A self-organizing map based knowledge discovery for music recommendation systems

Lecture Notes in Computer Science

Volumn 3310, Issue , 2005, Pages 119-129

  Vembu, Shankar ^a   Baumann, Stephan ^b  

^a HAMBURG UNIVERSITY OF TECHNOLOGY   (Germany)

^b GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; KNOWLEDGE ACQUISITION; PROGRAM DOCUMENTATION; WEBSITES;

AMAZON WEB SERVICE INTERFACE; MUSICAL ARTISTS; MUSICAL DOMAINS; SELF ORGANIZING MAPS (SOM);

COMPUTER MUSIC;

EID: 23944466915     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-31807-1_9     Document Type: Conference Paper

References (22)

1. http://www.echocloud.net
2. http://www.allmusic.com
3. http://www.amazon.com
4. Kohonen, T.: Self-Organizing Maps, Springer, Berlin, Heidelberg, 1995
5. Baumann, S., Hummel, O.: "Using Cultural Metadata for Artist Recommendation", Proc. Of the Third Conference on Web Delivering of Music (WEDELMUSIC 2003), Leeds, UK, September, 2003
6. Whitman, B., Lawrence, S.: "Inferring Descriptions and Similarity for Music from Community Metadata", Proceedings of the 2002 ICMC, Göteborg, Sweden, 16-21 Sep.2002, pp 591-598
7. Baumann, S., Pohle, T.: "A Comparison of Music Similarity Measures for a P2P Application", Proc. of the 6th Int. Conference on Digital Audio Effects (DAFX-03), London, UK, September 8-11, 2003
8. Lagus, K.: "Text retrieval using self-organized document maps", Technical Report A61, Helsinki University of Technology, Laboratory of Computer and Information Science, ISBN 951-22-5145-0, 2000
9. Merkl, D. and Rauber, A.: "Document Classification with Unsupervised Neural Networks", in Fabio Crestani, Gabriella Pasi (Eds.), Soft Computing in Information Retrieval, Physica Verlag & Co, ISBN:3790812994, Germany, 2000, pp. 102-121
10. Lagus, K.,: "Text Mining with the WEBSOM" Acta Polytechnica Scandinavica, Mathematics and Computing Series no. 110, Espoo 2000, 54 pp. D.Sc.(Tech) Thesis, Helsinki University of Technology, Finland, 2000
11. Rauber, A. and Frühwirth, M.: "Automatically Analyzing and Organizing Music Archives", In Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2001), Darmstadt, Germany, Sept. 4-8 2001, Springer Lecture Notes in Computer Science, Springer, 2001
12. Pampalk, E., Dixon, S. and Widmer, G.: "Exploring Music Collections by Browsing Different Views", Proceedings of the 4th International Conference on Music Information Retrieval (ISMIR'03), Baltimore, MD, October 26-30, 2003, pp 201-208
13. Rauber, A., Pampalk, E. and Merkl, D.: "The SOM-enhanced JukeBox: Organization and Visualization of Music Collections based on Perceptual Models", In: Journal of New Music Research (JNMR), 32(2): 193-210, Swets and Zeitlinger, June 2003
14. Amazon Web Service, http://www.amazon.com/gp/aws/landing.html
15. Web Services Activity, http://www.w3.org/2002/ws/
16. World Wide Web Consortium, http://www.w3.org/
17. Ricardo Baeza-Yates and Berthier Ribeiro-Neto: Modern Information Retrieval, Addison-Wesley, 1999
18. Salton, G. and Buckley, C.: "Term weighting approaches in automatic text retrieval", Tech. Rep. 87-881, Cornell University, Department of Computer Science, Ithaca, NY, 1987
19. SOM Toolbox for MATLAB, Helsinki University of Technology, Laboratory of Computer and Information Science, Neural Networks Research Centre
20. Rauber, A.: "LabelSOM: On the Labeling of Self-Organizing Maps", Proceedings of the International Joint Conference on Neural Networks (IJCNN'99), Washington, DC, July 10-16, 1999
21. Lagus, K. and Kaski, S.: "Keyword selection method for characterizing text document maps", Proceedings of ICANN99, Ninth International Conference on Artificial Neural Networks volume 1, pages 371-376, IEE, London, 1999
22. Baumann, S. and John Halloran: "An ecological approach to multimodal subjective music similarity perception", to appear in Proc. Of the First International Conf. On Interdisciplinary Musicology, Graz 15.-18.April, 2004