Bruce Ferwerda

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 56

Top Topics

Music Retrieval

Personality Traits

Top Venues

UMAP (Adjunct Publication)

Publications

Lotte van Bree, Mark P. Graus, Bruce Ferwerda
Framing Theory on Music Streaming Platforms: How Vocabulary Influences Music Playlist Decision-Making and Expectations. IUI Workshops (2024)
Mona Ghaffari, Gohar Feroz Khan, Shivendu Pratap Singh, Bruce Ferwerda
The impact of COVID-19 on online music listening behaviors in light of listeners' social interactions. Multim. Tools Appl. 83 (5) (2024)
Bruce Ferwerda, Panagiotis Germanakos, Marko Tkalcic
HUMANIZE'24: Seventh Edition. IUI Companion (2024)
Panagiotis Germanakos, Vania Dimitrova, Ben Steichen, Bruce Ferwerda, Marko Tkalcic
HAAPIE 2024: 9th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. UMAP (Adjunct Publication) (2024)
Alain D. Starke, Kimia Emami, Andrea Makarová, Bruce Ferwerda
Using Visual and Linguistic Framing to Support Sustainable Decisions in an Online Store. IntRS@RecSys (2023)
Anna-Sofia Alklind Taylor, Kajsa Nalin, Jesper Holgersson, Andreas Gising, Bruce Ferwerda, Lei Chen
Guardian Angel - Using Lighting Drones to Improve Traffic Safety, Sense of Security, and Comfort for Cyclists. HCI (51) (2023)
Christine Bauer, Ben Carterette, Nicola Ferro, Norbert Fuhr, Joeran Beel, Timo Breuer, Charles L. A. Clarke, Anita Crescenzi, Gianluca Demartini, Giorgio Maria Di Nunzio, Laura Dietz, Guglielmo Faggioli, Bruce Ferwerda, Maik Fröbe, Matthias Hagen, Allan Hanbury, Claudia Hauff, Dietmar Jannach, Noriko Kando, Evangelos Kanoulas, Bart P. Knijnenburg, Udo Kruschwitz, Meijie Li, Maria Maistro, Lien Michiels, Andrea Papenmeier, Martin Potthast, Paolo Rosso, Alan Said, Philipp Schaer, Christin Seifert, Damiano Spina, Benno Stein, Nava Tintarev, Julián Urbano, Henning Wachsmuth, Martijn C. Willemsen, Justin Zobel
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education. SIGIR Forum 57 (1) (2023)
Bruce Ferwerda, Nina Boksjö, Naomi Petricioiu, Carolin Wollny
What's in a Name? How Perceived Music Playlist Personalization Influences Content Expectations. INTERACT (4) (2023)
Bruce Ferwerda, Eveline Ingesson, Michaela Berndl, Markus Schedl
I Don't Care How Popular You Are! Investigating Popularity Bias in Music Recommendations from a User's Perspective. CHIIR (2023)
Christine Bauer, Bruce Ferwerda
The Effect of Ingroup Identification on Conformity Behavior in Group Decision-Making: The Flipping Direction Matters. HICSS (2023)
Oleg Lesota, Gustavo Escobedo, Yashar Deldjoo, Bruce Ferwerda, Simone Kopeinik, Elisabeth Lex, Navid Rekabsaz, Markus Schedl
Computational Versus Perceived Popularity Miscalibration in Recommender Systems. SIGIR (2023)
Panagiotis Germanakos, Vania Dimitrova, Ben Steichen, Bruce Ferwerda, Marko Tkalcic
HAAPIE 2023: 8th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. UMAP (Adjunct Publication) (2023)
Riko Horikawa, Tatsuo Nakajima, Bruce Ferwerda
Investigating the Psychological Impact of Emotion Visualization and Heart Rate Sharing in Online Communication. HCI (26) (2023)
Nick Landia, Frederick Cheung, Donna North, Saikishore Kalloori, Abhishek Srivastava, Bruce Ferwerda
RecSys Challenge 2022: Fashion Purchase Prediction. RecSys (2022)
Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos
Sixth HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems Through User Modeling Grounded in Psychological Theory: Summary. IUI Companion (2022)
Bruce Ferwerda, Domina Kiunsi, Marko Tkalcic
Too Much of a Good Thing: When In-Car Driver Assistance Notifications Become Too Much. AutomotiveUI (Adjunct Proceedings) (2022)
Peter Knees, Bruce Ferwerda, Andreas Rauber, Sebastian Strumbelj, Annabel Resch, Laurenz Tomandl, Valentin Bauer, Fung Yee Tang, Josip Bobinac, Amila Ceranic, Riad Dizdar
A Reproducibility Study on User-centric MIR Research and Why it is Important. ISMIR (2022)
Alain Starke, Justyna Sedkowska, Mihir Chouhan, Bruce Ferwerda
Examining Choice Overload across Single-list and Multi-list User Interfaces. IntRS@RecSys (2022)
Panagiotis Germanakos, Vania Dimitrova, Ben Steichen, Bruce Ferwerda, Marko Tkalcic
HAAPIE 2022: 7th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. UMAP (Adjunct Publication) (2022)
Bruce Ferwerda, Christine Bauer
To Flip or Not to Flip: Conformity Effect Across Cultures. CHI Extended Abstracts (2022)
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
The 2021 RecSys Challenge Dataset: Fairness is not optional. CoRR (2021)
Mark P. Graus, Bruce Ferwerda
The Moderating Effect of Active Engagement on Appreciation of Popularity in Song Recommendations. iConference (1) (2021)
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
RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter's Home Timeline. RecSys (2021)
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
The 2021 RecSys Challenge Dataset: Fairness is not optional. RecSys Challenge (2021)
Marcus Eriksson, Bruce Ferwerda
Towards a User Experience Framework for Business Intelligence. J. Comput. Inf. Syst. 61 (5) (2021)
Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos
Fifth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary. IUI Companion (2021)
Mona Ghaffari, Gohar Feroz Khan, Bruce Ferwerda, Shivendu Pratap Singh
Music Oh my Music: A Network Perspective on Online Music Listening Behaviour. ACIS (2020)
Christine Bauer, Bruce Ferwerda
Conformity Behavior in Group Playlist Creation. CHI Extended Abstracts (2020)
Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos
Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary. IUI Companion (2020)
Bruce Ferwerda, Marko Tkalcic
Exploring the Prediction of Personality Traits from Drug Consumption Profiles. UMAP (Adjunct Publication) (2020)
Domina Kiunsi, Bruce Ferwerda
Using a Serious Game to Teach User-Centered Design. IUI Workshops (2019)
Bruce Ferwerda, Emily Yang, Markus Schedl, Marko Tkalcic
Personality and taxonomy preferences, and the influence of category choice on the user experience for music streaming services. Multim. Tools Appl. 78 (14) (2019)
Bruce Ferwerda, Marko Tkalcic
Exploring Online Music Listening Behaviors of Musically Sophisticated Users. UMAP (Adjunct Publication) (2019)
Bruce Ferwerda, Michael Jongseon Lee
Tamagotchi++: A Serious, Personalized Game to Encourage Healthy Behavior. IUI Workshops (2019)
Mark P. Graus, Bruce Ferwerda, Marko Tkalcic, Panagiotis Germanakos
Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): preface. IUI Companion (2019)
Marko Tkalcic, Bruce Ferwerda
Eudaimonic Modeling of Moviegoers. UMAP (2018)
Bruce Ferwerda, Marko Tkalcic
Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features? UMAP (2018)
Marko Tkalcic, Bruce Ferwerda
Theory-driven Recommendations: Modeling Hedonic and Eudaimonic Movie Preferences. IIR (2018)
Alixe Lay, Bruce Ferwerda
Predicting Users' Personality based on Their 'liked' Images on Instagram. IUI Workshops (2018)
Bruce Ferwerda, Marko Tkalcic
You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality. IUI Workshops (2018)
Bruce Ferwerda, Mark P. Graus
Predicting Musical Sophistication from Music Listening Behaviors: A Preliminary Study. CoRR (2018)
Michael Jongseon Lee, Bruce Ferwerda
Personalizing Online Educational Tools. HUMANIZE@IUI (2017)
Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, Peter Knees
Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors. ISM (2017)
Markus Schedl, Bruce Ferwerda
Large-Scale Analysis of Group-Specific Music Genre Taste from Collaborative Tags. ISM (2017)
Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl
How item discovery enabled by diversity leads to increased recommendation list attractiveness. SAC (2017)
Bruce Ferwerda, Marko Tkalcic, Markus Schedl
Personality Traits and Music Genres: What Do People Prefer to Listen To? UMAP (2017)
Bruce Ferwerda, Marko Tkalcic, Markus Schedl
Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. RecTemp@RecSys (2017)
Marcin Skowron, Florian Lemmerich, Bruce Ferwerda, Markus Schedl
Predicting Genre Preferences from Cultural and Socio-Economic Factors for Music Retrieval. ECIR (2017)
Mark P. Graus, Bruce Ferwerda, Markus Schedl, Marko Tkalcic, Martijn C. Willemsen, Panagiotis Germanakos
IUI'17 Companion-Workshop Summary for HUMANIZE'17. IUI Companion (2017)
Bruce Ferwerda, Mark P. Graus, Andreu Vall, Marko Tkalcic, Markus Schedl
The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists. EMPIRE@RecSys (2016)
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
Using Instagram Picture Features to Predict Users' Personality. MMM (1) (2016)
Bruce Ferwerda, Andreu Vall, Marko Tkalcic, Markus Schedl
Exploring Music Diversity Needs Across Countries. UMAP (2016)
Bruce Ferwerda, Markus Schedl
Personality-Based User Modeling for Music Recommender Systems. ECML/PKDD (3) (2016)
Marcin Skowron, Marko Tkalcic, Bruce Ferwerda, Markus Schedl
Fusing Social Media Cues: Personality Prediction from Twitter and Instagram. WWW (Companion Volume) (2016)
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook. WWW (Companion Volume) (2016)
Bruce Ferwerda, Markus Schedl
Investigating the Relationship Between Diversity in Music Consumption Behavior and Cultural Dimensions: A Cross-Country Analysis. UMAP (Extended Proceedings) (2016)
Marko Tkalcic, Bruce Ferwerda, David Hauger, Markus Schedl
Personality Correlates for Digital Concert Program Notes. UMAP (2015)
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
Predicting Personality Traits with Instagram Pictures. EMPIRE@RecSys (2015)
Bruce Ferwerda, Emily Yang, Markus Schedl, Marko Tkalcic
Personality Traits Predict Music Taxonomy Preferences. CHI Extended Abstracts (2015)
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
Personality & Emotional States: Understanding Users' Music Listening Needs. UMAP Workshops (2015)
Marko Tkalcic, Bruce Ferwerda, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst, Ante Odic, Andrej Kosir
Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters. UMAP Workshops (2014)
Bruce Ferwerda, Markus Schedl
Enhancing Music Recommender Systems with Personality Information and Emotional States: A Proposal. UMAP Workshops (2014)
Michael Jongseon Lee, Bruce Ferwerda, Junghong Choi, Jungpil Hahn, Jae Yun Moon, Jinwoo Kim
GitHub developers use rockstars to overcome overflow of news. CHI Extended Abstracts (2013)
Junghong Choi, Bruce Ferwerda, Jungpil Hahn, Jinwoo Kim, Jae Yun Moon
Impact of social features implemented in open collaboration platforms on volunteer self-organization: case study of open source software development. OpenSym (2013)