A study of user profile generation from folksonomies

CEUR Workshop Proceedings

Volumn 356, Issue , 2008, Pages

  Yeung, Ching Man Au ^a   Gibbins, Nicholas ^a   Shadbolt, Nigel ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Collaborative tagging; Folksonomy; Personomy; User profile

Indexed keywords

AMOUNT OF INFORMATION; COLLABORATIVE TAGGING; FOLKSONOMIES; PERSONOMY; USER PROFILE;

KNOWLEDGE MANAGEMENT; RECOMMENDER SYSTEMS; SEMANTIC WEB;

WORLD WIDE WEB;

EID: 78650250340     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Sarabjot Singh Anand, Patricia Kearney, and Mary Shapcott. Generating semantically enriched user profiles for web personalization. ACM Trans. Inter. Tech., 7(4): 22, 2007.
2. Marko Balabanovic and Yoav Shoham. Learning information retrieval agents: Experiments with automated web browsing. In Proceedings of the AAAI Spring Symposium on Information Gathering from Heterogenous, Distributed Resources, pages 13-18, 1995.
3. Robin Burke. Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12(4): 331-370, 2002.
4. Paul Alexandru Chirita, Andrei Damian, Wolfgang Nejdl, and Wolf Siberski. Search strategies for scientific collaboration networks. In P2PIR '05: Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks, pages 33-40, New York, NY, USA, 2005. ACM Press.
5. Jörg Diederich and Tereza Iofciu. Finding communities of practice from user profiles based on folksonomies. In Proceedings of the 1st International Workshop on Building Technology Enhanced Learning solutions for Communities of Practice, 2006.
6. M. Girvan and M. E. J. Newman. Community structure in social and biological networks. PROC. NATL. ACAD. SCI. USA, 99: 7821, 2002.
7. Daniela Godoy and Analia Amandi. User profiling in personal information agents: a survey. Knowl. Eng. Rev., 20(4): 329-361, 2005.
8. Scott Golder and Bernardo A. Huberman. Usage patterns of collaborative tagging systems. Journal of Information Science, 32(2): 198-208, April 2006.
9. Miha Grcar, Dunja Mladenić, and Marko Grobelnik. User profiling for interest-focused browsing history. In SIKDD 2005 at Multiconference IS 2005, Ljubljana, Slovenia, 2005.
10. Roger Guimera and Luis A. Nunes Amaral. Functional cartography of complex metabolic networks. Nature, 433: 895, 2005.
11. Andreas Hotho, Robert Jäschke, Christoph Schmitz, and Gerd Stumme. Information retrieval in folksonomies: Search and ranking. In York Sure and John Domingue, editors, The Semantic Web: Research and Applications, Volume 4011 of LNCS, pages 411-426. Springer, June 2006.
12. Henry Lieberman. Letizia: An agent that assists web browsing. In Chris S. Mellish, editor, Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), pages 924-929, Montreal, Quebec, Canada, 1995. Morgan Kaufmann publishers Inc.: San Mateo, CA, USA.
13. Elke Michlmayr and Steve Cayzer. Learning user profiles from tagging data and leveraging them for personal(ized) information access. In Proceedings of the Workshop on Tagging and Metadata for Social Information Organization, 16th International World Wide Web Conference (WWW2007), May 2007.
14. Stuart E. Middleton, Nigel R. Shadbolt, and David C. De Roure. Ontological user profiling in recommender systems. ACM Trans. Inf. Syst., 22(1): 54-88, 2004.
15. Peter Mika. Ontologies are us: A unified model of social networks and semantics. Web Semant., 5(1): 5-15, 2007.
16. M. E. J. Newman. Fast algorithm for detecting community structure in networks. Physical Review E, 69: 066133, 2004.
17. M. E. J. Newman and M. Girvan. Finding and evaluating community structure in networks. Physical Review E, 69: 026113, 2004.
18. Michael Noll and Christoph Meinel. Web search personalization via social bookmarking and tagging. In Proceedings of the 6th International Semantic Web Conference and 2nd Asian Semantic Web Conference (ISWC/ASWC2007), Busan, South Korea, pages 365-378, November 2007.
19. Raymond K. Pon, Alfonso F. Cardenas, David Buttler, and Terence Critchlow. Tracking multiple topics for finding interesting articles. In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 560-569, New York, NY, USA, 2007. ACM.
20. Filippo Radicchi, Claudio Castellano, Federico Cecconi, Vittorio Loreto, and Domenico Parisi. Defining and identifying communities in networks. PROC. NATL. ACAD. SCI. USA, 101: 2658, 2004.
21. H. Sorensen and M. Mcelligot. Psun: A profiling system for usenet news. In CKIM'95 Workshop on Intelligent Information Agents, 1995.
22. Kazunari Sugiyama, Kenji Hatano, and Masatoshi Yoshikawa. Adaptive web search based on user profile constructed without any effort from users. In WWW '04: Proceedings of the 13th international conference on World Wide Web, pages 675-684, New York, NY, USA, 2004. ACM Press.
23. C. J. van Rijsbergen. Information Retrieval. Dept. of Computer Science, University of Glasgow, 1979.
24. Thomas Vander Wal. Folksonomy definition and wikipedia. http://www.vanderwal.net/random/entrysel.php?blog=1750, November 2, 2005. Accessed 13 Feb 2008.
25. S. Wasserman and K. Faust. Social network analysis. Cambridge University Press, Cambridge, 1994.
26. Xujuan Zhou, Sheng-Tang Wu, Yuefeng Li., Yue Xu, Raymond Y. K. Lau, and Peter D. Bruza. Utilizing search intent in topic ontology-based user profile for web mining. In WI '06: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, pages 558-564, Washington, DC, USA, 2006. IEEE Computer Society.