Social and Behavioral Aspects of a Tag-Based Recommender System

Frederico Durao, Peter Dolog

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

3 Citationer (Scopus)

Resumé

Collaborative tagging has emerged as a useful means to organize and share resources on the Web. Recommender systems have been utilized tags for identifying similar resources and generate personalized recommendations. In this paper, we analyze social and behavioral aspects of a tag-based recommender system which suggests similar Web pages based on the similarity of their tags. Tagging behavior and language anomalies in tagging activities are some aspects examined from an experiment involving 38 people from 12 countries.
OriginalsprogEngelsk
TitelProceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications
ForlagIEEE Computer Society Press
Publikationsdato2009
Sider294-299
ISBN (Elektronisk)978-0-7695-3872-3
DOI
StatusUdgivet - 2009
BegivenhedIntelligent Systems Design and Applications (ISDA) - Pisa, Italien
Varighed: 30 nov. 20092 dec. 2009
Konferencens nummer: 9

Konference

KonferenceIntelligent Systems Design and Applications (ISDA)
Nummer9
LandItalien
ByPisa
Periode30/11/200902/12/2009

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Recommender systems
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Experiments

Citer dette

Durao, F., & Dolog, P. (2009). Social and Behavioral Aspects of a Tag-Based Recommender System. I Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications (s. 294-299). IEEE Computer Society Press. https://doi.org/10.1109/ISDA.2009.19
Durao, Frederico ; Dolog, Peter. / Social and Behavioral Aspects of a Tag-Based Recommender System. Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press, 2009. s. 294-299
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Durao, F & Dolog, P 2009, Social and Behavioral Aspects of a Tag-Based Recommender System. i Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press, s. 294-299, Intelligent Systems Design and Applications (ISDA), Pisa, Italien, 30/11/2009. https://doi.org/10.1109/ISDA.2009.19

Social and Behavioral Aspects of a Tag-Based Recommender System. / Durao, Frederico; Dolog, Peter.

Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press, 2009. s. 294-299.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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AB - Collaborative tagging has emerged as a useful means to organize and share resources on the Web. Recommender systems have been utilized tags for identifying similar resources and generate personalized recommendations. In this paper, we analyze social and behavioral aspects of a tag-based recommender system which suggests similar Web pages based on the similarity of their tags. Tagging behavior and language anomalies in tagging activities are some aspects examined from an experiment involving 38 people from 12 countries.

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Durao F, Dolog P. Social and Behavioral Aspects of a Tag-Based Recommender System. I Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press. 2009. s. 294-299 https://doi.org/10.1109/ISDA.2009.19