| 2026 | AVI | Wearable Rhythm: An Ambient Wearable for Promoting Awareness of Internal Rhythms. | Rena Matsuura, Naho Yokoyama, Risa Kimura, Tatsuo Nakajima, Bruce Ferwerda |
| 2026 | AVI | Visual Transformation for Reflective Ambient Displays: Comparing Mirror and Frame Representations. | Naho Yokoyama, Rena Matsuura, Bruce Ferwerda, Risa Kimura, Tatsuo Nakajima |
| 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 | HCI | Digital Research Collaboration Platform Design: Preferences from Novice Researchers in the Global North Compared to Novice Researchers in the Global South. | Judy van Biljon, Bruce Ferwerda, Nobert Rangarirai Jere, Nosipho Mavuso, Samuel Ssemugabi, Garrit Schaap |
| 2025 | HCI | User Satisfaction and App Updates: How Frequency Matters. | Mohsen Fazelpour, Nikola Bojovic, Mexhid Ferati, Bruce Ferwerda |
| 2024 | IUI | Framing Theory on Music Streaming Platforms: How Vocabulary Influences Music Playlist Decision-Making and Expectations. | Lotte van Bree, Mark P. Graus, Bruce Ferwerda |
| 2024 | IUI | HUMANIZE'24: Seventh Edition. | Bruce Ferwerda, Panagiotis Germanakos, Marko Tkalcic |
| 2023 | CHIIR | I Don't Care How Popular You Are! Investigating Popularity Bias in Music Recommendations from a User's Perspective. | Bruce Ferwerda, Eveline Ingesson, Michaela Berndl, Markus Schedl |
| 2023 | HCI | Investigating the Psychological Impact of Emotion Visualization and Heart Rate Sharing in Online Communication. | Riko Horikawa, Tatsuo Nakajima, Bruce Ferwerda |
| 2023 | HCI | Guardian Angel - Using Lighting Drones to Improve Traffic Safety, Sense of Security, and Comfort for Cyclists. | Anna-Sofia Alklind Taylor, Kajsa Nalin, Jesper Holgersson, Andreas Gising, Bruce Ferwerda, Lei Chen |
| 2023 | Interact | What's in a Name? How Perceived Music Playlist Personalization Influences Content Expectations. | Bruce Ferwerda, Nina Boksj, Naomi Petricioiu, Carolin Wollny |
| 2023 | SIGIR | Computational Versus Perceived Popularity Miscalibration in Recommender Systems. | Oleg Lesota, Gustavo Escobedo, Yashar Deldjoo, Bruce Ferwerda, Simone Kopeinik, Elisabeth Lex, Navid Rekabsaz, Markus Schedl |
| 2022 | CHI | To Flip or Not to Flip: Conformity Effect Across Cultures. | Bruce Ferwerda, Christine Bauer |
| 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 | RecSys | RecSys Challenge 2022: Fashion Purchase Prediction. | Nick Landia, Frederick Cheung, Donna North, Saikishore Kalloori, Abhishek Srivastava, Bruce Ferwerda |
| 2022 | RecSys | Examining Choice Overload across Single-list and Multi-list User Interfaces. | Alain Starke, Justyna Sedkowska, Mihir Chouhan, Bruce Ferwerda |
| 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 | RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter's Home Timeline. | Vito Walter Anelli, Saikishore Kalloori, Bruce Ferwerda, Luca Belli, Alykhan Tejani, Frank Portman, Alexandre Lung-Yut-Fong, Ben Chamberlain, Yuanpu Xie, Jonathan Hunt, Michael M. Bronstein, Wenzhe Shi |
| 2021 | RecSys | The 2021 RecSys Challenge Dataset: Fairness is not optional. | Luca Belli, Alykhan Tejani, Frank Portman, Alexandre Lung-Yut-Fong, Ben Chamberlain, Yuanpu Xie, Kristian Lum, Jonathan Hunt, Michael M. Bronstein, Vito Walter Anelli, Saikishore Kalloori, Bruce Ferwerda, Wenzhe Shi |
| 2020 | CHI | Conformity Behavior in Group Playlist Creation. | Christine Bauer, Bruce Ferwerda |
| 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 | Tamagotchi++: A Serious, Personalized Game to Encourage Healthy Behavior. | Bruce Ferwerda, Michael Jongseon Lee |
| 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 | Using a Serious Game to Teach User-Centered Design. | Domina Kiunsi, Bruce Ferwerda |
| 2018 | IUI | You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality. | Bruce Ferwerda, Marko Tkalcic |
| 2018 | IUI | Predicting Users' Personality based on Their 'liked' Images on Instagram. | Alixe Lay, Bruce Ferwerda |
| 2017 | ECIR | Predicting Genre Preferences from Cultural and Socio-Economic Factors for Music Retrieval. | Marcin Skowron, Florian Lemmerich, Bruce Ferwerda, Markus Schedl |
| 2017 | ISM | Large-Scale Analysis of Group-Specific Music Genre Taste from Collaborative Tags. | Markus Schedl, Bruce Ferwerda |
| 2017 | ISM | Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors. | Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, Peter Knees |
| 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 | IUI | Personalizing Online Educational Tools. | Michael Jongseon Lee, Bruce Ferwerda |
| 2017 | RecSys | Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. | Bruce Ferwerda, Marko Tkalcic, Markus Schedl |
| 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 | MMM | Using Instagram Picture Features to Predict Users' Personality. | Bruce Ferwerda, Markus Schedl, 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 | 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 | RecSys | Predicting Personality Traits with Instagram Pictures. | Bruce Ferwerda, Markus Schedl, Marko Tkalcic |
| 2013 | CHI | GitHub developers use rockstars to overcome overflow of news. | Michael Jongseon Lee, Bruce Ferwerda, Junghong Choi, Jungpil Hahn, Jae Yun Moon, Jinwoo Kim |