InCarMusic: Context-aware music recommendations in a car

Lecture Notes in Business Information Processing

Volumn 85 LNBIP, Issue , 2011, Pages 89-100

  Baltrunas, Linas ^a   Kaminskas, Marius ^a   Ludwig, Bernd ^a   Moling, Omar ^a   Ricci, Francesco ^a   Aydin, Aykan ^b   Lüke, Karl Heinz ^b   Schwaiger, Roland ^b  

^a FREE UNIVERSITY OF BOZEN BOLZANO   (Italy)

^b DEUTSCHE TELEKOM LABORATORIES   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONIC COMMERCE; RECOMMENDER SYSTEMS; SYSTEMS ANALYSIS;

ACQUISITION PROCESS; CONTEXT-AWARE; CONTEXT-AWARE RECOMMENDER SYSTEMS; CONTEXTUAL FACTORS; MUSIC RECOMMENDATION; TRAFFIC CONDITIONS; TRAFFIC STATE;

USER INTERFACES;

EID: 80052877257     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-23014-1_8     Document Type: Conference Paper

References (12)

1. Adomavicius, G., Tuzhilin, A.: Context-aware recommender systems. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P. (eds.) Recommender Systems Handbook, pp. 217-256. Springer, Heidelberg (2011)
2. Baltrunas, L., Ludwig, B., Peer, S., Ricci, F.: Context relevance assessment and exploitation in mobile recommender systems. Personal and Ubiquitous Computing (to appear, 2011)
3. Baltrunas, L., Makcinskas, T., Ricci, F.: Group recommendations with rank aggregation and collaborative filtering. In: RecSys 2010: Proceedings of the 2010 ACM Conference on Recommender Systems, pp. 119-126 (2010)
4. Cai, R., Zhang, C., Wang, C., Zhang, L., Ma, W.Y.: Musicsense: contextual music recommendation using emotional allocation modeling. In: MULTIMEDIA 2007: Proceedings of the 15th International Conference on Multimedia, pp. 553-556. ACM, New York (2007)
5. Jameson, A., Smyth, B.: Recommendation to groups. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) Adaptive Web 2007. LNCS, vol. 4321, pp. 596-627. Springer, Heidelberg (2007)
6. Koren, Y.: Factorization meets the neighborhood: a multifaceted collaborative filtering model. In: KDD 2008: Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 426-434. ACM, New York (2008)
7. Koren, Y.: Collaborative filtering with temporal dynamics. In: KDD 2009: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 447-456. 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)
9. Li, C.T., Shan, M.K.: Emotion-based impressionism slideshow with automatic music accompaniment. In: MULTIMEDIA 2007: Proceedings of the 15th International Conference on Multimedia, pp. 839-842. ACM Press, New York (2007)
10. 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, New York, NY, USA, pp. 25-34 (2006)
11. Ricci, F., Rokach, L., Shapira, B.: Introduction to recommender systems handbook. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P. (eds.) Recommender Systems Handbook, pp. 1-35. Springer, Heidelberg (2011)
12. Tzanetakis, G., Cook, P.: Musical genre classification of audio signals. IEEE Transactions on Speech and Audio Processing 10(5), 293-302 (2002)