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Beyond Search: Computational Intelligence for the Web

Join us for an insightful workshop exploring the intersection of computational intelligence and the web. We’ll address the challenges of user understanding and data accessibility, examining how machine learning can revolutionize our interaction with digital content. The program includes discussions on knowledge representation, social networks, and game theory, featuring experts from Microsoft, Yahoo Labs, CyCorp, and more. This event promises to enhance your understanding of the emerging knowledge web and its applications in various domains.

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Beyond Search: Computational Intelligence for the Web

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Presentation Transcript

  1. Beyond Search: Computational Intelligence for the Web

  2. Why this Workshop? • There are islands of data and functionality. • The Web does not understand the user. • The user cannot harness the power of the Web. • Can machine learning help?

  3. Programme Friday morning: Knowledge Representation and Reasoning Friday afternoon: Social Networks Saturday morning: Machine Learning Saturday afternoon: Game Theory and Mechanism Design

  4. Knowledge Representation and Reasoning 7:40-8:40 Evolving Today's Web into a Knowledge Web,AC Surendran, Tarek Najm, Phani Vaddadi (Microsoft) 8:40-9:10Some Machine Learning Problems related to Content Optimization,Deepak Agarwal (Yahoo Labs) 9:10-9:30  Break  9:30-10:30 Beyond the Semantic Web,Doug Lenat (CyCorp) 10:30-11:00  Discussion and wrap-up 

  5. Social Networks 16:00-17:00   Scalable Collaborative Filtering Algorithms for Mining Social Networks, Edward Chang (Google) 17:00-17:20Break 17:20-17:40Trust-Enhanced Peer-to-Peer Collaborative Web Search,Barry Smyth, Peter Briggs (UC Dublin) 17:40-18:00Collective Wisdom: Information Growth in Wikis and Blogs, Sanmay Das, Malik Magdon-Ismail (Rensselaer Polytechnic) 18:00-18:30  Discussion and wrap-up   

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