Location-adapted music recommendation using tags

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

Volumn 6787 LNCS, Issue , 2011, Pages 183-194

  Kaminskas, Marius ^a   Ricci, Francesco ^a  

^a FREE UNIVERSITY OF BOZEN BOLZANO   (Italy)

Author keywords

context; emotions; location aware; music; recommender systems; social tagging

Indexed keywords

CONTEXT; EMOTIONS; LOCATION-AWARE; MUSIC; SOCIAL TAGGING;

EXPERIMENTS; MATHEMATICAL MODELS; RECOMMENDER SYSTEMS;

COMPUTER MUSIC;

EID: 79960298798     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22362-4_16     Document Type: Conference Paper

References (16)

1. Baccigalupo, C., Plaza, E.: Case-based sequential ordering of songs for playlist recommendation. In: Roth-Berghofer, T.R., Göker, M.H., Güvenir, H.A. (eds.) ECCBR 2006. LNCS (LNAI), vol. 4106, pp. 286-300. Springer, Heidelberg (2006)
2. Cai, R., Zhang, C., Wang, C., Zhang, L., Ma, W.-Y.: Musicsense: contextual music recommendation using emotional allocation modeling. In: Proceedings of the 15th International Conference on Multimedia, pp. 553-556. ACM, New York (2007)
3. Golder, S.A., Huberman, B.A.: Usage patterns of collaborative tagging systems. Journal of Information Science 32(2), 198 (2006)
4. Hoashi, K., Matsumoto, K., Inoue, N.: Personalization of user profiles for content-based music retrieval based on relevance feedback. In: Proceedings of the Eleventh ACM International Conference on Multimedia, pp. 110-119. ACM, New York (2003)
5. Kaminskas, M., Ricci, F.: Matching places of interest with music. In: Workshop on Exploring Musical Information Spaces, WEMIS 2009, pp. 68-73. University of Alicante (2009)
6. Kim, J.Y., Belkin, N.J.: Categories of music description and search terms and phrases used by non-music experts. In: Proceedings of the 3rd International Conference on Music Information Retrieval, Paris, France (2002)
7. Konstas, I., Stathopoulos, V., Jose, J.M.: On social networks and collaborative recommendation. In: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 195-202. ACM, New York (2009)
8. Lee, J.S., Lee, J.C.: Context awareness by case-based reasoning in a music recommendation system. In: Ichikawa, H., Cho, W.-D., Chen, Y., Youn, H.Y. (eds.) UCS 2007. LNCS, vol. 4836, pp. 45-58. Springer, Heidelberg (2007), http://dx.doi.org/10.1007/978-3-540-76772-5-4
9. Li, C.-T., Shan, M.-K.: Emotion-based impressionism slideshow with automatic music accompaniment. In: Proceedings of the 15th International Conference on Multimedia, pp. 839-842. ACM, New York (2007)
10. Markines, B., Cattuto, C., Menczer, F., Benz, D., Hotho, A., Stumme, G.: Evaluating similarity measures for emergent semantics of social tagging. In: Proceedings of the 18th International Conference on World Wide Web, pp. 641-650. ACM, New York (2009)
11. Pazzani, M.J., Billsus, D.: Content-based recommendation systems. The Adaptive Web, 325-341 (2007)
12. Reddy, S., Mascia, J.: Lifetrak: music in tune with your life. In: HCM 2006: Proceedings of the 1st ACM International Workshop on Human-centered Multimedia, pp. 25-34. ACM, New York (2006)
13. Ricci, F., Cavada, D., Mirzadeh, N., Venturini, A.: Case-based travel recommendations. In: Fesenmaier, D.R., Woeber, K.W., Werthner, H. (eds.) Destination Recommendation Systems: Behavioural Foundations and Applications, pp. 67-93. CABI (2006)
14. Schafer, J.B., Frankowski, D., Herlocker, J.L., Sen, S.: Collaborative filtering recommender systems. The Adaptive Web, 291-324 (2007)
15. Sen, S., Lam, S., Rashid, A., Cosley, D., Frankowski, D., Osterhouse, J., Harper, F., Riedl, J.: Tagging, communities, vocabulary, evolution. In: Proceedings of the 20th Anniversary Conference on Computer Supported Cooperative Work, pp. 181-190. ACM, New York (2006)
16. Zentner, M., Grandjean, D., Scherer, K.R.: Emotions evoked by the sound of music: Characterization, classification, and measurement. Emotion 8(4), 494-521 (2008)