Michal Kompan

According to our database, Michal Kompan authored at least 31 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Towards Trustworthy Multi-stakeholder Recommender Systems.

Katarína Marcinucinová, Adrian Gavornik, Matúus Mesarucík, Michal Kompan

Proceedings of the European Workshop on Algorithmic Fairness, 2025

Cross-Validated Off-Policy Evaluation.

Matej Cief, Branislav Kveton, Michal Kompan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Pessimistic Off-Policy Optimization for Learning to Rank.

Matej Cief, Branislav Kveton, Michal Kompan

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Considering temporal aspects in recommender systems: a survey.

Veronika Bogina, Tsvi Kuflik, Dietmar Jannach, Mária Bieliková, Michal Kompan, Christoph Trattner

User Model. User Adapt. Interact., March, 2023

Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.

Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková

Trans. Recomm. Syst., March, 2023

2022

Exploring Customer Price Preference and Product Profit Role in Recommender Systems.

Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková

IEEE Intell. Syst., 2022

Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract).

Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Context-aware adaptive personalised recommendation: a meta-hybrid.

Peter Tibensky, Michal Kompan

Int. J. Web Eng. Technol., 2021

The Cold-start Problem: Minimal Users' Activity Estimation.

Juraj Visnovsky, Ondrej Kassák, Michal Kompan, Mária Bieliková

CoRR, 2021

Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading.

Jakub Simko, Matús Tomlein, Branislav Pecher, Róbert Móro, Ivan Srba, Elena Stefancova, Andrea Hrckova, Michal Kompan, Juraj Podrouzek, Mária Bieliková

Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.

Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020

Session-based k-NNs with Semantic Suggestions for Next-item Prediction.

Miroslav Rac, Michal Kompan, Mária Bieliková

CoRR, 2020

2019

The Short-term User Modeling for Predictive Applications.

Michal Kompan, Ondrej Kassák, Mária Bieliková

J. Data Semant., 2019

User Modeling for Churn Prediction in E-Commerce.

Patrik Berger, Michal Kompan

IEEE Intell. Syst., 2019

Towards understandable personalized recommendations: Hybrid explanations.

Martin Svrcek, Michal Kompan, Mária Bieliková

Comput. Sci. Inf. Syst., 2019

Preference Dynamics and Behavioral Traits in Fashion Domain.

Miroslav Rac, Michal Kompan, Mária Bieliková

Proceedings of the 14th International Workshop on Semantic and Social Media Adaptation and Personalization, 2019

Improving the Personalized Recommendation in the Cold-start Scenarios.

Peter Gaspar, Michal Kompan, Matej Koncal, Mária Bieliková

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018

Fast Streaming Behavioural Pattern Mining.

Tomas Chovanak, Ondrej Kassák, Michal Kompan, Mária Bieliková

New Gener. Comput., 2018

Acquisition and Modelling of Short-TermUser Behaviour on theWeb: A Survey.

Ondrej Kassák, Michal Kompan, Mária Bieliková

J. Web Eng., 2018

Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study.

Péter Gáspár, Michal Kompan, Jakub Simko, Mária Bieliková

Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2018

Hybrid Collaborative Recommendations: Practical Considerations and Tools to Develop a Recommender.

Michal Kompan, Peter Gaspar, Mária Bieliková

Proceedings of the Collaborative Recommendations, 2018

2017

Beyond User Preferences: The Short-Term Behaviour Modelling.

Michal Kompan, Ondrej Kassák, Mária Bieliková

Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017

2016

Personalized hybrid recommendation for group of users: Top-N multimedia recommender.

Ondrej Kassák, Michal Kompan, Mária Bieliková

Inf. Process. Manag., 2016

Student behavior in a web-based educational system: Exit intent prediction.

Ondrej Kassák, Michal Kompan, Mária Bieliková

Eng. Appl. Artif. Intell., 2016

Short-term User Behaviour Changes Modelling.

Ondrej Kassák, Michal Kompan, Mária Bieliková

Proceedings of the New Trends in Databases and Information Systems, 2016

2014

Group Recommendations: Survey and Perspectives.

Michal Kompan, Mária Bieliková

Comput. Informatics, 2014

Social Structure and Personality Enhanced Group Recommendation.

Michal Kompan, Mária Bieliková

Proceedings of the Posters, 2014

Voting Based Group Recommendation: How Users Vote.

Michal Kompan, Mária Bieliková

Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014

2013

Context-Based Satisfaction Modelling for Personalized Recommendations.

Michal Kompan, Mária Bieliková

Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013

2012

Effective hierarchical vector-based news representation for personalized recommendation.

Mária Bieliková, Michal Kompan, Dusan Zeleník

Comput. Sci. Inf. Syst., 2012

2010

Content-Based News Recommendation.

Michal Kompan, Mária Bieliková

Proceedings of the E-Commerce and Web Technologies, 11th International Conference, 2010