Exploiting Tag Relations to Improve Search in Collaborative Tagging Systems

被引：0

作者：

Lin, Huairen ^{[1
]}

Davis, Joseph ^{[1
]}

机构：

[1] Univ Sydney, Sch IT, Knowledge Discovery & Management Res Grp, Sydney, NSW, Australia

来源：

2010 IEEE FOURTH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC 2010) | 2010年

关键词：

tagging; semantic search; tag relateness;

D O I：

10.1109/ICSC.2010.13

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The main problem of tag-based search in collaborative tagging system (CTS) is the lack of explicit semantic relations between tags. To address this problem, we propose an approach based on the integration of symmetrical and asymmetrical similarity measures to calibrate the relatedness between tags and then further organize them into an ontological structure. We also demonstrate how this extracted knowledge will help to apply semantic web techniques to existing web2.0 applications such as CTS and improve their search and browse capabilities.

引用

页码：442 / 443

页数：2

共 50 条

[1] The Impact of Multifaceted Tagging on Learning Tag Relations and Search
Abel, Fabian
Henze, Nicola
Kawase, Ricardo
Krause, Daniel
SEMANTIC WEB: RESEARCH AND APPLICATIONS, PT 2, PROCEEDINGS, 2010, 6089 : 90 - +
[2] Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems
Font, Frederic
Serra, Joan
Serra, Xavier
INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2013, 9 (02) : 1 - 30
[3] TAG RECOMMENDATION BASED ON USER'S BEHAVIOR IN COLLABORATIVE TAGGING SYSTEMS
Ilhan, Nagehan
Oguducu, Sule Gunduz
ICAART 2011: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1, 2011, : 570 - 573
[4] Exploring Social Relations for Personalized Tag Recommendation in Social Tagging Systems
Liu, Kaipeng
Fang, Binxing
Zhang, Weizhe
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2011, E94D (03) : 542 - 551
[5] Enrichment of ontology by exploiting collaborative tagging systems: A contextual semantic approach
Qassimi, Sara
Abdelwahed, El Hassan
Hafidi, Meriem
Lamrani, Rachid
PROCEEDINGS OF 2016 THIRD INTERNATIONAL CONFERENCE ON SYSTEMS OF COLLABORATION (SYSCO), 2016, : P71 - P76
[6] Hybrid Content and Tag-based Profiles for Recommendation in Collaborative Tagging Systems
Godoy, Daniela
Amandi, Analia
2008 LATIN AMERICAN WEB CONFERENCE (LA-WEB), 2008, : 58 - +
[7] Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems
Zhou, Dong
Wu, Xuan
Zhao, Wenyu
Lawless, Seamus
Liu, Jianxun
COLLABORATE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING, COLLABORATECOM 2016, 2017, 201 : 408 - 417
[8] Exploiting Social Tagging in Web API Search
Bianchini, Devis
De Antonellis, Valeria
Melchiori, Michele
ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2013 CONFERENCES, 2013, 8185 : 764 - 771
[9] Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences
Jiang, Zigui
Zhou, Ao
Wang, Shangguang
Sun, Qibo
Lin, Rongheng
Yang, Fangchun
PROCEEDINGS 2016 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2016), 2016, : 786 - 789
[10] Integrating Tags and Ratings into User Profiling for Personalized Search in Collaborative Tagging Systems
Cai, Yi
Han, Hao
Chen, Jian
Shao, Yifeng
Leung, Ho-fung
Min, Huaqing
2012 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT 2012), VOL 1, 2012, : 716 - 723

← 1 2 3 4 5 →