities. quick overview and insight into topics and opinions on the social web. *http://de.wikipedia.org/wiki/Social_Media#Monitoring www.sti-innsbruck.at 39 Social Media Monitoring • Social Media Monitoring tools facilitate the listening of what people say about various topics in the social media sphere (blogs, twitter, Facebook, etc.) • Listening: is active, focused, concentrated attention for the purpose of understanding the meanings expressed by a speaker. www.sti-innsbruck.at 40 20
  • 21. 10/21/2012 Social Media Monitoring Channels to analyze FORUMS/NEWSGROUPS MICROBLOGS VIDEO SHARING SOCIAL NETWORKS WIKIS SOCIAL MEDIA NEWS PHOTO SHARING AGGREGATORS BLOGS MAINSTREAM MEDIA www.sti-innsbruck.at 41 Channels to analyze 1. Social networks, e.g.: • Twitter: – 200 million Tweets per day (2011) • Facebook (Q1 2012): – 200K Tweets per minute – 526 million daily active users • LinkedIn: 147 million users – 3.2 billion Likes and Comments per day – 500K comments per minute • Google+: 170 million users – 700K status updates per minute – 80K wall posts per minute www.sti-innsbruck.at 42 21
  • 22. 10/21/2012 Channels to analyze 2. Sharing networks, e.g.: • YouTube: – 4 billion videos are viewed a day – 100 million people take a social action on YouTube every week (likes, shares, comments, etc) • Flickr: >6.500 new photos per minute • Pinterest: – 13 million users – American users spend an average of 97.8 minutes www.sti-innsbruck.at 43 Channels to analyze 3. Email lists 4. Group Communication and Message Boards (e.g. Google Groups, Yahoo! Groups, Facebook • 2172 million Email users Groups, etc.) Groups etc ) • Forums: 2K posts per minute • 3375 million Active email • Yahoo! Groups: accounts – 9 million groups • 2.8 million emails per second – 113 million users – 933 thousand unique visitors daily • 90 trillion emails per year www.sti-innsbruck.at 44 22
  • 23. 10/21/2012 Channels to analyze 5. News feeds 6. Blogs: • >95 million blogs available online • Total Feeds*: 694,311 Feeds : 694 311 • 22K posts per minute • Atom Feeds*: 86,496 • Tumblr (Q2 2012): – 55.9 Million blogs • RSS feeds*: 438,102 (63% of – 23.3 Billion posts the total) – 20K posts per minute • WordPress (Q2 2012) – 73.724.911 WordPress sites *source: http://www.syndic8.com www.sti-innsbruck.at 45 Channels to analyze 7. Traditional mediums: 8. Online News: • TV: • News websites: >25 000 >25.000 – 365 TV channels licensed in Germany • Online radio stations: • Radio: >2700 Online radio stations in Germany – 822 Radio stations in Germany • Print medi ms (ne spapers magazines) mediums (newspapers, maga ines) – 382 Daily newspapers in Germany – 4180 Weekly magazines in Germany www.sti-innsbruck.at 46 23
  • 24. 10/21/2012 Social Media Monitoring www.sti-innsbruck.at 47 FOUR ROLES FOR SEMANTIC TECHNOLOGIES www.sti-innsbruck.at 48 24
  • 25. 10/21/2012 Semantic Analysis What a computer understands from text messages: bla bla bla... bla... bla bla... www.sti-innsbruck.at 49 Semantic Analysis • Discovering facts in texts and other sources (audio, video, etc.) • Deriving additional facts from them • Somewhere in the Web the text fragment “Dieter is married to Anna” occurs (extracted statement) • Named Entity Recognition tells us that Dieter is a (German) male given name, and Anna is a female given name (enriched with background knowledge) • We can infer that Dieter and Anna are persons and – Dieter is male – Anna is female – Dieter is married to Anna – Anna is married to Dieter – What with “Anna-Marie is married with Dieter”? Anna Marie Dieter ? (derive new facts) www.sti-innsbruck.at 50 25
  • 26. 10/21/2012 Semantic Analysis Typical tasks of Information Extraction from Natural Language: – Topic detection p – Named entity recognition – Co-reference and Disambiguation – Relation Extraction – Sentiment detection and Opinion mining – Social annotation – Text summarization • Obviously all of them are needed in Social Media Analysis www.sti-innsbruck.at 51 Semantic as a channel www.sti-innsbruck.at 52 26
  • 27. 10/21/2012 Semantic as a channel • Not to be interpreted by humans, but machines that can make something out of it: • Publishing Linked Data can take various formats and vocabularies www.sti-innsbruck.at 53 The three dimensions RDFs 1998 RDF 1999 RDFa 2004 Microformats HTML  2005 Meta  OWL Element 2007 s SPARQL 2008 OWL 2 Format 2009 RIF e.g. RDFa 2010 Microdata 2011 Implementation I l t ti e.g. OWLIM Vocabulary e.g. foaf ... and a lot more www.sti-innsbruck.at 54 27
  • 28. 10/21/2012 Semantic Content Modelling Separate content and channel. Same Event www.sti-innsbruck.at 55 Separating Symbol and Knowledge Level Analogy 1 (for senior people in the audience) “I am about to propose the existence of something called the knowledge level, within which knowledge is to be defined.” [Newell, 1982] • Knowledge is intimately linked with rationality. Systems of which rationality can be posited can be said to have knowledge. • At the knowledge level, knowledge is described functionally in terms of goals and rationality. g y Observer Agent • At the symbol level, knowledge is described operational in terms of achieving the goals through a certain sequence of activities. • Obviously, there are various ways to encode knowledge at the symbol level. www.sti-innsbruck.at 56 28
  • 29. 10/21/2012 Separating Content and Rendering • Analogy 2 for juniors in the audience : – Content may be presented differently in different contexts. – Therefore, it should be modeled independent from a specific representation – Stylesheets connect content with a specific p y p presentation • Content: <html><head> <link rel="stylesheet" type="text/css" href="/tryit.css" /></head> <body> <div itemscope itemtype="http://schema.org/Person"> <img src="http://www.fensel.com/dieter.jpg" itemprop="image" /> <span id="property">Title: <span itemprop="jobTitle">Prof. Dr.</span></span> <span id="property">Name: <span itemprop="name">Dieter Fensel</span></span> <span id="property">Nationality: <span itemprop="nationality">German</span></span> <span id="property">Birthdate: <span itemprop="birthdate">October 1960</span></span> <span id="property">Address: <span itemprop="address" itemscope itemtype="http://schema.org/PostalAddress"> <span itemprop="streetAddress">Technikerstr. 21a</span>, <span itemprop="postalCode">6020</span> <span itemprop="addressLocality">Innsbruck</span>, <span itemprop="addressRegion">Tirol</span> </span></span> <span id="property">Tel.: <span itemprop="telephone">+43 512 507 6485</span></span> <span id="property">E-Mail: <a href="mailto:dieter.fensel@sti2.at" itemprop="email">dieter.fensel@sti2.at</a></span> <span id="property">WWW: <a href="http://www.fensel.com/" itemprop="url">http://www.fensel.com/</a></span> </div></body><html> www.sti-innsbruck.at 57 Separating Content and Rendering • Style Sheet 1: body { background-color: rgb(220,220,255); font family: Times font-family:"Times New Roman"; Roman ; font-size:20px; } img { float: right; } span[id="property"] { display: block; font-style: italic; } span[itemprop] { font-weight: bold; font style: font-style: normal; } a:link { color: green; font-style: normal; font-weight: bold; } www.sti-innsbruck.at 58 29
  • 30. 10/21/2012 Separating Content and Rendering • Style Sheet 2: body { font-family:"Calibri"; font size:25px; font-size:25px; } img { float: left; width: 120px; margin-right: 50px; } span[id="property"] { margin-right: 40px; float: left; } span[itemprop] { font-style: italic; } a:link { font-style: italic; font-weight: bold; } www.sti-innsbruck.at 59 Use an Ontology to model the content www.sti-innsbruck.at 60 30
  • 31. 10/21/2012 Use a weaver to align content and channels Branch specific Ontology Distribute content Collect feedback Weaver + statistics Web/Blog Social Web Web 3.0/Mobile/Other www.sti-innsbruck.at 61 Semantic Channel Modelling Branch specific Ontology Distribute content Collect feedback Matcher + statistics Web/Blog Social Web Web 3.0/Mobile/Other www.sti-innsbruck.at 62 31
  • 32. 10/21/2012 Semantic Channel Modelling • The number of digital publishing channels has increased exponentially in the past decade. • Using semantics (i.e., an Ontology) to describe these channels. • Automatic review and adjustment of content and dissemination to channels based on semantic match-making. • Content-Channel mapping becomes an instance of Ontology alignment. www.sti-innsbruck.at 63 Infrastructure Channels Content SEMANTIC COMMUNICATION ARCHITECTURE INNSBRUCK (SCAI *SKY) www.sti-innsbruck.at 64 32
  • 33. 10/21/2012 Reference architecture • SCAI is a reference architecture. • A reference software architecture is a software architecture where the structures and respective elements and relations provide templates for concrete architectures in a particular domain. • A reference architecture consists of a list of functions and some indication of their interfaces (or APIs) and interactions with each other and with functions located outside of the scope of the reference architecture. • SCAI provides a semantic engagement engine applicable to various domains and tasks tasks. • Core of its efficiently and flexibility is – its separation of concern. – and the proper separation and alignment of form and substance. www.sti-innsbruck.at 65 SCAI is based on three different types of functionalities. • Infrastructure – The infrastructure layer provides basic functionalities needed by the other functionalities. f ti liti – The infrastructure layer is responsible for separating and multiple alignments of communication content and communication channels. • Communication – The communication layer used the basic functionality of the infrastructure layer to implement the on-line communication of an agent. – It combines these elements into useful patterns of on-line interactions. – It supports exchange of meaning. • Engagement – turns communication into cooperation. – Workflow – Crow sourcing – Value generation through on-line cooperation. www.sti-innsbruck.at 66 33
  • 34. 10/21/2012 Customization of the Architecture • To derive concrete products and services from the reference architecture it must be instantiated for Application types (Tasks) and Domains. • Task customization: – Advertisement – Customer Relationship Management – Revenue management – Brand management – Reputation management – Quality management • Domain Customization: E.g., eTourisms. www.sti-innsbruck.at 67 Infrastructure Infrastructure Channels Content • Content can be down-/and uploaded from GUIs, Repositories, CMSs, and others • Channels are the millions of on-line communication possibilities www.sti-innsbruck.at 68 34
  • 35. 10/21/2012 Infrastructure Infrastructure Weaver Channel Manager - Integrates Content Manager - Import Content - Personalizes - Export Content - Interacts - Describes Channels Channels Content www.sti-innsbruck.at 69 Infrastructure – Weaver • Separating content from channels also requires the explicit alignment of both. • This is achieved through a weaver. • A weaver is – an uni-set of tuples describing bi-directional content-channel mappings, – an execution engine for these tuples, – a GUI to define these tuples, and – a management and monitoring component for these tuple sets. www.sti-innsbruck.at 70 35
  • 36. 10/21/2012 Communication • Meaningful communication requires often more than just a single and isolated act of exchanging information. – It can be active or reactive (Dissemination, Social Media Monitoring, and its integration) – It has a trace, a history – It needs multi-channel switch – It is bi-directional and multi-agent – It is based on patterns of successful interaction styles (campaigning versus individual interaction, etc.) www.sti-innsbruck.at 71 Dissemination and Social Media Monitoring Dissemination and Social Media Monitoring FORUMS/NEWSGROUPS MICROBLOGS VIDEO SHARING SOCIAL NETWORKS WIKIS PHOTO SHARING SOCIAL MEDIA NEWS AGGREGATORS MAINSTREAM MEDIA BLOGS Image taken from: http://nichcy.org/wp-content/uploads/2011/01/rsz_1rsz_dissemination2.jpg 72 www.sti-innsbruck.at 36
  • 37. 10/21/2012 Communication - Integration of Publication and Monitoring Communication • Active and reactive communication Multi Channel Multi-Channel Social Media Publishing Monitoring www.sti-innsbruck.at 73 Feedback Example of  Active  Communication  performed by a  hotelier on  Facebook www.sti-innsbruck.at 74 37
  • 38. 10/21/2012 Feedback Customer  response to the  hotel’s message www.sti-innsbruck.at 75 Response Transmitter: guest at  hotel Reactor: hotelier Source: http://www.tripadvisor.com/ShowUserReviews-g53449-d96753-r130438938-Hampton_Inn_Pittsburgh_Greentree-Pittsburgh_Pennsylvania.html www.sti-innsbruck.at 76 38
  • 39. 10/21/2012 Communication - Trace Tracing a conversation is crucial for making communication effective and efficient, and is therefore required for Communication • Active and reactive • Communication has a history communication • Tracing the communication • The communication history IS the trace • Communication must be Multi-Channel Social Media remembered otherwise it is Publishing Monitoring meaningless www.sti-innsbruck.at 77 Communication - Multi-Channel Switch (Online) Communication is scattered over multiple, often very different channels. Communication • Active and reactive • Agents are challenged to communication • Tracing the communication disseminate information over all • Multi-channel switch appropriate channels. • Activities of all channels the agent is active in must be Multi-Channel Social Media monitored. Publishing Monitoring • Impact, Feedback and I t F db k d Responses need to be collected from all channels. • E.g., switch from a public tweet to a private email response. www.sti-innsbruck.at 78 39
  • 40. 10/21/2012 Communication - Multi-Agent • Communication requires at least two agents: a speaker and a Communication listener. • Active and reactive communication • Tracing the communication Tracing the communication • However, communication does • Multi‐channel switch • Multi‐agent not occur in a void – thus the initial model may never occur in real life as there may always be Multi‐Channel Social Media more than one listener or more Publishing Monitoring than one agent. • Agents may receive responses from multiple listeners that may also listen and start to interact with each other. www.sti-innsbruck.at 79 Communication Patterns • In software engineering, a design pattern is a general reusable Communication • Active and reactive communication solution to a commonly • Tracing the communication Tracing the communication • Multi‐channel switch occurring problem within a • Multi‐agent • Patterns given context in software design. • It is a description or template for how to solve a problem that Multi‐Channel Social Media Publishing Monitoring can be used in many different situations. • So patterns are formalized best practices that you must implement yourself in your application. • Based on this definition of Software design patterns we introduce at this point the idea of the communication patterns. www.sti-innsbruck.at 80 40
  • 41. 10/21/2012 Communication Patterns • The communication patterns could be a way to facilitate the response phase of an enterprise. • A rich set of communication paradigms that address different types of issues by describing workflows of interaction with customers or potential customers. • It should be a dynamic set of patterns in the sense that it is being extended and altered continuously according to the needs of the customers and the nature of the issues that are arising. www.sti-innsbruck.at 81 Engagement Engagement Value-chain generation Crowdsourcing Workflow management www.sti-innsbruck.at 82 41
  • 42. 10/21/2012 Engagement Workflow management • A workflow consists of a sequence of concatenated (connected) steps*. • Workflow management refers to the process of assigning, tracking and responding to social media streams, usually in a team environment in order to prevent double responses and missed opportunities. It is crucial for an enterprise tool to promote team productivity through collaboration. • Example: Bad review *http://en.wikipedia.org/wiki/Workflow www.sti-innsbruck.at 83 Engagement - Crowdsourcing • Crowdsourcing is the act of taking a job traditionally performed by a designated agent (usually an employee) and outsourcing it to an undefined, generally large group of people in the form of an open call. • The application of Open Source principles to fields outside of software. Howe (2008, 2009) www.sti-innsbruck.at 84 42
  • 43. 10/21/2012 Engagement - Crowdsourcing Amazon Mechanical Turk • Amazon’s Mechanical Turk is a market in which anyone can post tasks to be Amazon s completed and specify prices paid for completing them. • The inspiration of the system was to have users complete simple tasks that would otherwise be extremely difficult (if not impossible) for computers to perform. • A number of businesses use Mechanical Turk to source thousands of micro- tasks that require human intelligence, for example to identify objects in images, images find relevant information or to do natural language processing information, processing. • Mechanical Turk has more than 500,000 people in its workforce. Their median wage is about $1.40 an hour.* • Example: Turn a text into a tweet. *http://www.economist.com/node/21555876 www.sti-innsbruck.at 85 Engagement Value-Chain generation “A value chain is a chain of activities for a firm operating in a specific industry. The business unit is the appropriate level for construction of a value chain not chain, the divisional level or corporate level. Products pass through all activities of the chain in order, and at each activity the product gains some value. The chain of activities gives the products more added value than the sum of the independent activities' values.” Wikipedia www.sti-innsbruck.at 86 43
  • 44. 10/21/2012 Engagement Value-Chain generation • The value chain generation lays on top of the other layers (i.e. workflow management, crowdsourcing and communication patterns) and reflects the aim of the enterprise to monetize their activities through these layers. • The ultimate target for keeping the customers happy and engaged to the brand is to increase the revenue. Thus, it is important to have a layer on top of the communication that transforms long-term relationships into economic transactions and new opportunities for the enterprise. • For example, for a hotelier this layer could be the bookability of his services. www.sti-innsbruck.at 87 SCEI - Summary Communication • Active and reactive communication • Tracing the communication • Multi-channel switch • Multi-agent ment • Pattern Value-chain generation Engagem Multi-Channel Publishing Social Media Monitoring Crowdsourcing Workflow management Infrastructure www.sti-innsbruck.at 88 44
  • 45. 10/21/2012 SEEKDA SOCIAL AGENT www.sti-innsbruck.at 89 Facts and Figures on Tourism in Austria and Tyrol • Total overnight stays 126 Mio in Austria (42,7 Mio in Tyrol) • Travel intensity per inhabitant (number of overnight stays divided by the resident population): T t l 16 (63 i T l) id t l ti ) Total in Tyrol) • Direct employment in tourism: Total 307.000 • Direct spendings of foreign and resident visitors: 31 B € • Direct percentage of overall GDP through tourism: 7.4% www.sti-innsbruck.at 90 45
  • 46. 10/21/2012 Facts and Figures on Tourism in Austria and Tyrol source: http://www.tnooz.com/wp-content/uploads/2012/07/four-pillars-FULLjpg.jpg www.sti-innsbruck.at 91 Multi-channel booking problem • Hotels are facing the multi-channel booking problem • More than 100 different booking channels available • Daily maintenance of right balance of rooms availability across more than 100 channels does not scale • Average time for hoteliers required to maintain a profile of a medium size hotel at one portal takes between 5 to 15 minutes a day • An effort of maintaining hotel’s profile on 100 portals would require then at least 20 hours of work www.sti-innsbruck.at 92 46
  • 47. 10/21/2012 The multi-channel solution for hotel-industry internet distribution seekda! connect www.sti-innsbruck.at 93 seekda connect • Automatic support for online booking on multiple channels • One single entry point providing direct connections to different booking platforms • Simple, Web-based user interface for management of bookings www.sti-innsbruck.at 94 47
  • 48. 10/21/2012 Direct bookability for hotels • Booking quickly and directly via hotel Web sites • Seekda producs for direct bookability: – Dynamic Shop – Dynamic Shop Mobile • Benfits: – Hotels do not give part of their profit to booking chanells – Guests spend less time in booking using the instant booking engine solution of seekda www.sti-innsbruck.at 95 Direct bookability for hotels • Challenges: – Does the customer find the hotel web site? – Does the customer trust the web site? – Are his/her requests properly answered? – Is his/her feedback taken serious and form a positive review of the hotel? • Multi-channel communication tools can improve revenues and benefits within the hospitality industry by: – Increasing the on-line visible presence of hotels – Make hotels offers visible to a broader audience via multiple channels – Attract potential guests to hotel websites and thus increase direct bookability – effective and targeted on-line marketing www.sti-innsbruck.at 96 48
  • 49. 10/21/2012 Multi Channel Communication and Yield Management SCAI *sky + holistic h li i multi-channel communication li h l i i and revenue management for the hotelier www.sti-innsbruck.at 97 Touristic Portal • Multi-channel communication (SCAI *sky) • seekda booking engine • Linked Open Data (LOD) • On the fly service integration as you pay • Everything integrated into a comprehensive map www.sti-innsbruck.at 98 49
  • 50. 10/21/2012 Multi-channel communication SCEI Branch specific concepts Distribute content Collect feedback Weaver + statistics Web/Blog Social Web Web 3.0/Mobile/Other www.sti-innsbruck.at 99 seekda booking engine - direct bookability for hotels • Booking quickly and directly via hotel Web sites • Seekda producs for direct bookability: – Dynamic Shop – Dynamic Shop Mobile • Benfits: – Hotels do not give part of their p profit to booking chanells g – You do not loose the guest having him booking other hotels www.sti-innsbruck.at 100 50
  • 51. 10/21/2012 Linked Open Data (LOD) • Use LOD to integrate and lookup data about – places and routes – time-tables for public transport – hiking trails – ski slopes – points-of-interest www.sti-innsbruck.at 101 Linked Open Data (LOD) - data sets • Open Streetmap • Google Places • Databases of government – TIRIS – DVT • Tourism & Ticketing association • IVB (busses and trams) • OEBB (trains) • Ärztekammer • Supermarket chains: listing of products • Hofer and similar: weekly offers • Innsbruck Airport (travel times, airline • ASFINAG: Traffic/Congestion data schedules) • Herold (yellow pages) (y p g ) • ZAMG (Weather) • City archive • University of Innsbruck (Curricula, student statistics, study possibilities) • Museums/Zoo • IKB (electricity, water consumption) • News sources like TT (Tyrol's major daily newspaper) • Entertainment facilities (Stadtcafe, Cinema...) • Statistik Austria • Special offers (Groupon) www.sti-innsbruck.at 102 51
  • 52. 10/21/2012 On the fly service intergation as you pay • Data and services from destination sites integrated for recommendation and booking of – Hotels H t l – Restaurants – Cultural and entertainment events – Sightseeing – Shops • Two integration approaches: – ad-hoc service integration: via Web scrapping as a quick integration solution – via APIs and backend integration for a long term, durable solution www.sti-innsbruck.at 103 Everything integrated: Tourist Map Austria • Based on Open Street Map www.sti-innsbruck.at 104 52
  • 53. 10/21/2012 Everything integrated: Tourist Map Austria • Based on Open Street Map • Increase on-line visibility for hotel and destination via multi- channel communication - SCAI SCAI www.sti-innsbruck.at 105 Everything integrated: Tourist Map Austria • Based on Open Street Map • Increase on-line visibility for hotel and destination via multi- channel communication - SCEI • Hotels, ski passes, etc. directly bookable – seekda engine SCEI www.sti-innsbruck.at 106 53
  • 54. 10/21/2012 Everything integrated: Tourist Map Austria • Based on Open Street Map • Increase on-line visibility for hotel and destination via multi- channel communication - SCEI • Hotels, ski passes, etc. directly bookable – seekda engine • LOD to integrate and lookup data about hiking trails, ski slopes, etc. SCEI LOD www.sti-innsbruck.at 107 Everything integrated: Tourist Map Austria • Based on Open Street Map • Increase on-line visibility for hotel and destination via multi- channel communication - SCEI • Hotels, ski passes, etc. directly bookable – seekda engine • LOD to integrate and lookup data about hiking trails, ski slopes, etc. • On the fly service integration as you pay SCEI LOD www.sti-innsbruck.at 108 54
  • 55. 10/21/2012 6. SUMMARY www.sti-innsbruck.at 109 Summary • The multi-channel monster can be seen as a threat of: – Failing to be properly present (active and passive) in a multitude of opportunities – Spending a non-justify effort on achieving the former – Going out of business in both cases (even if for different reasons) • We propose a scalable solution for this based on using semantics. • Core is the separation of content and channel and its explicit interweavement. • For our approach, semantics is a corner stone but requires many additional services and layers to actually provide its potential. • Together with Seekda we are currently focusing on the eTourisms domain, however, other verticals may follow. • In general, we target domains (verticals) with many SMEs that need to intensively interact with their customers on-line. www.sti-innsbruck.at 110 55