Knowledge infusion into content-based recommender systems

RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems

Volumn , Issue , 2009, Pages 301-304

  Semeraro, Giovanni ^a   Lops, Pasquale ^a   Basile, Pierpaolo ^a   De Gemmis, Marco ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

Content based recommender systems; Open source knowledge; Spreading activation

Indexed keywords

ACTIVATION ALGORITHM; BACKGROUND KNOWLEDGE; CONTENT ANALYSIS; CONTENT-BASED; DOMAIN-SPECIFIC KNOWLEDGE; KNOWLEDGE SOURCES; OPEN SOURCES; RECOMMENDER SYSTEMS; USER PROFILE; USER PROFILING; WIKIPEDIA;

LINGUISTICS;

EID: 72249111093     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1639714.1639773     Document Type: Conference Paper

References (12)

1. R. Burke. Hybrid Recommender Systems: Survey and Experiments. User Modeling and User-Adapted Interaction, 12(4):331-370, 2002.
2. A. M. Collins and E. F. Loftus. A Spreading Activation Theory of Semantic Processing. Psychological Review, 82(6):407-428, 1975.
3. F. Crestani. Application of Spreading Activation Techniques in Information Retrieval. Artificial Intelligence, 11(6):453-582, 1997.
4. M. de Gemmis, P. Lops, G. Semeraro, and P. Basile. Integrating Tags in a Semantic Content-based Recommender. In Proc. of the 2008 ACM Conference on Recommender Systems, pages 163-170, 2008.
5. J. Giles. Internet Encyclopaedias Go Head to Head. Nature, 438:900-901, 2005.
6. P. Kanerva. Sparse Distributed Memory. MIT Press, 1988.
7. D. Mladenic. Text-learning and Related Intelligent Agents: A Survey. IEEE Intelligent Systems, 14(4):44-54, 1999.
8. R. W. Picard. Affective Computing. MIT Press, 2000.
9. M. Sahlgren. The Word-Space Model: Using Distributional Analysis to Represent Syntagmatic and Paradigmatic Relations between Words in High-dimensional Vector Spaces. PhD thesis, Stockholm: Stockholm University, Faculty of Humanities, Department of Linguistics, 2006.
10. G. Salton. Automatic Text Processing. Addison-Wesley, 1989.
11. G. Semeraro, P. Lops, P. Basile, and M. de Gemmis. On the Tip of my Thought: Playing the Guillotine Game. In IJCAI 2009, Proc. of the 21st International Joint Conference on Artificial Intelligence, pages 1543-1548. Morgan Kaufmann, 2009.
12. D. Widdows and K. Ferraro. Semantic Vectors: A Scalable Open Source Package and Online Technology Management Application. In Proc. of the 6th International Conference on Language Resources and Evaluation (LREC 2008), 2008.