'More of an Art than a Science': Supporting the Creation of Playlists and Mixes

This paper presents an analysis of how people construct playlists and mixes. Interviews with practitioners and postings made to a web site are analyzed using a grounded theory approach to extract themes and categorizations. The information sought is often encapsulated as music information retrieval tasks, albeit not as the traditional “known item search” paradigm. The collated data is analyzed and trends identified and discussed in relation to music information retrieval algorithms that could help support such activity.

[1]  Masood Masoodian,et al.  Looking for a picture: an analysis of everyday image information searching , 2006, Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06).

[2]  Alan Hess Viva Las Vegas , 1993 .

[3]  Tim Pohle,et al.  Dynamic Playlist Generation Based on Skipping Behavior , 2005, ISMIR.

[4]  Andreas Rauber,et al.  PlaySOM and PocketSOMPlayer, Alternative Interfaces to Large Music Collections , 2005, ISMIR.

[5]  François Pachet,et al.  Scaling up music playlist generation , 2002, Proceedings. IEEE International Conference on Multimedia and Expo.

[6]  François Pachet,et al.  A taxonomy of musical genres , 2000, RIAO.

[7]  A. Strauss,et al.  The discovery of grounded theory: strategies for qualitative research aldine de gruyter , 1968 .

[8]  Berry Eggen,et al.  Realization and User Evaluation of an Automatic Playlist Generator , 2003, ISMIR.

[9]  Gary Marchionini,et al.  Interfaces for End-User Information Seeking , 1992, J. Am. Soc. Inf. Sci..

[10]  Andreas Rauber,et al.  PlaySOM : An Alternative Approach to Track Selection and Playlist Generation in Large Music Collections , 2005 .

[11]  Tim Pohle,et al.  GENERATING SIMILARITY-BASED PLAYLISTS USING TRAVELING SALESMAN ALGORITHMS , 2005 .

[12]  Daniel P. W. Ellis,et al.  A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures , 2004, Computer Music Journal.

[13]  Ahmed H. Tewfik,et al.  A network flow model for playlist generation , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[14]  James C. French,et al.  Flycasting: using collaborative filtering to generate a playlist for online radio , 2001, Proceedings First International Conference on WEB Delivering of Music. WEDELMUSIC 2001.

[15]  Masataka Goto,et al.  Musicream: New Music Playback Interface for Streaming, Sticking, Sorting, and Recalling Musical Pieces , 2005, ISMIR.

[16]  Fabio Vignoli,et al.  Visual Playlist Generation on the Artist Map , 2005, ISMIR.

[17]  Beth Logan,et al.  Content-Based Playlist Generation: Exploratory Experiments , 2002, ISMIR.