20 Years of Playlists: A Statistical Analysis on Popularity and Diversity

Comunicacio presentada a: 20th annual conference of the International Society for Music Information Retrieval (ISMIR) celebrart del 4 al 8 de novembre de 2019 a Delft, Paisos Baixos.

[1]  François Pachet,et al.  A Combinatorial Approach to Content-Based Music Selection , 2000, IEEE Multim..

[2]  Òscar Celma,et al.  Music Recommendation and Discovery - The Long Tail, Long Fail, and Long Play in the Digital Music Space , 2010 .

[3]  Eva Zangerle,et al.  Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name? , 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

[4]  Jeffrey Pennington,et al.  GloVe: Global Vectors for Word Representation , 2014, EMNLP.

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

[6]  Dietmar Jannach,et al.  How Automated Recommendations Affect the Playlist Creation Behavior of Users , 2018, IUI Workshops.

[7]  Thorsten Joachims,et al.  Playlist prediction via metric embedding , 2012, KDD.

[8]  Danna Zhou,et al.  d. , 1934, Microbial pathogenesis.

[9]  Òscar Celma,et al.  Music recommendation and discovery in the long tail , 2008 .

[10]  Markus Schedl,et al.  The Importance of Song Context in Music Playlists , 2017, RecSys Posters.

[11]  John C. Platt,et al.  Learning a Gaussian Process Prior for Automatically Generating Music Playlists , 2001, NIPS.

[13]  Sally Jo Cunningham,et al.  'More of an Art than a Science': Supporting the Creation of Playlists and Mixes , 2006, ISMIR.

[14]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[15]  W. Bossert,et al.  The Measurement of Diversity , 2001 .

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

[17]  Ricardo Dias,et al.  From manual to assisted playlist creation: a survey , 2017, Multimedia Tools and Applications.

[18]  Mark B. Sandler,et al.  Understanding Music Playlists , 2015, ArXiv.

[19]  Gert R. G. Lanckriet,et al.  Hypergraph Models of Playlist Dialects , 2012, ISMIR.

[20]  Paul Lamere,et al.  Recsys challenge 2018: automatic music playlist continuation , 2018, RecSys.