Social technologies have revolutionized the world of music and playlists have become the new radios. However, the production of playlists has been mainly focused on identifying the songs that the listener might like, disregarding the songs sequencing process. In this paper, we propose a highly user-oriented sequencing method. The idea is to use the user's listening history to identify a possible sequencing criterion used by the user when playing out songs. The proposed method is then evaluated with real users and results showed the importance of personalization in the playlist sequencing process. Although the study is still in its early stage, results are promising and, in the future, we plan to personalize the sequencing process even more
International audiencePlaylist generation is a special form of music recommendation where the proble...
An automatic music playlist generator called PATS (Personalized Automatic Track Selection) creates p...
Nowadays, a great part of music consumption on music streaming services are based on playlists. Play...
Social technologies have revolutionized the world of music and playlists have become the new radios....
Algorithms for automatic playlist generation solve the problem of tedious and time consuming manual ...
Streaming music platforms have changed the way people listen to music. Today, we can access to milli...
The objective of this PhD research is to deepen the un-derstanding of how people listen to music and...
Common approaches to creating playlists are to randomly shuffle a collection (e.g. iPod shuffle) or ...
Recent years have seen a growing focus on automated personalized services, with music recommendation...
Selecting the ‘right’ songs and putting them in the ‘right’ order are key to a great music listening...
Grouping songs together, according to music preferences, mood or other characteristics, is an activi...
The automated generation of music playlists – as supported by modern music services like last.fm or ...
The extent to which the sequence of tracks in music playlists matters to listeners is a disputed que...
Streaming music services are flooding their platforms with thousands of different playlists and this...
Music streaming services encompass features that enable the organization of music into playlists. Th...
International audiencePlaylist generation is a special form of music recommendation where the proble...
An automatic music playlist generator called PATS (Personalized Automatic Track Selection) creates p...
Nowadays, a great part of music consumption on music streaming services are based on playlists. Play...
Social technologies have revolutionized the world of music and playlists have become the new radios....
Algorithms for automatic playlist generation solve the problem of tedious and time consuming manual ...
Streaming music platforms have changed the way people listen to music. Today, we can access to milli...
The objective of this PhD research is to deepen the un-derstanding of how people listen to music and...
Common approaches to creating playlists are to randomly shuffle a collection (e.g. iPod shuffle) or ...
Recent years have seen a growing focus on automated personalized services, with music recommendation...
Selecting the ‘right’ songs and putting them in the ‘right’ order are key to a great music listening...
Grouping songs together, according to music preferences, mood or other characteristics, is an activi...
The automated generation of music playlists – as supported by modern music services like last.fm or ...
The extent to which the sequence of tracks in music playlists matters to listeners is a disputed que...
Streaming music services are flooding their platforms with thousands of different playlists and this...
Music streaming services encompass features that enable the organization of music into playlists. Th...
International audiencePlaylist generation is a special form of music recommendation where the proble...
An automatic music playlist generator called PATS (Personalized Automatic Track Selection) creates p...
Nowadays, a great part of music consumption on music streaming services are based on playlists. Play...