Predicting success from music sales data: A statistical and adaptive approach

Proceedings of the ACM International Multimedia Conference and Exhibition

Volumn , Issue , 2006, Pages 83-88

  Chon, Song Hui ^a   Slaney, Malcolm ^b   Berger, Jonathan ^a  

^a STANFORD UNIVERSITY   (United States)

^b YAHOO RESEARCH   (United States)

Author keywords

Adaptive algorithm; Music preference; Sales data; Statistical analysis; Time series prediction

Indexed keywords

MUSIC PREFERENCE; SALES DATA; TIME-SERIES PREDICTION;

ADAPTIVE ALGORITHMS; DATA ACQUISITION; DATA REDUCTION; LEAST SQUARES APPROXIMATIONS; SALES; STATISTICAL METHODS;

COMPUTER MUSIC;

EID: 34547460132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1178723.1178736     Document Type: Conference Paper

References (9)

1. th annual ACM international conference on Multimedia, 2005, 211 -212.
2. Berenzweig, A., Logan, B., Ellis, D.P.W., and Whitman, B., A large-scale evaluation of acoustic and subjective music similarity measures, In Proceedings of International Conference on Music Information Retrieval (ISMIR), 2003b, 103-109.
3. Foote, J.T., Content-based retrieval of music and audio, In Proceedings of SPIE, 1997, 138-147.
4. Dhanaraj, R., and Logan, B., Automatic Prediction of Hit Songs, In Proceedings of International Conference on Music Information Retrieval (ISMIR), 2004, 488-491.
5. Montgomery, A.L., and Moe, W.W., Should Record Companies Pay for Radio Airplay? Investigating the Relationship Between Album Sales and Radio Airplay, Working paper, Marketing Dept., The Wharton School, University of Pennsylvania, June 2000.
6. Moe, W.W., and Fader, P.S., Modeling Hedonic Portfolio Products: A Joint Segmentation Analysis of Music Compact Disc Sales, In Journal of Marking Research, Vol. 38, No. 3, 376-385.
7. Lee, J., Boatwright, P., and Kamakura, W.A., A Bayesian Model for Prelaunch Sales Forecasting of Recorded Music, In Management Science, February 2003, Vol. 49, No. 2, 179-196.
8. Billboard Magazine, Top Jazz chart, from 08/31/2002 to 01/07/2006.
9. Widrow, B., and Stearns, S., Adaptive Signal Processing, Prentice Hall, 1985.