Bridging recommendation and adaptation: generic adaptation framework - twittomender compliance study

J. Hannon, E. Knutov, P.M.E. De Bra, M. Pechenizkiy, K. McCarthy, B. Smyth

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    31 Citations (Scopus)
    51 Downloads (Pure)

    Abstract

    In this paper we consider Recommender System (RS) modeling in terms of Adaptive Hypermedia Systems (AHS) and investigate AHS and RS functionality compliance in terms of common features, functionality, building blocks and composition of the system. We bring up complementary aspects of adaptation, personalization and recommendation in a context of a generic framework which provides properties of information fusion and heterogeneity and could serve as a reference model. We show major recommendation functionality in terms of the reference structure and recommendation process by presenting a conceptual generic ‘adaptation-recommendation’ sequence chart which overlays and combines properties of adaptation and recommendations taking advantages of both. In fact we show that RS if implemented on the web can be considered as AHS, in this wise a generic framework should be capable of describing virtually any RS. In the case study we scrutinize the Twittomender3 RS. We decompose the system in building blocks, outline and highlight its properties along with the advantages and possible enhancements. We conclude by summarizing framework advantages and AH recommendation compliant features as well as lessons learned from this study.
    Original languageEnglish
    Title of host publicationProceedings of 2nd International Workshop on Dynamic and Adaptive Hypertext (DAH'2011, Eindhoven, The Netherlands, June 6, 2011)
    EditorsM. Pechenizkiy, E. Knutov, M. Yudelson, F. Abel, G.J.P.M. Houben, E. Herder
    PublisherCEUR-WS.org
    Pages1-9
    Number of pages9
    Publication statusPublished - 2012
    EventWorkshop on Dynamic and Adaptive Hypertext 2011: Generic Frameworks, Approaches and Techniques, DAH 2011 - Eindhoven, Netherlands
    Duration: 6 Jun 20116 Jun 2011

    Publication series

    NameCEUR Workshop Proceedings
    Volume823
    ISSN (Print)1613-0073

    Conference

    ConferenceWorkshop on Dynamic and Adaptive Hypertext 2011: Generic Frameworks, Approaches and Techniques, DAH 2011
    Country/TerritoryNetherlands
    CityEindhoven
    Period6/06/116/06/11

    Fingerprint

    Dive into the research topics of 'Bridging recommendation and adaptation: generic adaptation framework - twittomender compliance study'. Together they form a unique fingerprint.

    Cite this