Enriching music mood annotation by semantic association reasoning

2010 IEEE International Conference on Multimedia and Expo, ICME 2010

Volumn , Issue , 2010, Pages 1445-1450

  Wang, Jun ^a   Anguera, Xavier ^b   Chen, Xiaoou ^a   Yang, Deshun ^a  

^a PEKING UNIVERSITY   (China)

^b TELEFONICA RESEARCH   (Spain)

Author keywords

Annotation; Mood; Ontology; Semantic reasoning; Social music

Indexed keywords

ANNOTATION; AUDIO CONTENT; CONTENT-BASED INFORMATION; CONTENT-BASED METHODS; MOOD; MUSICAL INFORMATION; ONTOLOGY-BASED; PREDICTION ACCURACY; RESEARCH TOPICS; SEMANTIC ASSOCIATIONS; SEMANTIC GAP; SEMANTIC REASONING; SOCIAL MUSIC; WEB-BASED RESOURCES; WEIGHTING METHODS;

AUDIO ACOUSTICS; CONCENTRATION (PROCESS); METADATA; SEMANTIC WEB;

ONTOLOGY;

EID: 78349265309     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2010.5583243     Document Type: Conference Paper

References (20)

1. M. Lesaffre, M. Leman, J.P. Martens, "A user-oriented approach to music information retrieval", in Content-Based Retrieval. Wadern Germany: Dagstuhl Seminar Proceedings, 2006.
2. X. Hu, J. S. Downie, C. Laurier, M. Bay, A. F. Ehmann, "The 2007 MIREX Audio Mood Classification Task: Lessons Learned", ISMIR'08.
3. Y.H. Yang, Y.C. Lin, Y.F. Su, and H. H. Chen, "A Regression Approach to Music Emotion Recognition", IEEE Trans. on ASLP, Vol. 16, No. 2, 2008.
4. L. Lu, D. Liu, and H. J. Zhang. Automatic Mood Detection and Tracking of Music Audio Signals. IEEE Trans on ASLP, Vol. 14, No. 1, Jan. 2006.
5. D. Yang, W. Lee, "Disambiguating music emotion using software agents", In Proc. Int. Conf. Music Inf. Retrieval, 2004.
6. S. R. Ness, A. Theocharis, G. Tzanetakis, L. G. Martins, "Improving Automatic Music Tag Annotation Using Stacked Generalization Of Probabilistic SVM Outputs",ACM Multimedia'09, Oct., 2009.
7. L. Barrington, D. Turnbull, M. Yazdani, G. Lanckriet, "Combining Audio Content and Social Context for Semantic Music Discovery", ACM SIGIR'09, 2009.
8. M. Levy, M. Sandler, "Music Information Retrieval Using Social Tags and Audio", IEEE Trans. on Multimedia, vol.11, No. 3. April 2009.
9. S. E. Peraldi, A. Kaya, S. Melzer, R. Moller, M. Wessel, "Multimedia Interpretation as Abduction", 2007.
10. A. Penta, A. Picariello, L. Tanca, "Multimedia Knowledge Management Using Ontologies", IEEE Intelligent Systems, 2003.
11. L. Ballan, M. Bertini, A. D. Bimbo, and G. Serra, "Video Annotation and Retrieval Using Ontologies and Rule Learning", IEEE Multimedia, 2010.
12. A. Ferrara, L. Ludovico, S. Montanelli, S. Castano, and G. Haus, "A Semantic Web Ontology for Context-based Classification and Retrieval of Music Resources", Transactions on Multimedia Computing, Commu.and App., Vol. V, April, 2006.
13. F. Giasson and Y. Raimond, "Music ontology specification. Online ontology",2008.
14. V. Haarslev, R. Moller, M. Wessel, "RacerPro User's Guide and Reference Manual Version 1.9.2", 2007.
15. C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines", 2001 [Online]. Software available at http://www.csie.ntu.edu.tw/ ~cjlin/libsvm
16. http://linkeddata.org
17. P.; Witten I.H. 2009. "The Weka Data Mining Software: An Update", SIGKDD Explorations, Vol. 11, Issue1.
18. B. Motik, U. Sattler and R. Studer, "Query Answering for OWL-DL with Rules", Journal of Web Semantics, 2005, pp. 41-60.
19. http://www.icst.pku.edu.cn/multimedia/page/node-322.htm
20. http://www.musicir. org/mirex/2009/index.php/Audio-Music-Mood- Classification-Results