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AutoTag: a collaborative approach to automated tag assignment for weblog posts

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International World Wide Web Conference archive
Proceedings of the 15th international conference on World Wide Web table of contents

Edinburgh, Scotland

POSTER SESSION: Browsers and UI, web engineering, hypermedia & multimedia, security, and accessibility table of contents

Pages: 953 - 954

Year of Publication: 2006

ISBN:1-59593-323-9

Author

Gilad Mishne

University of Amsterdam, Amsterdam, The Netherlands

Sponsors

SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
ACM: Association for Computing Machinery

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 26, Downloads (12 Months): 192, Citation Count: 5

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ABSTRACT

This paper describes AutoTag, a tool which suggests tags for weblog posts using collaborative filtering methods. An evaluation of AutoTag on a large collection of posts shows good accuracy; coupled with the blogger's final quality control, AutoTag assists both in simplifying the tagging process and in improving its quality.

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	Scott A. Golder , Bernardo A. Huberman, Usage patterns of collaborative tagging systems, Journal of Information Science, v.32 n.2, p.198-208, April 2006 [doi>10.1177/0165551506062337]
	2	A. Mathes. Folksonomies: Cooperative classification and communication through shared metadata. Computer Mediated Communication, 2004.
	3	Paul Resnick , Hal R. Varian, Recommender systems, Communications of the ACM, v.40 n.3, p.56-58, March 1997 [doi>10.1145/245108.245121]

CITED BY 5

	Nikhil Garg , Ingmar Weber, Personalized tag suggestion for flickr, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
	Robert Graham , Brian Eoff , James Caverlee, Plurality: a context-aware personalized tagging system, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
	Sigma On Kee Lee , Andy Hon Wai Chun, Automatic tag recommendation for the web 2.0 blogosphere using collaborative tagging and hybrid ANN semantic structures, Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science, p.88-93, April 15-17, 2007, Hangzhou, China
	Karen H. L. Tso-Sutter , Leandro Balby Marinho , Lars Schmidt-Thieme, Tag-aware recommender systems by fusion of collaborative filtering algorithms, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
	Georgia Koutrika , Frans Adjie Effendi , Zoltán Gyöngyi , Paul Heymann , Hector Garcia-Molina, Combating spam in tagging systems, Proceedings of the 3rd international workshop on Adversarial information retrieval on the web, May 08-08, 2007, Banff, Alberta, Canada