HCI Publications

2022

- Ferwerda, B., Tkalčič, M., Germanakos, P. (2022). Sixth HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems Through User Modeling Grounded in Psychological Theory: Summary. ACM Digital Library More information

2021

- Anelli, V., Kalloori, S., Ferwerda, B., Belli, L., Tejani, A., Portman, F. ... Shi, W. (2021). RecSys 2021 challenge workshop: Fairness-aware engagement prediction at scale on Twiter's Home Timeline. Association for Computing Machinery (ACM) More information
- Graus, M., Ferwerda, B., Tkalcic, M., Germanakos, P. (2021). Fifth HUMANIZE workshop on transparency and explainability in adaptive systems through user modeling grounded in psychological theory: Summary. Association for Computing Machinery More information
- Ferwerda, B., Chen, L., Tkalčič, M. (2021). Editorial: Psychological Models for Personalized Human-Computer Interaction (HCI). Frontiers in Psychology More information
- Graus, M., Ferwerda, B. (2021). The moderating effect of active engagement on appreciation of popularity in song recommendations. Cham: Springer More information
- Eriksson, M., Ferwerda, B. (2021). Towards a User Experience Framework for Business Intelligence. Journal of Computer Information Systems 61(5), 428-437 More information

2020

- Ghaffari, M., Khan, G., Ferwerda, B., Singh, S. (2020). Music Oh my Music: A Network Perspective on Online Music Listening Behaviour. More information
- Ferwerda, B., Tkalčič, M. (2020). Exploring the Prediction of Personality Traits from Drug Consumption Profiles. Association for Computing Machinery (ACM) More information
- Graus, M., Ferwerda, B., Tkalcic, M., Germanakos, P. (2020). Fourth HUMANIZE workshop on transparency and explainability in adaptive systems through user modeling grounded in psychological theory: Summary. Association for Computing Machinery (ACM) More information
- Xu, Y., Ferwerda, B., Lee, M. (2020). A Qualitative Study of User Participation and Challenges in a Social Shopping Context. Association for Computing Machinery (ACM) More information
- Bauer, C., Ferwerda, B. (2020). Conformity Behavior in Group Playlist Creation. More information

2019

- Knees, P., Schedl, M., Ferwerda, B., Laplante, A. (2019). User Awareness in Music Recommender Systems. In: M. Augstein, E. Herder & W. Wörndl (Ed.), De Gruyter Textbook Berlin: Walter de Gruyter More information
- Graus, M., Ferwerda, B. (2019). Theory-grounded user modeling for personalized HCI. In: M. Augstein, E. Herder & W. Wörndl (Ed.), De Gruyter Textbook Berlin: Walter de Gruyter More information
- Ferwerda, B., Tkalcic, M. (2019). Exploring Online Music Listening Behaviors of Musically Sophisticated Users. More information
- Graus, M., Ferwerda, B., Tkalcic, M., Germanakos, P. (2019). Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): preface. Association for Computing Machinery (ACM) More information
- Graus, M., Ferwerda, B., Tkalčič, M., Germanakos, P. (2019). A summary of the third workshop on theory-informed user modeling for tailoring and personalizing interfaces. CEUR-WS More information
- Ferwerda, B., Yang, E., Schedl, M., Tkalcic, M. (2019). Personality and taxonomy preferences, and the influence of category choice on the user experience for music streaming services. Multimedia tools and applications 78(14), 20157-20190 More information
- Ferwerda, B., Lee, M. (2019). Tamagotchi++: A Serious, Personalized Game to Encourage Healthy Behavior. CEUR-WS More information
- Kiunsi, D., Ferwerda, B. (2019). Using a Serious Game to Teach User-Centered Design. CEUR-WS More information

2018

- Graus, M., Ferwerda, B., Tkalcic, M., Germanakos, P. (2018). Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): Workshop preface. CEUR-WS More information
- Ferwerda, B., Graus, M. (2018). Predicting Musical Sophistication from Music Listening Behaviors: A Preliminary Study. More information
- Tkalcic, M., Ferwerda, B. (2018). Theory-driven Recommendations: Modeling Hedonic and Eudaimonic Movie Preferences. Aachen: CEUR-WS More information
- Tkalcic, M., Ferwerda, B. (2018). Eudaimonic Modeling of Moviegoers. More information
- Ferwerda, B., Tkalcic, M. (2018). Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features?. Association for Computing Machinery (ACM) More information
- Graus, M., Ferwerda, B., Tkalcic, M., Germanakos, P. (2018). Second Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE). CEUR-WS More information
- Lay, A., Ferwerda, B. (2018). Predicting Users’ Personality Based on Their ‘Liked’ Images on Instagram. CEUR-WS More information
- Ferwerda, B., Tkalcic, M. (2018). You Are What You Post: What the Content of Instagram Pictures Tells About Users’ Personality. CEUR-WS More information

2017

- Schedl, M., Lemmerich, F., Ferwerda, B., Skowron, M., Knees, P. (2017). Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors. IEEE More information
- Schedl, M., Ferwerda, B. (2017). Large-scale Analysis of Group-specific Music Genre Taste From Collaborative Tags. IEEE More information
- Ferwerda, B., Tkalcic, M., Schedl, M. (2017). Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. CEUR-WS More information

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