|
|
Review on Tag Meaning Disambiguation Methods Based on Web Collaborative Tagging |
Dou Yumeng |
(Capital Library of China, Beijing 100021, China) |
|
|
Abstract This paper concerns on tags of Web collaborative tagging and mainly researches on tag meaning disambiguation methods, which are classified into five types:data mining method, statistical method, knowledge organization tools method, control mechanisms method and visualization components method. The five methods are compared in five aspects of users’ participation, disambiguation occasion, disambiguation property, experiment and application, as well as the development prospect.
|
Received: 04 March 2010
Published: 25 March 2010
|
|
Corresponding Authors:
Dou Yumeng
E-mail: andydym@gmail.com
|
About author:: Dou Yumeng |
[1] Zauder K, Lazic J L, Zorica M B. Collaborative Tagging Supported Knowledge Discovery[C]. In: Proceedings of the 29th International Conference on Information Technology Interfaces,Cavtat, Croatia.2007: 437-442.
[2] 韩家炜. 数据挖掘: 概念与技术[M]. 北京: 机械工业出版社, 2007: 3-5.
[3] Mika P. Ontologies are Us: A Unified Model of Social Networks and Semantics[J]. Journal of Web Semantics, 2007,5(1): 5-15.
[4] Yeung C M A, 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.
[5] 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.
[6] Gernmell J, Shepitsen A, Mobasher B, et al. Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering[C]. In: Proceedings of Data Warehousing and Knowledge Discovery. Berlin: Springer-Verlag, 2008:196-205.
[7] Nauman M, Khan S. Using Personalized Web Search for Enhancing Common Sense and Folksonomy Based Intelligent Search Systems[C]. In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence. California: IEEE Press, 2007: 423-426.
[8] 张伟. 基础统计学[M]. 西安: 西北大学出版社, 2003: 5.
[9] Weinberger K, Slaney M, Zwo R. Resolving Tag Ambiguity [EB/OL]. [2008-12-20].http://research.yahoo.com/files/ctfp6043-weinberger.pdf.
[10] Zhang L, Wu X, Yu Y. Emergent Semantics from Folksonomies:A Quantitative Study[J]. Journal on Data Semantics VI, 2006(6): 168-186.
[11] Lee S S, Yong H S. 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.
[12] Lee S S, Yong H S.Component Based Approach to Handle Synonym and Polysemy in Folksonomy[C]. In: Proceedings of the 7th IEEE International Conference on Computer and Information Technology. California: IEEE Press, 2007: 200-205.
[13]Wikipedia[EB/OL].[2009-03-12].http://zh.wikipedia.org/w/index.php?title=Wikipedia:%E5%85%B3%E4%BA%8E&variant=zh-tw.
[14] 王刚. 自动抽取维基百科文本中的语义关系[D]. 上海: 上海交通大学, 2008.
[15] Al-Khalifa H S, Davis H C. FAsTA: A Folksonomy-Based Automatic Metadata Generator [C]. In: Proceedings of 2nd European Conference on Technology Enhanced Learning, Crete, Greece. 2007:414-419.
[16] Sabou M, Gracia J, Angeletou S, et al. Evaluating the Semantic Web:A Task-based Approach[C]. In: Proceedings of Semantic Web. Berlin: Springer-Verlag, 2007:423-437.
[17] 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.
[18] Marchetti A, Tesconi M, Ronzanona F, et al. Semkey: A Semantic Collaborative Tagging System [EB/OL]. (2007-03-12). [2008-04-24].http://www2007.org/workshops/paper_45.pdf.
[19] Facetious[EB/OL]. [2008-04-24]. http://www.siderean.com/delicious/facetious.jsp.
[20] Knowledge Hunter. Faceted Browsing: FAC.ETIO.US[EB/OL]. (2007-01-08). [2009-03-12]. http://knowledge-hunter.blogspot.com/2007/01/facetted-browsing-facetious.html.
[21] Graph Del.icio.us Related Tags[EB/OL]. [2009-03-12].http://hublog.hubmed.org/archives/001049.html.
[22] Graph Del.icio.us Related Tags[EB/OL]. [2009-03-12].http://www.hubmed.org/touchgraphs/deltags.php?start=fellowship. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|