| 2026 | IUI | Prompt to Press: Evaluating Human Perception of AI Involvement in News Writing Across Prompt Specificity. | Uros Sergas, Ahmadou Wagne, Thomas Elmar Kolb, Julia Neidhardt, Bruce Ferwerda, Marko Tkalcic |
| 2025 | RecSys | Rethinking Subjective Features in Recommender Systems: Personal Views Over Aggregated Values. | Arsen Matej Golubovikj, Marko Tkalcic |
| 2025 | SIGIR | Psychological Aspects in Retrieval and Recommendation. | Markus Schedl, Elisabeth Lex, Marko Tkalcic |
| 2024 | IUI | HUMANIZE'24: Seventh Edition. | Bruce Ferwerda, Panagiotis Germanakos, Marko Tkalcic |
| 2024 | IUI | SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2024. | Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic |
| 2023 | IUI | SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2023. | Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic |
| 2022 | IUI | Sixth HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems Through User Modeling Grounded in Psychological Theory: Summary. | Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos |
| 2022 | IUI | SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2022. | Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic |
| 2021 | IUI | SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE). | Francesco Agrusti, Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic |
| 2021 | IUI | Fifth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary. | Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos |
| 2021 | RecSys | Predicting Music Relistening Behavior Using the ACT-R Framework. | Markus Reiter-Haas, Emilia Parada-Cabaleiro, Markus Schedl, Elham Motamedi, Marko Tkalcic, Elisabeth Lex |
| 2020 | ISMIS | Complementing Behavioural Modeling with Cognitive Modeling for Better Recommendations. | Marko Tkalcic |
| 2020 | IUI | Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary. | Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos |
| 2019 | IUI | Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): preface. | Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos |
| 2019 | IUI | Prediction of music pairwise preferences from facial expressions. | Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt |
| 2019 | RecSys | ACM RecSys'19 late-breaking results (posters). | Marko Tkalcic, Maria Soledad Pera |
| 2018 | IUI | You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality. | Bruce Ferwerda, Marko Tkalcic |
| 2018 | RecSys | Emotions and personality in recommender systems: tutorial. | Marko Tkalcic |
| 2017 | IUI | IUI'17 Companion-Workshop Summary for HUMANIZE'17. | Mark P. Graus, Bruce Ferwerda, Markus Schedl, Marko Tkalcic, Martijn C. Willemsen, Panagiotis Germanakos |
| 2017 | RecSys | Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. | Bruce Ferwerda, Marko Tkalcic, Markus Schedl |
| 2017 | RecSys | A Research Tool for User Preferences Elicitation with Facial Expressions. | Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt |
| 2017 | SAC | How item discovery enabled by diversity leads to increased recommendation list attractiveness. | Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl |
| 2016 | CBMI | A dataset of multimedia material about classical music: PHENICX-SMM. | Markus Schedl, David Hauger, Marko Tkalcic, Mark S. Melenhorst, Cynthia C. S. Liem |
| 2016 | MMM | Using Instagram Picture Features to Predict Users' Personality. | Bruce Ferwerda, Markus Schedl, Marko Tkalcic |
| 2016 | MMSys | A personality-based adaptive system for visualizing classical music performances. | Markus Schedl, Mark S. Melenhorst, Cynthia C. S. Liem, Agustn Martorell, Oscar Mayor, Marko Tkalcic |
| 2016 | RecSys | The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists. | Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl |
| 2016 | RecSys | Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques. | Saikishore Kalloori, Francesco Ricci, Marko Tkalcic |
| 2016 | RecSys | Algorithms Aside: Recommendation As The Lens Of Life. | Tamas Motajcsek, Jean-Yves Le Moine, Martha A. Larson, Daniel Kohlsdorf, Andreas Lommatzsch, Domonkos Tikk, Omar Alonso, Paolo Cremonesi, Andrew M. Demetriou, Kristaps Dobrajs, Franca Garzotto, Ayse Gker, Frank Hopfgartner, Davide Malagoli, Thuy Ngoc Nguyen, Jasminko Novak, Francesco Ricci, Mario Scriminaci, Marko Tkalcic, Anna Zacchi |
| 2016 | RecSys | 4th Workshop on Emotions and Personality in Personalized Systems (EMPIRE). | Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Andrej Kosir |
| 2016 | WWW | Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook. | Bruce Ferwerda, Markus Schedl, Marko Tkalcic |
| 2016 | WWW | Fusing Social Media Cues: Personality Prediction from Twitter and Instagram. | Marcin Skowron, Marko Tkalcic, Bruce Ferwerda, Markus Schedl |
| 2015 | CHI | Personality Traits Predict Music Taxonomy Preferences. | Bruce Ferwerda, Emily Yang, Markus Schedl, Marko Tkalcic |
| 2015 | ECIR | On the Influence of User Characteristics on Music Recommendation Algorithms. | Markus Schedl, David Hauger, Katayoun Farrahi, Marko Tkalcic |
| 2015 | RecSys | Predicting Personality Traits with Instagram Pictures. | Bruce Ferwerda, Markus Schedl, Marko Tkalcic |
| 2015 | RecSys | EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems. | Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Ante Odic, Andrej Kosir |
| 2013 | RecSys | How to improve the statistical power of the 10-fold cross validation scheme in recommender systems. | Andrej Kosir, Ante Odic, Marko Tkalcic |
| 2013 | RecSys | Managing Irrelevant Contextual Categories in a Movie Recommender System. | Ante Odic, Marko Tkalcic, Andrej Kosir |
| 2012 | SMC | Exploiting implicit affective labeling for image recommendations. | Marko Tkalcic, Ante Odic, Andrej Kosir, Jurij F. Tasic |