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- research-articleApril 2023
Understanding Disclosure and Support for Youth Mental Health in Social Music Communities
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue CSCW1Article No.: 153, Pages 1–32https://doi.org/10.1145/3579629Online music platforms that include social networking features sometimes become supportive social communities where young people can disclose their emotional distress and receive support. However, few studies have examined young people's disclosure in ...
- research-articleNovember 2019
MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction
CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge ManagementPages 951–960https://doi.org/10.1145/3357384.3357923Critiquing-based recommender systems aim to elicit more accurate user preferences from users' feedback toward recommendations. However, systems using a graphical user interface (GUI) limit the way that users can critique the recommendation. With the ...
- short-paperSeptember 2019
The influence of personal values on music taste: towards value-based music recommendations
RecSys '19: Proceedings of the 13th ACM Conference on Recommender SystemsPages 501–505https://doi.org/10.1145/3298689.3347021The field of recommender systems has a lot to gain from the field of psychology. Indeed, many psychology researchers have investigated relations between models that describe humans and consumption preferences. One example of this is personality, which ...
- research-articleOctober 2018
A hybrid two-stage recommender system for automatic playlist continuation
RecSys Challenge '18: Proceedings of the ACM Recommender Systems Challenge 2018Article No.: 16, Pages 1–4https://doi.org/10.1145/3267471.3267488In this paper, we provide the solution for RecSys Challenge 2018 by our Avito team, which obtained the 3rd place in main track. The goal of the competition was to recommend music tracks for automatic playlist continuation. As a part of this challenge, ...
- posterJuly 2016
Exploring Music Diversity Needs Across Countries
UMAP '16: Proceedings of the 2016 Conference on User Modeling Adaptation and PersonalizationPages 287–288https://doi.org/10.1145/2930238.2930262Providing diversity in recommendations has shown to positively influence the user's subjective evaluations such as satisfaction. However, it is often unknown how much diversity a recommendation set needs to consist of. In this work, we explored how ...
- research-articleJune 2015
Graph-based music recommendation approach using social network analysis and community detection method
CompSysTech '15: Proceedings of the 16th International Conference on Computer Systems and TechnologiesPages 221–227https://doi.org/10.1145/2812428.2812453The main goal of recommendation systems is to offer items to a particular user based on some factors, such as users' interests and preferences, thus allowing for more efficient information access. This paper describes how Social Network Analysis and ...