dbrec - Music recommendations using DBpedia

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6497 LNCS, Issue PART 2, 2010, Pages 209-224

  Passant, Alexandre ^a  

^a NATIONAL UNIVERSITY OF IRELAND   (Ireland)

Author keywords

DBpedia; Linked Data; Recommendation Systems; Semantic Distance; Semantic Web Applications

Indexed keywords

DATA HANDLING; LINKED DATA; RECOMMENDER SYSTEMS;

DBPEDIA; LAST.FM; MUSIC RECOMMENDATION; MUSIC RECOMMENDATION SYSTEM; SEMANTIC DISTANCE; SEMANTIC WEB APPLICATIONS; USER-CENTRIC EVALUATIONS;

SEMANTIC WEB;

EID: 78650853608     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17749-1_14     Document Type: Conference Paper

References (23)

1. Berners-Lee, T.: Linked Data. Design Issues for the World Wide Web, World Wide Web Consortium (2006), http://www.w3.org/DesignIssues/LinkedData.html
2. Bizer, C., Heath, T., Ayers, D., Raimond, Y.: Interlinking Open Data on the Web. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519. Springer, Heidelberg (2007)
3. Budanitsky, E., Hirst, G.: Semantic distance in wordnet: An experimental, application-oriented evaluation of five measures. In: Proceedings of the NAACL 2001 Workshop on WordNet and Other Lexical Resources (2001)
4. Celma, Ò., Herrera, P.: A new approach to evaluating novel recommendations. In: RecSys 2008: Proceedings of the 2008 ACM Conference on Recommender Systems, pp. 179-186. ACM, New York (2008)
5. Corlosquet, S., Delbru, R., Clark, T., Polleres, A., Decker, S.: Produce and Consume Linked Data with Drupal! In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 763-778. Springer, Heidelberg (2009)
6. Euzenat, J., Shvaiko, P.: Ontology Matching. Springer, Berlin (2007)
7. Hausenblas, M.: Exploiting linked data to build web applications. IEEE Internet Computing 13(4), 68-73 (2009)
8. Hausenblas, M., Halb, W., Raimond, Y., Feigenbaum, L., Ayers, D.: SCOVO: Using Statistics on the Web of Data. In: Aroyo, L., Traverso, P., Ciravegna, F., Cimiano, P., Heath, T., Hyvönen, E., Mizoguchi, R., Oren, E., Sabou, M., Simperl, E. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 708-722. Springer, Heidelberg (2009)
9. Heitmann, B., Hayes, C.: Using Linked Data to build open, collaborative recommender systems. In: Linked AI: AAAI Spring Symposium "Linked Data Meets Artificial Intelligence", AIII (2010)
10. Heitmann, B., Kinsella, S., Hayes, C., Decker, S.: Implementing Semantic Web applications: reference architecture and challenges. In: Proceedings of the 5th Workshop on Semantic Web Enabled Software Engineering. CEUR Workshop Proceedings, vol. 524, CEUR-ws.org (2009)
11. Hendler, J.A., Golbeck, J.: Metcalfe's law, Web 2.0, and the Semantic Web. Journal of Web Semantics 6(1), 14-20 (2008)
12. Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating Collaborative Filtering Recommender Systems. ACM Transactions on Information Systems (TOIS) 22(1), 5-53 (2004)
13. Hogan, A., Harth, A., Passant, A., Decker, S., Polleres, A.: Weaving the Pedantic Web. In: 3rd International Workshop on Linked Data on the Web (LDOW2010) at WWW 2010. CEUR Workshop Proceedings, vol. 628, CEUR-ws.org (2010)
14. Jacobson, K., Raimond, Y., Sandler, M.: An Ecosystem for Transparent Music Similarity in an Open World. In: International Symposium on Music Information Retrieval (2009)
15. Jeh, G., Widom, J.: Simrank: a measure of structural-context similarity. In: KDD 2002: Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 538-543. ACM, New York (2002)
16. McSherry, D.: Explanation in Recommender Systems. Artificial Intelligence Review 24(2), 179-197 (2005)
17. Middleton, S.E., Alani, H., De Roure, D.: Exploiting Synergy Between Ontologies and Recommender Systems. CoRR, cs.LG/0204012 (2002)
18. Celma, Ò., Ramirez, M., Herrera, P.: Foafing the music: A music recommendation system based on RSS feeds and user preference. In: Proceedings of the 6th International Conference on Music Information Retrieval, ISMIR (2005)
19. Passant, A.: Measuring Semantic Distance on Linking Data and Using it for Resources Recommendations. In: Linked AI: AAAI Spring Symposium "Linked Data Meets Artificial Intelligence", AIII (2010)
20. Passant, A., Raimond, Y.: Combining Social Music and Semantic Web for Music-related Recommender Systems. In: Proceedings of the First Workshop on Social Data on the Web (SDoW2008). CEUR Workshop Proceedings, vol. 405, CEUR-ws.org (2008)
21. Rada, R., Mili, H., Bicknell, E., Blettner, M.: Development and application of a metric on semantic nets. IEEE Transactions on Systems, Man and Cybernetics 19, 17-30 (1989)
22. Raimond, Y., Abdallah, S., Sandler, M., Giasson, F.: The Music Ontology. In: International Conference on Music Information Retrieval, pp. 417-422 (September 2007)
23. Stocker, M., Seaborne, A., Bernstein, A., Kiefer, C., Reynolds, D.: SPARQL basic graph pattern optimization using selectivity estimation. In: WWW 2008: Proceeding of the 17th International Conference on World Wide Web, pp. 595-604. ACM, New York (2008)