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Uptrendz: API-Centric Real-time Recommendations in Multi-Domain Settings


Jan 03, 2023
Emanuel Lacic, Tomislav Duricic, Leon Fadljevic, Dieter Theiler, Dominik Kowald

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* ECIR 2023 demo paper 

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Long-term dynamics of fairness: understanding the impact of data-driven targeted help on job seekers


Aug 17, 2022
Sebastian Scher, Simone Kopeinik, Andreas Trügler, Dominik Kowald

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ReuseKNN: Neighborhood Reuse for Privacy-Aware Recommendations


Jun 23, 2022
Peter Müllner, Markus Schedl, Elisabeth Lex, Dominik Kowald

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* 27 pages, 8 figures, 7 tables, under review 

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Recommendations in a Multi-Domain Setting: Adapting for Customization, Scalability and Real-Time Performance


Mar 02, 2022
Emanuel Lacic, Dominik Kowald

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* ECIR 2022 Industry Day 

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Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems


Mar 01, 2022
Dominik Kowald, Emanuel Lacic

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* Accepted at BIAS Workshop at ECIR'2022 

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What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations


Nov 29, 2021
Emanuel Lacic, Leon Fadljevic, Franz Weissenboeck, Stefanie Lindstaedt, Dominik Kowald

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* ECIR 2022 Conference 

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Position Paper on Simulating Privacy Dynamics in Recommender Systems


Sep 14, 2021
Peter Müllner, Elisabeth Lex, Dominik Kowald

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* Accepted to the Workshop on Simulation Methods for Recommender Systems at ACM RecSys 2021 

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Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?


Aug 16, 2021
Oleg Lesota, Alessandro B. Melchiorre, Navid Rekabsaz, Stefan Brandl, Dominik Kowald, Elisabeth Lex, Markus Schedl

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* RecSys 2021 - LBR 

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Support the Underground: Characteristics of Beyond-Mainstream Music Listeners


Feb 24, 2021
Dominik Kowald, Peter Muellner, Eva Zangerle, Christine Bauer, Markus Schedl, Elisabeth Lex

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* Accepted for publication in EPJ Data Science - link to published version will be added 

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Robustness of Meta Matrix Factorization Against Strict Privacy Constraints


Jan 18, 2021
Peter Müllner, Dominik Kowald, Elisabeth Lex

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* 13 pages, 4 figures, ECIR 2021 reproducibility track 

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