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      Usage Context-based Object Recommendation

      proceedings-article
      Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013) (FDIA)
      Future Directions in Information Access (FDIA 2013)
      3 September 2013
      recommender systems, collaborative filtering, semantic similarity, usage data, context
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            Abstract

            In this paper, we present a new way of discovering semantic relations between items by comparing their usage contexts in online portals. This way, we do not need to consider the content of the items to find semantic similarities. Additionally, we explore the use of these usage context-based similarities for enhancing recommender systems.

            Content

            Author and article information

            Contributors
            Conference
            September 2013
            September 2013
            : 26-31
            Affiliations
            [0001]Fraunhofer Institute for Applied Information Technology FIT

            Schloss Birlinghoven

            Sankt Augustin, Germany

            www.fit.fraunhofer.de
            Article
            10.14236/ewic/FDIA2013.6
            ad9d7b64-32f6-4ce8-88a4-7a163f93a78f
            © Katja Niemann. Published by BCS Learning and Development Ltd. Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013), Granada, Spain

            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/

            Fifth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2013)
            FDIA
            5
            Granada, Spain
            3 September 2013
            Electronic Workshops in Computing (eWiC)
            Future Directions in Information Access (FDIA 2013)
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/FDIA2013.6
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            recommender systems,semantic similarity,context,collaborative filtering,usage data

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