Context-aware personalized search based on user and resource profiles in folksonomies

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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Detail(s)

Original languageEnglish
Title of host publicationWeb Technologies and Applications
Subtitle of host publication14th Asia-Pacific Web Conference, APWeb 2012, Proceedings
PublisherSpringer Verlag
Pages97-108
Volume7235 LNCS
ISBN (Print)9783642292521
Publication statusPublished - 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7235 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Title14th Asia Pacific Web Technology Conference, APWeb 2012
PlaceChina
CityKunming
Period11 - 13 April 2012

Abstract

The explosion of collaborative tagging data nowadays prompts an urgent demand upon Web 2.0 communities in assisting users to search interested resources quickly and effectively. Such a requirement entails much research on utilization of tag-based user and resource profiles so as to provide a personalized search in folksonomies. However, one major shortage for existing methods is their uniform treatment of user profile in the same way for each query, hence the search context for each query is ignored. In this paper, we focus on addressing this problem by modeling the search context. To capture and understand user intention, a nested context model is proposed. Furthermore, we conduct the experimental evaluation upon a real life data set, and the experimental result demonstrates that our approach is more effective than baselines. © 2012 Springer-Verlag Berlin Heidelberg.

Citation Format(s)

Context-aware personalized search based on user and resource profiles in folksonomies. / Xie, Haoran; Li, Qing; Mao, Xudong.
Web Technologies and Applications: 14th Asia-Pacific Web Conference, APWeb 2012, Proceedings. Vol. 7235 LNCS Springer Verlag, 2012. p. 97-108 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7235 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review