Multimedia Tools and Applications

, Volume 76, Issue 12, pp 14375–14403

From manual to assisted playlist creation: a survey

  • Ricardo Dias
  • Daniel Gonçalves
  • Manuel J. Fonseca
Article

DOI: 10.1007/s11042-016-3836-x

Cite this article as:
Dias, R., Gonçalves, D. & Fonseca, M.J. Multimed Tools Appl (2017) 76: 14375. doi:10.1007/s11042-016-3836-x
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Abstract

Nowadays, thanks to the popularization of music streaming services, we gained access to millions of songs to listen to. One of the methods employed by these services to support browsing and promote song discovery are playlists. Additionally, creating and sharing playlists over the Internet have become common practices. A playlist can be defined as a “sequence of songs meant to be listened to as a group”. Research on playlist creation has been done according to three perspectives: i) manual creation; ii) automatic generation and recommendation; and iii) assisted playlist creation. In this paper we review previous research on these three approaches, which we believe are complementary on the subject of playlist creation. We highlight the importance of combining insights from these three perspectives to better understand the current problems and methods, criteria and techniques, and how they complement each other. Furthermore, we identify promising research directions for the three different approaches of playlist creation.

Keywords

Music playlists Manual creation Playlist generation Assisted techniques Survey 

Copyright information

© Springer Science+Business Media New York 2016

Authors and Affiliations

  • Ricardo Dias
    • 1
  • Daniel Gonçalves
    • 1
  • Manuel J. Fonseca
    • 2
  1. 1.INESC-ID, Instituto Superior TécnicoUniversidade de LisboaLisbonPortugal
  2. 2.LaSIGE, Faculdade de CiênciasUniversidade de LisboaLisbonPortugal

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