Please wait a minute...
New Technology of Library and Information Service  2009, Vol. 3 Issue (2): 9-17    DOI: 10.11925/infotech.1003-3513.2009.02.02
article Current Issue | Archive | Adv Search |
An Overview of Research on Collaborative Tagging System
Dou Yumeng  Zhao Danqun
(Department of Information Management, Peking University, Beijing 100871, China)
Download: PDF (607 KB)  
Export: BibTeX | EndNote (RIS)      
Abstract  

This paper concerns on collaborative tagging system, and makes a review on the articles of this field from three levels: research on theories, empirical studies and research on experiments and applications. Finally, the work done in this article is summarized,and the future development of research on collaborative tagging system is discussed.
Key words： Collaborative tagging system      Knowledge management      Tags     
Received: 29 December 2008      Published: 25 February 2009
ZTFLH: 

G350

 		 
Corresponding Authors: Dou Yumeng     E-mail: andydym@gmail.com
About author:: Dou Yumeng,Zhao Danqun
Service
E-mail this article
Add to my bookshelf
Add to citation manager
E-mail Alert
RSS
Articles by authors
DOU Yu-Meng
DIAO Dan-Qun

Cite this article:

Dou Yumeng,Zhao Danqun. An Overview of Research on Collaborative Tagging System. New Technology of Library and Information Service, 2009, 3(2): 9-17.

URL:

http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2009.02.02     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2009/V3/I2/9

［1］ Zauder K, Lazic JL,Zorica MB. Collaborative Tagging Supported Knowledge Discovery［C］. In: Proceedings of the ITI 2007 29th International Conference on Information Technology Interfaces. New York: IEEE Press,2007:437-442.
［2］ Santos-Neto E,Ripeanu M,Iamnitchi A. Tracking Usage in Collaborative Tagging Communities［EB/OL］.［2008-04-24］. http://www.csee.usf.edu/~anda/papers/CAMA07_ready_v2.pdf.
［3］ 风言疯语之IT罗盘. TAG的历史和TAG盛行的原因分析［EB/OL］.［2008-07-05］.http://www.kuangfeng.cn/blog/?p=92.
［4］ Jack. A Cognitive Analysis of Tagging［EB/OL］.［2008-05-16］. http://blog.jackvinson.com/archives/2005/10/01/a_cognitive_analysis_of_tagging.html.
［5］ Steels L. Collaborative Tagging as Distributed Cognition［J］. Prag-matics and Cognition, 2006,14(2):287-292.
［6］ Veres C. Concept Modeling by the Masses: Folksonomy Structure and Interoperability［J］. Lecture Notes in Computer Science, 2006: 325-338.
［7］ Marlow C, Naaman M, Boyd D, et al. Position Paper, Tagging, Taxonomy, Flickr, Article, Toread［C］.In: Collaborative Web Tagging Workshop at WWW2006. New York:ACM Press,2006.
［8］ Mika P. Ontologies are Us: A Unified Model of Social Networks and Semantics［J］. Web Semantics: Science, Services and Agents on the World Wide Web,2007,5(1):5-15.
［9］ Halpin H, Robu V, Shepard H. The Dynamics and Semantics of Collaborative Tagging［EB/OL］. ［2008-04-24］. http://www.santafe.edu/events/workshops/images/2/2e/Sf_csss06_halpin_et_al.pdf.
［10］ Tosic M, Milicevic V. The Semantics of Collaborative Tagging System［EB/OL］. ［2008-04-24］.http://www.semanticscripting.org/SFSW2006/Paper6.pdf.
［11］ Mesnage C,Jazayeri M.Specifying the Collaborative Tagging System［EB/OL］. ［2008-04-24］.http://www.inf.unisi.ch/phd/mesnage/resources/pdf/mesnageJazayeri06b.pdf.
［12］ Merholz P. Metadata for the Masses, 2004 ［EB/OL］. ［2008-04-24］. http://adaptivepath.com/publications/essays/archives/000361.php.
［13］ Golder S, Huberman B. The Structure of Collaborative Tagging Systems［J］. Journal of Information Science, 2006,32(2):198-208.
［14］ 隆婕.基于标签的互联网自由分类法研究［D］.北京:北京大学,2007.
［15］ Macgregor G, McCulloch E. Collaborative Tagging as a Knowledgeorganisation and Resource Discovery Tool［J/OL］.Library Review, 2006(55):291–300. ［2008-04-24］.http://eprints.rclis.org/archive/00005703/.
［16］ Kip P M, Campbell G. Patterns and Inconsistencies in Collaborative Tagging Systems: An Examination of Tagging Practices ［EB/OL］.［2008-04-24］.http://eprints.rclis.org/archive/00008315/.
［17］ 张玫, 张晓林. Connotea中Social Tagging机制研究［J］. 现代图书情报技术, 2007(7):1-4.
［18］ Cattuto C, Baldassarri A, Servedio VDP, et al. Vocabulary Growth in Collaborative Tagging Systems ［EB/OL］. ［2008-04-24］.http://arxiv.org/pdf/0704.3316.
［19］ Sun A, Zeng D, Li HQ, et al. Discovering Trends in Collaborative Tagging Systems［C］. In: Pacific Asian Workshop on Intelligence and Security Informatics. Berlin: Springer-Verlag,2008: 377-383.
［20］ Halpin H,Robu V,Shepherd H. The Complex Dynamics of Collaborative Tagging［C］. In: WWW2007 Proceedings of the 16th International World Wide Web Conference. New York:ACM Press pages, 2007:211–220.
［21］ Cattuto C, Benz D, Hotho A, et al. Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems［EB/OL］.［2008-09-23］. http://arxiv.org/pdf/0805.2045.
［22］ Tonkin E, Corrado EM, Moulaison HL, et al. Collaborative and Social Tagging Networks［EB/OL］.(2008-01-30).［2008-06-27］.http://www.ariadne.ac.uk/issue54/tonkin-et-al
［23］ Cattuto C, Loreto V, Pietronero L. Collaborative Tagging and Semiotic Dynamics［EB/OL］. ［2008-04-22］. http://arxiv.org/PS_cache/cs/pdf/0605/0605015.pdf.
［24］ Veres C. Concept Modeling by the Masses: Folksonomy Structure and Interoperability［J］. Lecture Notes in Computer Science, 2006(b): 325-338.
［25］ Kim HL, Passant A, Breslin JG, et al. Review and Alignment of Tag Ontologies for Semantically-Linked Data in Collaborative Tagging Spaces［C］.In: Proceedings of the 2nd International Conference on Semantic Computing. California: IEEE Press,2008:315–322.
［26］ Farrell S, Lau T, Nusser S.Building Communities with People-Tags［C］.In: Proceedings of 11th IFIP International Conference on Human-Computer Interaction. Berlin: Springer-Verlag,2007: 357-360.
［27］ Ji AT, Yeon C, Kim HN, et al. Collaborative Tagging in Recommender Systems［C］. In: 20th Australian Joint Conference on Artificial Intelligence. Berlin: Springer-Verlag,2007: 377-386.
［28］ Tso-Sutter KHL, Marinho LB, Schmidt L. Tag-aware Recommender Systems by Fusion of Collaborative Filtering Algorithms［C］.In: Proceedings of the 2008 ACM Symposium on Applied Computing. New Mexico: ACM Press,2008:16-20.
［29］ Schmitz C, Hotho A, Jaschke R, et al.Mining Association Rules in Folksonomies［C］. In: Proceedings of the IFCS 2006 Conference. Berlin: Springer-Verlag, 2006: 261-270.
［30］ Vojnovic M, Cruise J, Gunawardena D, et al. Ranking and Suggesting Tags Incollaborative Tagging Applications ［R］. Cambridge:Microsoft Research, 2007.
［31］ Zhao S, Du N, Nauerz A, et al. Improved Recommendation based on Collaborative Tagging Behaviors［C］. In: Proceedings of the International Conference on Intelligent User Interfaces. New Mexico: ACM Press,2008: 413–416.
［32］ Zhang Y, Feng Bq. Effective Browsing of Personal Tag Space in Social Tagging Systems［C/OL］.In: Proceedings of the IRI 2008 International Conference on Information Reuse and Integration. California: IEEE Press,2008:147-152.
［33］ Kelkar S, Ajita J, Doree S: An Activity-based Perspective of Collaborative Tagging［C/OL］. In: ICWSM 2007 Proceedings of the International Conference on Weblogs and Social Media.［2008-04-24］ http://www.icwsm.org/papers/2——Kelkar-John-Seligmann.pdf.
［34］ Jung H, Son M, Lee K. Folksonomy-based Collaborative Tagging System for Classifying Visualized Information in Design Practice. Human Interface and the Management of Information—— Methods, Techniques and Tools in Information Design［M］. Berlin: Springer-Verlag,2007: 298-306.
［35］ Choy SO, Lui AK. Web Information Retrieval in Collaborative Tagging Systems［C］.In: Proceedings of the International Conference on Web Intelligence. New York: IEEE Press, 2006:352-355.
［36］ Yeung CA, Gibbins N, Shadbolt N. Web Search Disambiguation by Collaborative Tagging ［EB/OL］.(2008-03-30). ［2008-04-24］. http://eprints.ecs.soton.ac.uk/15393/1/ecir2008_paper.pdf.
［37］ Heymann P, Garcia-Molina H. Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems［R］. California:Stanford University,2006.
［38］ Voss J. Collaborative Thesaurus Tagging the Wikipedia Way［EB/OL］.［2008-04-24］. http://arxiv.org/abs/cs/0604036.
［39］ Al-Khalifa HS, Davis HC. FAsTA: A Folksonomy-Based Automatic Metadata Generator. Creating New Learning Experiences on a Global Scale［M］. Berlin: Springer-Verlag,2007:414-419.
［40］ Hamasaki M, Matsuo Y, Nishimura T, et al. Ontology Extraction by Collaborative Tagging with Social Networking［EB/OL］.(2008-03-25).［2008-04-24］. http://ymatsuo.com/papers/www2008hama.pdf.
［41］ Stojanovic L, Stojanovic N, Ma J. An Approach for Combining Ontology Learning and Semantic Tagging in the Ontology Development Process eGovernment Use Case［C］.In: Proceedings of 8th International Conference on Web Information Systems Engineering. Berlin: Springer-Verlag,2007: 249-260.
［42］ Marchetti A, Tesconi M, Ronzanona F, et al. Semkey: A semantic Collaborative Tagging System［C］.In: Proceedings of the workshop Tagging and Metadata for Social Information Organization of the World Wide Web Conference. (2007-03-12).［2008-04-24］. http://www2007.org/workshops/paper_45.pdf.
［43］ Lee SS, Yong HS.TagPlus: A Retrieval System Using Synonym Tag in Folksonomy［C］. In:Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering. New York:IEEE Press,2007:294-298.
［44］ Haynes L, Selcukoglu A, Suh S, et al.Tagscape: Navigating the Tag Landscape. Human-Computer Interaction–INTERACT 2007［M］. Berlin: Springer-Verlag,2007: 264-267.
［45］ Hsieh WT, Lai WS, Chou SCT. A Collaborative Tagging System for Learning Resources Sharing［C］. In:IV International Conference on Multimedia and Information and Communication Technologies in Education (m-ICTE2006).Seville: Formatex Research Center,2006:1364-1368.
［46］ tag.alicio.us［EB/OL］. ［2008-04-24］.http://tag.alicio.us/.
［47］ extisp.icio.us［EB/OL］. ［2008-04-24］.http://kevan.org/extispicious.
［48］ Facetious［EB/OL］. ［2008-04-24］.http://www.siderean.com/delicious/facetious.jsp.
［49］ HS Al-Khalifa, HC Davis. FAsTA: A Folksonomy-Based Automatic Metadata Generator［C］.In:EC-TEL 2007-Secord European Conference on Technology Learning.Berlin: Springer-Verlag, 2007:414-419.
[1] Bocheng Li,Yunqiu Zhang,Kaixi Yang. Extracting Emotion Tags from Comments of Microblog Commodities[J]. 数据分析与知识发现, 2019, 3(9): 115-123.
[2] Lixin Xia,Jieyan Zeng,Chongwu Bi,Guanghui Ye. Identifying Hierarchy Evolution of User Interests with LDA Topic Model[J]. 数据分析与知识发现, 2019, 3(7): 1-13.
[3] Chongwu Bi,Guanghui Ye,Mingqian Li,Jieyan Zeng. Discovering City Profile Based on Tag Semantic Mining[J]. 数据分析与知识发现, 2019, 3(12): 41-51.
[4] Lu Wei,Luo Mengqi,Ding Heng,Li Xin. Image Annotation Tags by Deep Learning and Real Users: A Comparative Study[J]. 数据分析与知识发现, 2018, 2(5): 1-10.
[5] Wang Yuefen,Fu Zhu,Wu Peng. Tech-Framework for Semantic Knowledge Management in Conceptual Design[J]. 数据分析与知识发现, 2018, 2(2): 2-10.
[6] Fu Zhu,Jiang Yuxing,Wang Yuefen. Modeling Conceptual Design Process for Dynamic Knowledge Management and Reuse[J]. 数据分析与知识发现, 2018, 2(2): 20-28.
[7] Zhu Ling,Xue Chunxiang,Zhang Chengzhi,Fu Zhu. User Tags and Microblog Posts: Case Study of Sina Weibo[J]. 现代图书情报技术, 2016, 32(3): 18-24.
[8] Wang Zhongqun, Jiang Sheng, Xiu Yu, Huang Subin, Wang Qiansong. Information Resource Recommendation Method Based on Dynamic Tag-Resource Network[J]. 现代图书情报技术, 2015, 31(3): 49-57.
[9] Zhang Chengzhi, Li Lei. Automatic Quality Evaluation of Social Tags[J]. 现代图书情报技术, 2015, 31(10): 2-12.
[10] Zhang Yingyi, Zhang Chengzhi, Chi Xuehua, Li Lei. Difference Research on Keywords Tagging Behavior for Academic User Blog——A Case Study of ScienceNet.cn[J]. 现代图书情报技术, 2015, 31(10): 13-21.
[11] Huang Wei, Gao Junfeng, Li Rui, Zhou Shanshan. Research on Semantic Distance Measurement and Visualization of Tags in Folksonomy[J]. 现代图书情报技术, 2014, 30(7): 64-70.
[12] Chen Guo, Hu Changping. Research on the Structural Features of Keyword Network of Scientific Research Areas:An Empirical Study of LIS[J]. 现代图书情报技术, 2014, 30(7): 84-91.
[13] Bi Qiang, Zhou Shanshan, Ma Zhiqiang, Teng Guangqing. Study on Optimization Mechanism of Tag Cloud for Knowledge Relation[J]. 现代图书情报技术, 2014, 30(5): 33-40.
[14] Zhang Xiaolin. Trends and Challenges for Institutional Repositories[J]. 现代图书情报技术, 2014, 30(2): 1-7.
[15] Nie Hui, Du Jiazhong. Using Dependency Parsing Pattern to Extract Product Feature Tags[J]. 现代图书情报技术, 2014, 30(12): 44-50.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626，82624938   E-mail:jishu@mail.las.ac.cn