Personalized Social Query Expansion Using Social Bookmarking Systems

被引：0

作者：

Bouadjenek, Mohamed Reda ^{[1
,2
]}

Hacid, Hakim ^{[1
]}

Bouzeghoub, Mokrane ^{[2
]}

Daigremont, Johann ^{[1
]}

机构：

[1] Ctr Villarceaux, Bell Labs France, F-91620 Nozay, France

[2] Univ Versailles, Lab PRiSM, F-78035 Versailles, France

来源：

PROCEEDINGS OF THE 34TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR'11) | 2011年

关键词：

Personalization; Social Information Retrieval; Social networks;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We propose a new approach for social and personalized query expansion using social structures in the Web 2.0. While focusing on social tagging systems, the proposed approach considers (i) the semantic similarity between tags composing a query, (ii) a social proximity between the query and the user profile, and (iii) on the fly, a strategy for expanding user queries. The proposed approach has been evaluated using a large dataset crawled from del.icio.us.

引用

页码：1113 / 1114

页数：2

共 50 条

[1] Personalized Retrieval in Social Bookmarking
Bateman, Scott
Muller, Michael J.
Freyne, Jill
[J]. GROUP 2009 PROCEEDINGS, 2009, : 91 - 94
[2] Axiomatic Term- Based Personalized Query Expansion Using Bookmarking System
Mulhem, Philippe
Amer, Nawal Ould
Gery, Mathias
[J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, DEXA 2016, PT II, 2016, 9828 : 235 - 243
[3] Improving search via personalized query expansion using social media
Dong Zhou
Séamus Lawless
Vincent Wade
[J]. Information Retrieval, 2012, 15 : 218 - 242
[4] Improving search via personalized query expansion using social media
Zhou, Dong
Lawless, Seamus
Wade, Vincent
[J]. INFORMATION RETRIEVAL, 2012, 15 (3-4): : 218 - 242
[5] INNOVATION IMPACTS OF USING SOCIAL BOOKMARKING SYSTEMS
Gray, Peter H.
Parise, Salvatore
Iyer, Bala
[J]. MIS QUARTERLY, 2011, 35 (03) : 629 - 643
[6] Personalized information service based on social bookmarking
Xu, YF
Zhang, L
[J]. DIGITAL LIBRARIES: IMPLEMENTING STRATEGIES AND SHARING EXPERIENCES, PROCEEDINGS, 2005, 3815 : 475 - 476
[7] Cubic analysis of social bookmarking for personalized recommendation
Xu, YF
Zhang, L
Liu, W
[J]. FRONTIERS OF WWW RESEARCH AND DEVELOPMENT - APWEB 2006, PROCEEDINGS, 2006, 3841 : 733 - 738
[8] Personalized Query Expansion Utilizing Multi-Relational Social Data
Wu, Xuan
Zhou, Dong
Xu, Yu
Lawless, Seamus
[J]. 2017 12TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP 2017), 2017, : 65 - 70
[9] Tag recommendations in social bookmarking systems
Jaeschke, Robert
Marinho, Leandro
Hotho, Andreas
Schmidt-Thieme, Lars
Stumme, Gerd
[J]. AI COMMUNICATIONS, 2008, 21 (04) : 231 - 247
[10] Social Semantic Query Expansion
Biancalana, Claudio
Gasparetti, Fabio
Micarelli, Alessandro
Sansonetti, Giuseppe
[J]. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2013, 4 (04)

← 1 2 3 4 5 →