A framework for tag-based research paper recommender system: An IR approach

24th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2010

Volumn , Issue , 2010, Pages 103-108

  Jomsri, Pijitra ^a   Sanguansintukul, Siripun ^a   Choochaiwattana, Worasit ^b  

^a CHULALONGKORN UNIVERSITY   (Thailand)

^b DHURAKIJ PUNDIT UNIVERSITY   (Thailand)

Author keywords

Recommender system; Research paper; Tag based

Indexed keywords

ACADEMIC FIELDS; ACCURACY PERCENTAGES; RECOMMENDER SYSTEMS; RESEARCH PAPERS; SHARING SYSTEMS;

WORLD WIDE WEB;

RESEARCH;

EID: 77954806768     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WAINA.2010.35     Document Type: Conference Paper

References (39)

1. CiteULike, Access on 1/08/2009 [Online]. Available: http://www.CiteULike. org.
2. S. Lee Giles Lawrence, C. Bollacker, K. NEC Res. Inst and NJ. Princeton, "Digital libraries and autonomous citation indexing," in Conf. Rec. 1999 IEEE Int. Conf. Computer Publication, pp. 67-71.
3. Z. Wu, Y. Mao, and H. Chen, "Subontology-Based Resource Management for Web-Based e-Learning," in Conf. Rec. 1999 IEEE Int. Conf. Knowledge and Data Engineering, pp. 67-71.
4. M. Pinto, A. Fernandez-Ramos, and A. Doucet, "Measuring Students' Information Literacy Skills through Abstracting : Case Study from a Library & Information Science Perspective," in Conf. Rec. 2008 Int. Conf. College & research libraries, pp. 132-154.
5. D.H. Widyantoro, and J. Yen, "A fuzzy ontology-based abstract search engine and its user studies," in Conf. Rec. 2001 IEEE Int. Conf. Fuzzy System, pp. 1291-1294.
6. L. Thomson, "A Standard Framework for Web Personalization," in Conf. Rec. 2008 Int. Conf. College & research libraries, pp. 132-154.
7. M. C. Sievert and M. J. Andrews. (1991, Jan). Indexing Consistency in "Information Science Abstracts.". Journal of the American Society for Information Science. Volume (42), pp.1-6. Available: http://www.eric.ed.gov/ ERICWebPortal/custom/portlets/recordDetails/detailmini.jsp?-nfpb= true&&ERICExtSearch-SearchValue-0=EJ421691&ERICExtSearch-SearchType- 0=no&accno=EJ421691
8. M. Pinto. (2008, Oct). Cyberabstracts: a portal on the subject of abstracting designed to improve information literacy skills. Journal of Information Science (JIS). Volume (34), pp.667-679. Available: http://jis.sagepub.com/cgi/content/abstract/34/5/667
9. C. Schmitz, A. Hotho, R. Jäschke, and G. Stumme. (2008, Oct). Mining Association rule in Folksonomies. Journal of Information Science (JIS).
10. J Li, O Zaiane : Combining Usage, Content, and Structure Data to Improve Web Site Recommendation, Proceedings of" WebKDD-2004 workshop on Web Mining and Web Usage,(2004).
11. P Kazienko, M Kiewra : Integration of relational databases and Web site content for product and page recommendation, Database Engineering and Applications Symposium, 2004.IDEAS,(2004).
12. N Golovin, E Rahm : Reinforcement Learning Architecture for Web Recommendations, Proceedings of the International Conference on Information,(2004).
13. A Mathes - Retrieved : Evaluating collaborative filtering recommender systems ACM Transactions on Information Systems,(2004).
14. T. Budura, S. Michel, P. Cudre-Mauroux, and K. Aberer, "To Tag or Not to tag-Harvesting Adjacent Metadata in Large-Scale Tagging Systems," SIGIS'08, Singapore, 20-24 July 2008.
15. A. Capocci and G. Caldarelli, "Folksonomies and Clustering in the Collaborative System CiteULike", eprint arXiv: 0710.2835, 2007.
16. W. Choochaiwattana, and M.B. Spring, "Applying Social Annotations to Retrieve and Re-rank Web Resources," Proceedings of 2009 International Conference on Information Management and Engineering (ICIME 2009), Kuala Lumpur, Malaysia 3-5 April 2009.
17. U. Farooq, C.H. Ganoe, J.M. Carroll, and C.L. Giles, "Supporting distributed scientific collaboration: Implications fordesigning the CiteSeer collaborator," Proceedings of the Hawaii Int'l Conference on System Sciences), IEEE Compute Society,Waikoloa, Hawaii, 3-6 January 2007, 26c.
18. U. Farooq, T.G. Kannampallil, Y. Song ,C.H. Ganoe ,John M. Carroll ,and C. Lee Giles, "Evalating Tagging Behavior in Social Bookmarking Systems: Metrics and design heuristics," Proceedings of the 2007 international ACM conference on Supporting group work (GROUP'07)Sanibel Island,Florida, USA,4-7 November 2007, pp.351-360.
19. J. Gelernter, "A Quantitative Analysis of Collaborative Tags: Evaluation for Information Retrieval - a Preliminary Study," International Conference on Collaborative Computing: Networking, Applications and Worksharing, 2007. CollaborateCom 2007., 12-15 Nov. 2007, New York, NY. pp.376-381
20. C.L. Giles, K. Bollacker, and S. Lawrence, "CiteSeer: An Automatic Citation Indexing System," Proceedings of the Conference on Digital Libraries,ACM Press, Pittsburg, Pennsylvania, 23-26 June 1998, pp. 89-98.
21. R. Jäschke, L. B. Marinho, A. Hotho, L. Schmidt-Thieme, and G. Stumme, "Tag Recommendations in Folksonomies", In Proceedings of PKDD 2007, volume 4702 of Lecture Notes in Computer Science, Springer Verlag, 2007, pp. 506-514.
22. B. LI, and Q. Zhu, "The Determination of Semantic Dimension in Social Tagging System Based on SOM Model," Second International Symposium on Intelligent Information Technology Application 2008(IITA'08), 20-22 Dec. 2008, Shanghai, pp. 909-913
23. nd Annual Conference of Interaction, a Specialist group of the British Computer Society(HCI2008), Liverpool, UK, 1-5 September.
24. F. M. Suchanek, M. Vojnović, and D. Gunawardena, "Social Tags: Meaning and Suggestions," CIKM'08, Napa Valley, California, USA. 26-30 October 2008.
25. J. Thom-Santelli, and M. J. Muller, David R. Millen, "Social Tagging Roles: Publishers, Evangelists, Leaders", CHI 2008, Florence, Italy, 5-10April 2008.
26. T. Toine Bogers, and A. van den Bosch, "Recommending Scientific Articles Using CiteULike", RecSys'08, Switzerland, 23-25 October 2008.
27. E. Santos-Neto, M. Ripeanu, and A. Iamnitchi, "Tracking usage in collaborative tagging communities,". [Online].Available:http://www.csee. usf.edu/~anda/papers/CAMA07-ready-v2.pdf
28. C. Haruechaiyasak, M. Shyu, and S. Chen, "A Data mining Framework for Building A Web-Page Recommender System"
29. U. Shardanand and P. Maes. Social information filtering:Algorithms for automating "word of mouth". In CHI, 1995.
30. K. Takano, and K. F. Li, "An Adaptive Personalized Recommender Based on Web-Browsing Behavior Learning". 2009 International Conference on Advanced Information Networking and Applications Workshops (WAINA'09), Bradford, United Kingdom, 26-29 May 2009,p 654-660.
31. A. Mislove, K. P. Gummadi, and P. Druschel. Exploiting social networks for internet search. In HotNets,2006
32. M. Gorgoglione, and U. Panniello, "Including Context in a Transactional Recommender System Using a Pre-filtering Approach: Two Real E-commerce Applications". 2009 International Conference on Advanced Information Networking and Applications Workshops (WAINA'09), Bradford, United Kingdom, 26-29 May 2009,p 667-672
33. Brusilovsky, P. (1996). Methods and techniques of adaptive hypermedia. Journal of User Modeling and User-Adaptive Interaction, 6(2-3), 87-129.
34. Brusilovsky, P. (2001). Adaptive hypermedia. In A. Kobsa (Ed.), User modeling and user-adapted interaction, ten year anniversary, 11, 87-110.
35. P. Jomsri S. Sanguansintukul, and W. Choochaiwattana, " Improve Research paper Searching with social tagging-A Preliminary Investigation", the Eight International Symposium on Natural Language Processing, bangkok, 20-21 October 2009.
36. P. Jomsri S. Sanguansintukul, and W. Choochaiwattana ,"A Comparison of Search Engine Using "Tag Title and Abstract" with CiteULike - An Initial Evaluation" The 4th International Conference for Internet Technology and Secured Transactions (ICITST-2009) London, UK, 9-12 November 2009
37. R. Forsati, M.R. Meybodi, A. Ghari Neiat, "Tagsplanations: Explaining Recommendations Using Tags", International Conference on Electronic Computer technology 2009, pp. 1-10.
38. R. Forsati, M.R. Meybodi, A. Rahbar, "An efficient algorithm for web recommendation systems", Computer Systems and Applications, 2009(AICCSA 2009), Rabat, Morocco ,May, 2009, p. 579 - 586.
39. G. Beydoun, R. Kultchitsky, and G. Manasseh. Evolving semantic web with social navigation. Expert Syst. Appl., 32(2):265-276, 2007.