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

28 Citations (Scopus)
37 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
CountryNetherlands
CityEindhoven
Period6/06/116/06/11

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