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      Personalization of Social Media

      BCS IRSG Symposium: Future Directions in Information Access 2007 (FDIA)

      Future Directions in Information Access

      28-29 August 2007

      Social Media, Personalization, Collaborative Tagging, Rating, Collaborative Filtering, Information Retrieval

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          Abstract

          This article describes a framework that captures collaborative tagging systems, and derives from it an overview of user tasks that qualify for personalization in such a system. Major research areas have focused on some of these tasks, but we identify many more opportunities. We propose a collaborative model that combines collaborative filtering and information retrieval techniques in order to assists the user to achieve these tasks. Based only on the user’s tags, this personalization model assumes that a user’s tags identify this user’s taste. Because many users do not only tag the content that matches their taste, we propose an evaluating experiment that shows if rating information can be used to adjust the users’ taste profiles. This experiment is one of the steps to advance to a completely personalized model, integrating user preference, content annotations and people relations.

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          TRIBLER: a social-based peer-to-peer system

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            Author and article information

            Contributors
            Conference
            August 2007
            August 2007
            : 1-6
            Affiliations
            Faculty of Electrical Engineering, Mathematics and Computer Science

            Delft University of Technology

            The Netherlands
            Article
            10.14236/ewic/FDIA2007.14
            © Maarten Clements. Published by BCS Learning and Development Ltd. BCS IRSG Symposium: Future Directions in Information Access 2007, Glasgow

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            BCS IRSG Symposium: Future Directions in Information Access 2007
            FDIA
            Glasgow
            28-29 August 2007
            Electronic Workshops in Computing (eWiC)
            Future Directions in Information Access
            Product
            Product Information: 1477-9358BCS Learning & Development
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

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