| As from September 1 (2017), I am holding an Assistant Professor position at Jönköping University (Sweden). Although I will still be associated with Johannes Kepler University Linz until December 1 (2017), it will be better to contact me through my new affiliation: http://www.ju.se/ |
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Bruce Ferwerda, PhD Department of Computational Perception Johannes Kepler University (JKU) Linz Altenberger Str. 69, A-4040 Linz, Austria Science Park 3, 4th Floor Room 442 Tel:
+43 732 2468 4706 E-Mail: Personal website: http://www.bruceferwerda.com/ |
2017
| Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups Ferwerda, B., Tkalčič, M., & Schedl, M. In Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems (RecTemp), at the 11th Conference on Recommender Systems (RecSys). Como, Italy (2017). |
| Personality Traits and Music Genres: What Do People Prefer to Listen To? Ferwerda, B., Tkalčič, M., & Schedl, M. In Proceedings of the 23rd International Conference on User Modeling, Adaptation and Personalization (UMAP). Bratislava, Slowakia (2017). |
| Personalizing Online Educational Tools. M.J. Lee & Ferwerda, B. In Extended Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI). Limassol, Cyprus (2017). |
| Predicting Genre Preferences from Cultural and Socio-economic Factors for Music Retrieval. Skowron, M., Lemmerich, F., Ferwerda, B., & Schedl, M. In Proceedings of the 39th European Conference on Information Retrieval (ECIR). Aberdeen, Scotland (2017). |
| How Item Discovery Enabled by Diversity Leads to Increased Recommendation List Attractiveness. Ferwerda, B., Graus, M., Vall, A., Tkalčič, M., & Schedl, M. In Proceedings of the 32nd ACM Symposium on Applied Computing (SAC). Marrakesh, Morocco (2017). |
2016
| The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists. Ferwerda, B., Graus, M., Vall, A., Tkalčič, M., & Schedl, M. In Proceedings of the 4rd Workshop on Emotions and Personality in Personalized Systems (EMPIRE), at the 10th Conference on Recommender Systems (RecSys). Boston, MA, USA (2016). |
| Personality-Based User Modeling for Music Recommender Systems. Ferwerda, B. & Schedl, M. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD). Riva del Grada, Italy (2016). |
| Investigating the Relationship Between Diversity in Music Consumption Behavior and Cultural Dimensions: A Cross-Country Analysis. Ferwerda, B. & Schedl, M. In Extended Proceedings of the 22nd International Conference on User Modeling, Adaptation and Personalization (UMAP). Halifax, NS, Canada (2016). |
| Exploring Music Diversity Across Countries. Ferwerda, B., Vall, A., Tkalčič, M., & Schedl, M. In Proceedings of the 23rd International Conference on User Modeling, Adaptation and Personalization (UMAP). Halifax, NS, Canada (2016). |
| Fusing Social Media Cues: Personality Prediction from Twitter and Instagram. Skowron, M., Ferwerda, B., Tkalčič, M., & Schedl, M. In Companion Proceedings of the International Word Wide Web Conference. Montreal, CQ, Canada (2016). |
| Personality Traits and the Relationship with (Non-)Disclosure Behavior on Facebook. Ferwerda, B., Schedl, M., & Tkalčič, M. In Companion Proceedings of the International Word Wide Web Conference. Montreal, CQ, Canada (2016). |
| Using Instagram Picture Features to Predict Users' Personality. Ferwerda, B., Schedl, M., & Tkalčič, M. In Proceedings of the International Conference on Multimedia Modelling. Miami, FL, USA (2016). |
2015
| Predicting Personality Traits with Instagram Pictures. Ferwerda, B., Schedl, M., & Tkalčič, M. In Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems (EMPIRE), at the 9th Conference on Recommender Systems(RecSys). Vienna, Austria (2015). |
| Personality & Emotional States: Understanding Users' Music Listening Needs. Ferwerda, B., Schedl, M., & Tkalčič, M. In Extended Proceedings of the 22nd International Conference on User Modeling, Adaptation and Personalization (UMAP). Dublin, Ireland (2015). |
| Personality Correlates for Digital Concert Program Notes. Tkalčič, M., Ferwerda, B., Hauger, D., & Schedl, M. In Proceedings of the 22nd International Conference on User Modeling, Adaptation and Personalization (UMAP). Dublin, Ireland (2015). |
| Personality Traits Predict Music Taxonomy Preferences. Ferwerda, B., Yang, E., Schedl, M., & Tkalčič, M. In ACM Conference on Human Factors in Computing Systems Extended Abstracts (CHI). Seoul, South Korea (2015). |
| The Soundtrack of My Life: Adjusting the Emotion of Music. Ferwerda, B. In Collaborating with Intelligent Machines (workshop), at the ACM Conference on Human Factors in Computing Systems (CHI). Seoul, South Korea (2015). |
2014
| Enhancing Music Recommender Systems with Personality Information and Emotional States: A Proposal. Ferwerda, B. & Schedl, M. In Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE), at the 22nd Conference on User Modeling, Adaptation and Personalization (UMAP). Aalborg, Denmark (2014). |
| Using social media mining for estimating theory of planned behaviour parameters. Tkalčič, M., Ferwerda, B., Schedl, M., Liem, C., Melenhorst, M., Odić, A., & Košir, A. In Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE), at the 22nd Conference on User Modeling, Adaptation and Personalization (UMAP). Aalborg, Denmark (2014). |
| To Post or Not to Post: The Effects of Persuasive Cues and Group Targeting Mechanisms on Posting Behavior. Ferwerda, B., Schedl, M., & Tkalčič, M. In Proceedings of the International Conference on Social Computing (SocialCom). Stanford, CA, USA (2014). |
