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News from the front:
          WeKnowIt
                  Emerging, Collective
Intelligence for personal, organisational and social use


                    Ansgar Scherp
             University of Koblenz-Landau
               Heraklion, 2nd June 2010



                                              co-funded by the European Union
Massive Web 2.0                       WeKnowIt user-contributed                       Non-Web 2.0 training data
                    (publicly available)

        Locations                                   Topics                                                  Social connections
Personal     Get recommendations                            Tag normalization
                                                                                                                   Emergency alert service
                                                            Tag processing                              Social
             Visual analysis                     Media                                                             Community analysis tool
Media                                                       Text classification
             Text annotation
                                                                                                                 Events
                                                            Hybrid image clustering
             POI recommendation                   Mass
                                                                                                                   Speech search
                                                         Local tag community detector                   Media
 Mass        POI clustering                                                                                        Semantic photo query
             Search place POI                        Entities
                                                             Named entity detection                                       Log merger
                                                 Mass                                                   Organisational
Organisational         csxPOIs                            Entity facet extraction - ranking                               Semaplorer(++)


           Representation                                                                        Access
  Personal          CURIO                           Storage                                                  Account Manager
                                                                                                 Personal
                    VERACITY                                                                                 Login
                                                 Media      Speech Indexing
   Organisational         Event model F                                                        Social    Community administration platform
                                                  Integration       Data Storage
   Integration       Common data model                                                         Organisational      Group Management



        GUI                                                                              ER                               CSG
             Manage Item              Comment                                           Mobile app                        Travel preparation
                                                 System Integration
 Personal     Tag           Users messaging                                             Desktop proto         Use         Mobile guidance
                                                          Mass
                                                                                        Post ER tool         cases        Post-travel logging
                 Search Knowledge Base           Lexical Spam Detector




                                                Technologies Overview
                                                                                                                  co-funded by the European Union
Available Datasets
• 1,117,059 travel & 549 emergency response FlickR photos
   • Geo-tagged
   • Recently uploaded
   • Downloaded both photos and metadata
   • Filtered: Kept only outdoor photos (streets, buildings ...)




                                                    co-funded by the European Union
Building on top of the results
•   VIRaL – Visual retrieval and localisation
     • Expansion of datasets
•   Event detection
     • Recommendation services
     • Track evolution of specific topics
•   Facet navigation through ontology-based classification
•   Community detection
     • Content indexing and tag recommendation
•   Image similarities to weight networks of photographers
•   Semantic POIs  Linked Data (DBpedia)
•   Event-model-F
     • Application in art and cultural heritage
     • Reasoning
•   WKI Data store to enable SPARQL querying




                                                             co-funded by the European Union
Contacts
• Dr. Yiannis Kompatsiaris
   • Informatics and Telematics Institute, Multimedia Knowledge Lab
   • Tel +30-2311-257-774
   • Fax +30-2310-474-128
   • E-mail ikom@iti.gr
   • 6th Km Charilaou-Thermi road, GR57001 Thermi-Thessaloniki, Greece



• Consortium
   • CERTH-ITI, Greece                    • Software Mind, Poland
   • Univ. of Koblenz-Landau, Germany     • Sheffield City Council, UK
   • Univ. of Sheffield, UK               • Brno Univ. of Technology,
   • Karlsruhe Institute of Technology,     Czech Republic
     Germany                              • Telefonica I+D, Spain
   • Vodafone, Greece                     • Yahoo! Iberia, Spain



                                                          co-funded by the European Union

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Emerging Collective Intelligence news from the WeKnowIt front

  • 1. News from the front: WeKnowIt Emerging, Collective Intelligence for personal, organisational and social use Ansgar Scherp University of Koblenz-Landau Heraklion, 2nd June 2010 co-funded by the European Union
  • 2. Massive Web 2.0 WeKnowIt user-contributed Non-Web 2.0 training data (publicly available) Locations Topics Social connections Personal Get recommendations Tag normalization Emergency alert service Tag processing Social Visual analysis Media Community analysis tool Media Text classification Text annotation Events Hybrid image clustering POI recommendation Mass Speech search Local tag community detector Media Mass POI clustering Semantic photo query Search place POI Entities Named entity detection Log merger Mass Organisational Organisational csxPOIs Entity facet extraction - ranking Semaplorer(++) Representation Access Personal CURIO Storage Account Manager Personal VERACITY Login Media Speech Indexing Organisational Event model F Social Community administration platform Integration Data Storage Integration Common data model Organisational Group Management GUI ER CSG Manage Item Comment Mobile app Travel preparation System Integration Personal Tag Users messaging Desktop proto Use Mobile guidance Mass Post ER tool cases Post-travel logging Search Knowledge Base Lexical Spam Detector Technologies Overview co-funded by the European Union
  • 3. Available Datasets • 1,117,059 travel & 549 emergency response FlickR photos • Geo-tagged • Recently uploaded • Downloaded both photos and metadata • Filtered: Kept only outdoor photos (streets, buildings ...) co-funded by the European Union
  • 4. Building on top of the results • VIRaL – Visual retrieval and localisation • Expansion of datasets • Event detection • Recommendation services • Track evolution of specific topics • Facet navigation through ontology-based classification • Community detection • Content indexing and tag recommendation • Image similarities to weight networks of photographers • Semantic POIs  Linked Data (DBpedia) • Event-model-F • Application in art and cultural heritage • Reasoning • WKI Data store to enable SPARQL querying co-funded by the European Union
  • 5. Contacts • Dr. Yiannis Kompatsiaris • Informatics and Telematics Institute, Multimedia Knowledge Lab • Tel +30-2311-257-774 • Fax +30-2310-474-128 • E-mail ikom@iti.gr • 6th Km Charilaou-Thermi road, GR57001 Thermi-Thessaloniki, Greece • Consortium • CERTH-ITI, Greece • Software Mind, Poland • Univ. of Koblenz-Landau, Germany • Sheffield City Council, UK • Univ. of Sheffield, UK • Brno Univ. of Technology, • Karlsruhe Institute of Technology, Czech Republic Germany • Telefonica I+D, Spain • Vodafone, Greece • Yahoo! Iberia, Spain co-funded by the European Union