DocumentCode :
2222748
Title :
Usage of tagging for research paper recommendation
Author :
Choochaiwattana, Worasit
Author_Institution :
Fac. of Inf. Technol., Dhurakij Pundit Univ., Bangkok, Thailand
Volume :
2
fYear :
2010
fDate :
20-22 Aug. 2010
Abstract :
Tagging has become a common service on Web2.0 application. This kind of service allows users to share and annotate interesting web resources. CiteULike is an example of Web2.0 application that allows its users to share research papers based on their interest. It also allows the users to create annotations or tags attached to the research papers. This paper examined the use of tagging for research paper recommendation. A research paper recommendation mechanism based on tagging was proposed. This mechanism recommends a research paper according a set of tags they have created. The result suggested that tags created by each user could be used as a user individual profile. The profile then compared with research paper index to compute a similarity score. The result of experiment showed that the accuracy of the proposed research paper recommendation is 79% with f-measure value at 82%.
Keywords :
information retrieval; recommender systems; user interfaces; CiteULike application; Web2.0 application; research paper recommendation mechanism; tagging usage; user individual profile; Computers; Information filters; Tagging; recommender system; tag-based recommendation; tagging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
ISSN :
2154-7491
Print_ISBN :
978-1-4244-6539-2
Type :
conf
DOI :
10.1109/ICACTE.2010.5579321
Filename :
5579321
Link To Document :
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