Music recommender systems
This chapter gives an introduction to music recommender systems research. We highlight
the distinctive characteristics of music, as compared to other kinds of media. We then …
the distinctive characteristics of music, as compared to other kinds of media. We then …
Music recommendation systems: Techniques, use cases, and challenges
This chapter gives an introduction to music recommender systems, considering the unique
characteristics of the music domain. We take a user-centric perspective, by organizing our …
characteristics of the music domain. We take a user-centric perspective, by organizing our …
New paths in music recommender systems research
The particularities of musical data and its multiple modalities make original contributions
possible in many core RecSys topics such as content-based and hybrid recommendation …
possible in many core RecSys topics such as content-based and hybrid recommendation …
Music recommendation
O Celma - Music recommendation and discovery: The long tail …, 2010 - Springer
This chapter focuses on the recommendation problem in the music domain. Section 3.1
presents some common use cases in music recommendation. After that, Sect. 3.2, discusses …
presents some common use cases in music recommendation. After that, Sect. 3.2, discusses …
Current challenges and visions in music recommender systems research
Music recommender systems (MRSs) have experienced a boom in recent years, thanks to
the emergence and success of online streaming services, which nowadays make available …
the emergence and success of online streaming services, which nowadays make available …
Tailoring music recommendations to users by considering diversity, mainstreaminess, and novelty
M Schedl, D Hauger - Proceedings of the 38th international acm sigir …, 2015 - dl.acm.org
A shortcoming of current approaches for music recommendation is that they consider user-
specific characteristics only on a very simple level, typically as some kind of interaction …
specific characteristics only on a very simple level, typically as some kind of interaction …
Content-driven music recommendation: Evolution, state of the art, and challenges
The music domain is among the most important ones for adopting recommender systems
technology. In contrast to most other recommendation domains, which predominantly rely on …
technology. In contrast to most other recommendation domains, which predominantly rely on …
[PDF][PDF] A survey of music recommendation systems and future perspectives
Along with the rapid expansion of digital music formats, managing and searching for songs
has become significant. Though music information retrieval (MIR) techniques have been …
has become significant. Though music information retrieval (MIR) techniques have been …
Considering emotions and contextual factors in music recommendation: a systematic literature review
In recent years, several music recommendation systems have been developed with the aim
of incorporating valuable information into the user's modeling and recommendation process …
of incorporating valuable information into the user's modeling and recommendation process …
A survey on music listening and management behaviours
We report the results of a survey on music listening and management behaviours. The
survey was conducted online with 222 participants with mostly technical backgrounds drawn …
survey was conducted online with 222 participants with mostly technical backgrounds drawn …