Blog
About

110
views
0
recommends
+1 Recommend
1 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Conference Proceedings: found
      Is Open Access

      Web Personalization based on Usage Mining

      Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009) (FDIA)

      Computers XXIII Celebrating People and Technology

      1 September 2009

      Web usage mining, Recommender systems, Adaptive Web sites, Personalization

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Personalized or recommender systems are a particular type of information filtering applications. User profiles, representing the information needs and preferences of users, can be inferred from log or clickthrough data, or the ratings that users provide on information items, through their interactions with a system. Such user profiles have been used, for example in iGoogle, to provide personalized recommendations to the users. A user model is a representation of this profile, which can be obtained implicitly through the application of web usage mining techniques.

          Our work aims to develop Web usage mining tasks to model an intranet or local Web site recommender system. We will focus on the users activity on a university Web site, to customize the contents and structure the presentation of a Web site according to the preferences derived from the user’s activity. The customization is based on an individual’s user profile as well as a profile representing the collective interest of the entire user community, in this case all users accessing the Web site. The outcome will be personalized recommendations and presentation of a Web site with respect to the user’s needs.

          Related collections

          Most cited references 9

          • Record: found
          • Abstract: not found
          • Article: not found

          Automatic personalization based on Web usage mining

            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            Web mining research

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Web mining for web personalization

                Bookmark

                Author and article information

                Contributors
                Conference
                September 2009
                September 2009
                : 15-21
                Affiliations
                School of Computer Science and Electronic Engineering

                University of Essex

                Wivenhoe Park, Colchester, Essex, CO4 3SQ, UK
                Article
                10.14236/ewic/FDIA2009.4
                © Sharhida Zawani Saad. Published by BCS Learning and Development Ltd. Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009), Padua, Italy

                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/

                Third BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2009)
                FDIA
                3
                Padua, Italy
                1 September 2009
                Electronic Workshops in Computing (eWiC)
                Computers XXIII Celebrating People and Technology
                Product
                Product Information: 1477-9358BCS Learning & Development
                Self URI (journal page): https://ewic.bcs.org/
                Categories
                Electronic Workshops in Computing

                Comments

                Comment on this article