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BlogIntelligence –
Mining the Social Web
Philipp Berger
Booth 2003
What is the Social Web?
■ Journalistic Networks (Weblogs)
■ Professional Networks (Xing, LinkedIn)
■ Personal Networks (Facebook)
■ Short-Message Services (Twitter)
■ Picture and Video Sharing
(Instagram, YouTube)
2
Our Research Area
Knowledge Engineering for the Social Web
■ Personal opinions, discussions,
profiles, communities and networks
■ Our research focuses the generation of new beneficial knowledge out of
the Big Data of the Social Web
3
The Blog-Intelligence Project
4
■ Part of our Social Media Analysis
Research
■ Focuses on the blogosphere and its
surroundings
■ Explores the content and network to
derive new knowledge
Find and Collect Blogs
5
■ Identify new blogs via link
traversal
■ Download all content and
semantic information (author,
title, date, …) to our local
database
Storing big blog data
6
■ In-Memory Technology and Multi-Core Architecture
enable real-time analysis
■ Speeds up
■ Complex selection of most promising URLs
■ Analysis of billions of links
■ Analysis of unstructured text
■ Integrates users in an explorative process
Analysis
7
■ The power of SAP HANA enables new and
fast analytics
■ Two analysis areas
■ content-oriented:
knowledge from raw texts
■ network-oriented:
knowledge through relations
Content-oriented Analysis
■ Personalized Search
■ tailor-made view on the blogosphere
■ What‘s up
■ monitor topics of highest interest (buzz)
■ Trends
■ Predict the next big thing by analyzing the history
8
Network-oriented Analysis
■ Communities
■ find highly connected and similar people
■ Ranking
■ Who are the opinion leaders of the Social Web?
■ Information Spreading
■ explore start, end, and the entire flow of discussions
9
■ show hidden structures and give
new ways to explore social networks
Visualizing Knowledge
10
Visualizing Knowledge
11
■ Understand blogs by
viewing their ever-
changing
topical profile
■ Help users to understand
and follow discussions
■ Visit Us to see more!
■ Booth Number 2003
■ http://www.blog-intelligence.com
Visualizing Knowledge
12

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Blog intelligence – mining the social web

  • 1. BlogIntelligence – Mining the Social Web Philipp Berger Booth 2003
  • 2. What is the Social Web? ■ Journalistic Networks (Weblogs) ■ Professional Networks (Xing, LinkedIn) ■ Personal Networks (Facebook) ■ Short-Message Services (Twitter) ■ Picture and Video Sharing (Instagram, YouTube) 2
  • 3. Our Research Area Knowledge Engineering for the Social Web ■ Personal opinions, discussions, profiles, communities and networks ■ Our research focuses the generation of new beneficial knowledge out of the Big Data of the Social Web 3
  • 4. The Blog-Intelligence Project 4 ■ Part of our Social Media Analysis Research ■ Focuses on the blogosphere and its surroundings ■ Explores the content and network to derive new knowledge
  • 5. Find and Collect Blogs 5 ■ Identify new blogs via link traversal ■ Download all content and semantic information (author, title, date, …) to our local database
  • 6. Storing big blog data 6 ■ In-Memory Technology and Multi-Core Architecture enable real-time analysis ■ Speeds up ■ Complex selection of most promising URLs ■ Analysis of billions of links ■ Analysis of unstructured text ■ Integrates users in an explorative process
  • 7. Analysis 7 ■ The power of SAP HANA enables new and fast analytics ■ Two analysis areas ■ content-oriented: knowledge from raw texts ■ network-oriented: knowledge through relations
  • 8. Content-oriented Analysis ■ Personalized Search ■ tailor-made view on the blogosphere ■ What‘s up ■ monitor topics of highest interest (buzz) ■ Trends ■ Predict the next big thing by analyzing the history 8
  • 9. Network-oriented Analysis ■ Communities ■ find highly connected and similar people ■ Ranking ■ Who are the opinion leaders of the Social Web? ■ Information Spreading ■ explore start, end, and the entire flow of discussions 9
  • 10. ■ show hidden structures and give new ways to explore social networks Visualizing Knowledge 10
  • 11. Visualizing Knowledge 11 ■ Understand blogs by viewing their ever- changing topical profile
  • 12. ■ Help users to understand and follow discussions ■ Visit Us to see more! ■ Booth Number 2003 ■ http://www.blog-intelligence.com Visualizing Knowledge 12