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Publications

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

Srba, I., Moro, R., Tomlein, M., Pecher, B., Simko, J., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Gavornik, A., Bielikova, M. – ACM Transactions on Recommender Systems (ACM TORS), 2023
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Black-box Audit of YouTube’s Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Tomlein, M., Pecher, B., Simko, J., Srba, I., Moro, R., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Bielikova, M. – Thirty-First International Joint Conference on Artificial Intelligence Sister Conferences Best Papers, 2022

Utilising the Assessment List for Trustworthy AI: Three Areas of Improvement

Gavornik, A, Podroužek, J., Mesarcik, M., Solarova, S., Oresko, S., Bielikova, M. – CEUR-WS.org, 2022
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Reconsidering the regulation of facial recognition in public spaces

Solarova, S., Podrouzek, J., Mesarcik, M., Gavornik, A., Bielikova, M. – AI and Ethics, 2022
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Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Srba, I., Pecher, B., Tomlein, M., Moro, R., Stefancova, E., Simko, J., Bielikova, M. – SIGIR’22, 2022
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Dissemination of disinformation and the behaviour of online platforms

Mesarcik, M., Moro, R., Kompan, M., Podrouzek, J., Simko, J., Bielikova, M. – , 2022
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Anger or happiness superiority effect: A face in the crowd study involving nine emotions expressed by nine people

Halamová, J., Strnádelová, B., Kanovský, M., Móro, R., Bielikova, M. – Current Psychology, 2022

Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

Hrckova, A., Moro, R., Srba, I., Bielikova, M. – Online Information Review, 2021
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Cross-lingual Learning for Text Processing: A Survey

Pikuliak, M., Simko, M., Bielikova, M. – Expert Systems with Applications, 2021
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A study of fake news reading and annotating in social media context

Simko, J., Racsko, P., Tomlein, M., Hanakova, M, Moro, R., Bielikova, M. – New Review of Hypermedia and Multimedia, 2021
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Pupil size variation in primary facial expressions–testing potential biomarker of self-criticism

Kanovsky, M., Halamova, J., Strnadelova, B., Moro, R., Bielikova, M. – Artificial Intelligence Review, 2021
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Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading

Simko, J., Tomlein, M., Pecher, B, Moro, R., Srba, I., Stefancova, E., Hrckova, A., Kompan, M., Podrouzek, J., Bielikova, M. – 29th ACM Conference on UMAP’21, 2021
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Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Kompan, M., Gaspar, P., Macina, J., Cimerman, M., Bielikova, M. – IEEE Intelligent Systems, 2021
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An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

Tomlein, M., Pecher, B., Simko, J., Srba, I., Moro, R., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Bielikova, M. – RecSys ’21: Fifteenth ACM Conference on Recommender Systems, 2021
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Stance on The Proposal for a Regulation Laying Down Harmonised Rules on Artificial Intelligence – Artificial Intelligence Act

Mesarcik, M., Solarova, S., Podrouzek, J., Bielikova, M. – KInIT report, 2021
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Behavior-Based Customer Demography Prediction in E-Commerce

Urbancokova, V., Kompan, M., Trebulova, Z., Bielikova, M. – Journal of Electronic Commerce Research, 2020
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EMIP: The Eye Movements in Programming Dataset

Bednarik, R., Busjahn, T., Gibaldi, A., Ahadi, A., Bielikova, M. et al. – Science of Computer Programming, 2020.
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Synthesized Dataset for Search-based Test Data Generation Methods Focused on MC/DC Criterion

Cegin, J., Rastocny, K., Bielikova, M. – 20th International Conference on Software Quality, Reliability and Security Companion (QRS-C), 2020

Examining the linking patterns and linkbuilding strategies of mainstream and alternative digital news media in central Europe

Hrckova, A., Moro, R., Srba, I, Bielikova, M. – EAI International Conference on Data and Information in Online Environments – DIONE, 2020

Scalable Real-Time Confusion Detection for Personalized Onboarding Guides

Hucko, M., Moro, R., Bielikova, M. – Web Engineering. ICWE 2020. Springer. 2020
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Navigation Leads for Exploratory Search and Navigation in Digital Libraries

Moro, R., Bielikova, M. – Knowledge and Information Systems, 2020
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Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

Machova, K., Srba, I., Sarnovsky, M., Paralic, J., Maslej Kresanova, V., Hrckova, A., Kompan, M., Simko, M., Blaho, R., Chuda, D., Bielikova, M., Navrat, P. – Towards Digital Intelligence Society. DISA 2020. Advances in Intelligent Systems and Computing. Springer, 2020
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Confusion Detection Dataset of Mouse and Eye Movements

Hucko, M., Moro R., Bielikova, M. – Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’20 Adjunct), 2020
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FireAnt: Claim-based Medical Misinformation Detection and Monitoring

Pecher, B., Srba, I., Moro, R., Tomlein, M., Bielikova, M. – European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2020
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ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium

Bellatreche, L., Bielikova, M., Boussaid, O., Catania, B. et al. (eds.) – Proceedings. Springer. 2020

Web Engineering

Bielikova, M., Mikkonen, T., Pautasso, C. (eds.) – Int. Conf. on Web Engineering, Proceedings. LNCS, volume 12128, Springer. 2020

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

Rac, M., Kompan, M., Bielikova, M. – Workshop on Context-Aware Recommender Systems co-located with ACM RecSys. 2020
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Fake News Reading on Social Media: An Eye-tracking Study

Simko, J., Hanakova, M., Racsko, P., Tomlein, M., Moro, R., Bielikova, M. – ACM Conference on Hypertext and Social Media, 2019
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Employing community question answering for online discussions in university courses: Students’ perspective

Srba, I., Savic, M., Bielikova, M., Ivanovic, M., Pautasso, C. – Computers and Education, 2019
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Unravelling the basic concepts and intents of misbehavior in post-truth society

Hrckova, A., Srba, I., Moro, R., Blaho, R., Simko, J., Navrat, P., Bielikova, M. – Bibliotecas. Anales de Investigación, 2019
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