Effects of personal characteristics in control-oriented user interfaces for music recommender systems

Y Jin, N Tintarev, NN Htun, K Verbert - User Modeling and User-Adapted …, 2020 - Springer
Music recommender systems typically offer a “one-size-fits-all” approach with the same user
controls and visualizations for all users. However, the effectiveness of interactive interfaces …

Understanding users of cloud music services: selection factors, management and access behavior, and perceptions

JH Lee, R Wishkoski, L Aase, P Meas… - Journal of the …, 2017 - Wiley Online Library
Recent, rapid changes in technology have resulted in a proliferation of choices for music
storage and access. Portable, web‐enabled music devices are widespread, and listeners …

[PDF][PDF] How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY.

JH Lee, AT Nguyen - ISMIR, 2020 - program.ismir2020.net
Much of the existing research on user aspects in the music information retrieval field tends to
focus on general user needs or behavior related to music information seeking, music …

Experience of digital music services and digital self-efficacy among older adults: Enjoyment and anxiety as mediators

M Kim, J Oh, B Kim - Technology in society, 2021 - Elsevier
Self-efficacy is an important factor determining an individual's intention to use digital
devices. In particular, self-efficacy with digital devices is significant for older adults as it not …

[PDF][PDF] Intelligent User Interfaces for Music Discovery.

P Knees, M Schedl, M Goto - Trans. Int. Soc. Music. Inf. Retr., 2020 - staff.aist.go.jp
With its origins in Information Retrieval research, a fundamental goal of Music Information
Retrieval (MIR) as a dedicated research field in the year 2000 was to develop technology to …

Improving context-aware music recommender systems: Beyond the pre-filtering approach

M Pichl, E Zangerle, G Specht - Proceedings of the 2017 ACM on …, 2017 - dl.acm.org
Over the last years, music consumption has changed fundamentally: people switch from
private, mostly limited music collections to huge public music collections provided by music …

Evidence for the merits of collecting streaming music

O Bergman, S Whittaker, N Gradovitch - Personal and Ubiquitous …, 2023 - Springer
Streaming music applications allow their users to listen to music that they did not collect,
making music collecting voluntary for the first time in the history of music consumption. Using …

User models for multi-context-aware music recommendation

M Pichl, E Zangerle - Multimedia Tools and Applications, 2021 - Springer
In the last decade, music consumption has changed dramatically as humans have
increasingly started to use music streaming platforms. While such platforms provide access …

[PDF][PDF] Augmenting Music Listening Experiences on Voice Assistants.

M Behrooz, S Mennicken, J Thom, R Kumar, H Cramer - ISMIR, 2019 - archives.ismir.net
Voice interfaces have rapidly gained popularity, introducing the opportunity for new ways to
explore new interaction paradigms for music. However, most interactions with music in …

Latent feature combination for multi-context music recommendation

M Pichl, E Zangerle - 2018 International Conference on Content …, 2018 - ieeexplore.ieee.org
In recent years, music aficionados have increasingly been consuming music via public
music streaming platforms. Due to the size of the collections provided, music recommender …