Michal Kompan

37 papers A* 2A 2B 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Cross-Validated Off-Policy Evaluation.
AAAI
Matej Cief, Branislav Kveton, Michal Kompan
2025 — conf
Towards Trustworthy Multi-stakeholder Recommender Systems.
EWAF
Katarína Marcinucinová, Adrian Gavornik, Matúus Mesarucík, Michal Kompan
2024 J jnl
Context-aware adaptive personalised recommendation: a meta-hybrid.
CoRR
Peter Tibensky, Michal Kompan
2024 J jnl
Cross-Validated Off-Policy Evaluation.
CoRR
Matej Cief, Branislav Kveton, Michal Kompan
2024 A conf
Pessimistic Off-Policy Optimization for Learning to Rank.
ECAI
Matej Cief, Branislav Kveton, Michal Kompan
2023 J jnl
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.
Trans. Recomm. Syst.
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
2023 J jnl
Considering temporal aspects in recommender systems: a survey.
User Model. User Adapt. Interact.
Veronika Bogina, Tsvi Kuflik, Dietmar Jannach, Mária Bieliková, Michal Kompan, Christoph Trattner
2022 J jnl
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.
CoRR
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2022 J jnl
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.
CoRR
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
2022 A* conf
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract).
IJCAI
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2022 J jnl
Exploring Customer Price Preference and Product Profit Role in Recommender Systems.
CoRR
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
2022 J jnl
Exploring Customer Price Preference and Product Profit Role in Recommender Systems.
IEEE Intell. Syst.
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
2022 J jnl
Pessimistic Off-Policy Optimization for Learning to Rank.
CoRR
Matej Cief, Branislav Kveton, Michal Kompan
2021 A conf
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.
RecSys
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
2021 J jnl
Context-aware adaptive personalised recommendation: a meta-hybrid.
Int. J. Web Eng. Technol.
Peter Tibensky, Michal Kompan
2021 J jnl
The Cold-start Problem: Minimal Users' Activity Estimation.
CoRR
Juraj Visnovsky, Ondrej Kassák, Michal Kompan, Mária Bieliková
2021 — conf
Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading.
UMAP (Adjunct Publication)
Jakub Simko, Matús Tomlein, Branislav Pecher, Róbert Móro, Ivan Srba, Elena Stefancova, Andrea Hrckova, Michal Kompan, Juraj Podrouzek, Mária Bieliková
2020 J jnl
Session-based k-NNs with Semantic Suggestions for Next-item Prediction.
CoRR
Miroslav Rac, Michal Kompan, Mária Bieliková
2019 B conf
Improving the Personalized Recommendation in the Cold-start Scenarios.
DSAA
Peter Gaspar, Michal Kompan, Matej Koncal, Mária Bieliková
2019 — conf
Preference Dynamics and Behavioral Traits in Fashion Domain.
SMAP
Miroslav Rac, Michal Kompan, Mária Bieliková
2019 J jnl
The Short-term User Modeling for Predictive Applications.
J. Data Semant.
Michal Kompan, Ondrej Kassák, Mária Bieliková
2019 J jnl
Towards understandable personalized recommendations: Hybrid explanations.
Comput. Sci. Inf. Syst.
Martin Svrcek, Michal Kompan, Mária Bieliková
2019 J jnl
User Modeling for Churn Prediction in E-Commerce.
IEEE Intell. Syst.
Patrik Berger, Michal Kompan
2018 J jnl
Acquisition and Modelling of Short-TermUser Behaviour on theWeb: A Survey.
J. Web Eng.
Ondrej Kassák, Michal Kompan, Mária Bieliková
2018 — conf
Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study.
IntRS@RecSys
Péter Gáspár, Michal Kompan, Jakub Simko, Mária Bieliková
2018 J jnl
Fast Streaming Behavioural Pattern Mining.
New Gener. Comput.
Tomas Chovanak, Ondrej Kassák, Michal Kompan, Mária Bieliková
2018 — ch.
Hybrid Collaborative Recommendations: Practical Considerations and Tools to Develop a Recommender.
Collaborative Recommendations
Michal Kompan, Peter Gaspar, Mária Bieliková
2017 — conf
Beyond User Preferences: The Short-Term Behaviour Modelling.
RecTemp@RecSys
Michal Kompan, Ondrej Kassák, Mária Bieliková
2016 J jnl
Personalized hybrid recommendation for group of users: Top-N multimedia recommender.
Inf. Process. Manag.
Ondrej Kassák, Michal Kompan, Mária Bieliková
2016 — conf
Short-term User Behaviour Changes Modelling.
ADBIS (Short Papers and Workshops)
Ondrej Kassák, Michal Kompan, Mária Bieliková
2016 J jnl
Student behavior in a web-based educational system: Exit intent prediction.
Eng. Appl. Artif. Intell.
Ondrej Kassák, Michal Kompan, Mária Bieliková
2014 J jnl
Group Recommendations: Survey and Perspectives.
Comput. Informatics
Michal Kompan, Mária Bieliková
2014 — conf
Social Structure and Personality Enhanced Group Recommendation.
UMAP Workshops
Michal Kompan, Mária Bieliková
2014 — conf
Voting Based Group Recommendation: How Users Vote.
HT (Doctoral Consortium / Late-breaking Results / Workshops)
Michal Kompan, Mária Bieliková
2013 — conf
Context-Based Satisfaction Modelling for Personalized Recommendations.
SMAP
Michal Kompan, Mária Bieliková
2012 J jnl
Effective hierarchical vector-based news representation for personalized recommendation.
Comput. Sci. Inf. Syst.
Mária Bieliková, Michal Kompan, Dusan Zeleník
2010 — conf
Content-Based News Recommendation.
EC-Web
Michal Kompan, Mária Bieliková