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 …
[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 …
Evaluating collaborative filtering recommender algorithms: a survey
Due to the explosion of available information on the Internet, the need for effective means of
accessing and processing them has become vital for everyone. Recommender systems …
accessing and processing them has become vital for everyone. Recommender systems …
[图书][B] Recommender systems: an introduction
In this age of information overload, people use a variety of strategies to make choices about
what to buy, how to spend their leisure time, and even whom to date. Recommender …
what to buy, how to spend their leisure time, and even whom to date. Recommender …
Improving content-based and hybrid music recommendation using deep learning
Existing content-based music recommendation systems typically employ a\textit {two-stage}
approach. They first extract traditional audio content features such as Mel-frequency cepstral …
approach. They first extract traditional audio content features such as Mel-frequency cepstral …
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 …
An emotion-based personalized music recommendation framework for emotion improvement
Z Liu, W Xu, W Zhang, Q Jiang - Information Processing & Management, 2023 - Elsevier
Music has a close relationship with people's emotion and mental status. Music
recommendation has both economic and social benefits. Unfortunately, most existing music …
recommendation has both economic and social benefits. Unfortunately, most existing music …
Music recommendation by unified hypergraph: combining social media information and music content
Acoustic-based music recommender systems have received increasing interest in recent
years. Due to the semantic gap between low level acoustic features and high level music …
years. Due to the semantic gap between low level acoustic features and high level music …
Contextual music information retrieval and recommendation: State of the art and challenges
M Kaminskas, F Ricci - Computer Science Review, 2012 - Elsevier
Increasing amount of online music content has opened new opportunities for implementing
new effective information access services–commonly known as music recommender …
new effective information access services–commonly known as music recommender …
Multi-view enhanced graph attention network for session-based music recommendation
Traditional music recommender systems are mainly based on users' interactions, which limit
their performance. Particularly, various kinds of content information, such as metadata and …
their performance. Particularly, various kinds of content information, such as metadata and …