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 …
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 …
Listener modeling and context-aware music recommendation based on country archetypes
Music preferences are strongly shaped by the cultural and socio-economic background of
the listener, which is reflected, to a considerable extent, in country-specific music listening …
the listener, which is reflected, to a considerable extent, in country-specific music listening …
The relation of culture, socio-economics, and friendship to music preferences: A large-scale, cross-country study
Music listening is an inherently cultural behavior, which may be shaped by users'
backgrounds and contextual characteristics. Due to geographical, socio-economic …
backgrounds and contextual characteristics. Due to geographical, socio-economic …
MORec: At the crossroads of context-aware and multi-criteria decision making for online music recommendation
Context-aware recommender systems have received considerable attention from industry
and academic areas. In this paper, we pay heed to the growing interest in integrating context …
and academic areas. In this paper, we pay heed to the growing interest in integrating context …
Background music recommendation based on latent factors and moods
CL Liu, YC Chen - Knowledge-Based Systems, 2018 - Elsevier
Many mobile devices are equipped with video shooting function, and users tend to use
these mobile devices to produce user generated content (UGC), and share with friends or …
these mobile devices to produce user generated content (UGC), and share with friends or …
Personality and taxonomy preferences, and the influence of category choice on the user experience for music streaming services
Music streaming services increasingly incorporate different ways for users to browse for
music. Next to the commonly used “genre” taxonomy, nowadays additional taxonomies …
music. Next to the commonly used “genre” taxonomy, nowadays additional taxonomies …
Librosa based assessment tool for music information retrieval systems
Music is possibly the most impactful bonding over the society and culture. The process of
perusing the music in classrooms is considered as a costly affair for the humans in rural …
perusing the music in classrooms is considered as a costly affair for the humans in rural …
The impact of COVID-19 on online music listening behaviors in light of listeners' social interactions
This study investigated the global changes in online music listening behaviors in response
to COVID-19 and its restrictions (such as quarantine, school and workplace closures, and …
to COVID-19 and its restrictions (such as quarantine, school and workplace closures, and …
User awareness in music recommender systems
Music recommender systems are a widely adopted application of personalized systems and
interfaces. By tracking the listening activity of their users and building preference profiles, a …
interfaces. By tracking the listening activity of their users and building preference profiles, a …