Michal Kompan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Recommender Systems

Top Venues

IEEE Intell. Syst.

Comput. Informatics

HT (Doctoral Consortium / Late-breaking Results / Workshops)

Publications

Matej Cief, Branislav Kveton, Michal Kompan
Cross-Validated Off-Policy Evaluation. CoRR (2024)
Veronika Bogina, Tsvi Kuflik, Dietmar Jannach, Mária Bieliková, Michal Kompan, Christoph Trattner
Considering temporal aspects in recommender systems: a survey. User Model. User Adapt. Interact. 33 (1) (2023)
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. Trans. Recomm. Syst. 1 (1) (2023)
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. CoRR (2022)
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
Exploring Customer Price Preference and Product Profit Role in Recommender Systems. CoRR (2022)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract). IJCAI (2022)
Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková
Exploring Customer Price Preference and Product Profit Role in Recommender Systems. IEEE Intell. Syst. 37 (1) (2022)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. CoRR (2022)
Matej Cief, Branislav Kveton, Michal Kompan
Pessimistic Off-Policy Optimization for Learning to Rank. CoRR (2022)
Jakub Simko, Matús Tomlein, Branislav Pecher, Róbert Móro, Ivan Srba, Elena Stefancova, Andrea Hrckova, Michal Kompan, Juraj Podrouzek, Mária Bieliková
Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading. UMAP (Adjunct Publication) (2021)
Peter Tibensky, Michal Kompan
Context-aware adaptive personalised recommendation: a meta-hybrid. Int. J. Web Eng. Technol. 16 (3) (2021)
Juraj Visnovsky, Ondrej Kassák, Michal Kompan, Mária Bieliková
The Cold-start Problem: Minimal Users' Activity Estimation. CoRR (2021)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. RecSys (2021)
Miroslav Rac, Michal Kompan, Mária Bieliková
Session-based k-NNs with Semantic Suggestions for Next-item Prediction. CoRR (2020)
Patrik Berger, Michal Kompan
User Modeling for Churn Prediction in E-Commerce. IEEE Intell. Syst. 34 (2) (2019)
Peter Gaspar, Michal Kompan, Matej Koncal, Mária Bieliková
Improving the Personalized Recommendation in the Cold-start Scenarios. DSAA (2019)
Michal Kompan, Ondrej Kassák, Mária Bieliková
The Short-term User Modeling for Predictive Applications. J. Data Semant. 8 (1) (2019)
Martin Svrcek, Michal Kompan, Mária Bieliková
Towards understandable personalized recommendations: Hybrid explanations. Comput. Sci. Inf. Syst. 16 (1) (2019)
Miroslav Rac, Michal Kompan, Mária Bieliková
Preference Dynamics and Behavioral Traits in Fashion Domain. SMAP (2019)
Tomas Chovanak, Ondrej Kassák, Michal Kompan, Mária Bieliková
Fast Streaming Behavioural Pattern Mining. New Gener. Comput. 36 (4) (2018)
Ondrej Kassák, Michal Kompan, Mária Bieliková
Acquisition and Modelling of Short-TermUser Behaviour on theWeb: A Survey. J. Web Eng. 17 (5) (2018)
Péter Gáspár, Michal Kompan, Jakub Simko, Mária Bieliková
Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study. IntRS@RecSys (2018)
Michal Kompan, Ondrej Kassák, Mária Bieliková
Beyond User Preferences: The Short-Term Behaviour Modelling. RecTemp@RecSys (2017)
Ondrej Kassák, Michal Kompan, Mária Bieliková
Short-term User Behaviour Changes Modelling. ADBIS (Short Papers and Workshops) (2016)
Ondrej Kassák, Michal Kompan, Mária Bieliková
Personalized hybrid recommendation for group of users: Top-N multimedia recommender. Inf. Process. Manag. 52 (3) (2016)
Ondrej Kassák, Michal Kompan, Mária Bieliková
Student behavior in a web-based educational system: Exit intent prediction. Eng. Appl. Artif. Intell. 51 (2016)
Michal Kompan, Mária Bieliková
Voting Based Group Recommendation: How Users Vote. HT (Doctoral Consortium / Late-breaking Results / Workshops) (2014)
Michal Kompan, Mária Bieliková
Social Structure and Personality Enhanced Group Recommendation. UMAP Workshops (2014)
Michal Kompan, Mária Bieliková
Group Recommendations: Survey and Perspectives. Comput. Informatics 33 (2) (2014)
Michal Kompan, Mária Bieliková
Context-Based Satisfaction Modelling for Personalized Recommendations. SMAP (2013)
Mária Bieliková, Michal Kompan, Dusan Zeleník
Effective hierarchical vector-based news representation for personalized recommendation. Comput. Sci. Inf. Syst. 9 (1) (2012)
Michal Kompan, Mária Bieliková
Content-Based News Recommendation. EC-Web (2010)