Publications

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2016
B. Ferwerda, Schedl, M., and Tkalčič, M., “Using Instagram Picture Features to Predict Users' Personality”, in Proceedings of the 22nd International Conference on MultiMedia Modeling (MMM 2016), Miami, USA, 2016. ferwerda_mmm_2016.pdf (259.12 KB)
2015
A. Arzt, Frostel, H., Gadermaier, T., Gasser, M., Widmer, G., and Grachten, M., “Artificial Intelligence in the Concertgebouw”, in Proceedings of the International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 2015. IJCAI15-343.pdf (6.63 MB)
M. Schedl, Hauger, D., Farrahi, K., and Tkalčič, M., “On the Influence of User Characteristics on Music Recommendation”, in Proceedings of the 37th European Conference on Information Retrieval (ECIR 2015), Vienna, Austria, 2015. ecir_2015_final.pdf (259.24 KB)
M. Tkalčič, Ferwerda, B., Hauger, D., and Schedl, M., “Personality Correlates for Digital Concert Program Notes”, UMAP 2015, Springer LNCS 9146, 2015. 2015_Tkalcic_UMAP.pdf (4.81 MB)
B. Ferwerda, Schedl, M., and Tkalčič, M., “Personality & Emotional States: Understanding Users’ Music Listening Needs”, in Extended Proceedings of the 22nd International Conference on User Modeling, Adaptation and Personalization (UMAP 2015), Dublin, Ireland, 2015. umap2015_submission_3.pdf (191.58 KB)
B. Ferwerda, Yang, E., Schedl, M., and Tkalčič, M., “Personality Traits Predict Music Taxonomy Preferences”, in Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems - CHI EA '15, 2015. wip271-ferwerdaa.pdf (207.48 KB)
2014
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., and Widmer, G., “The Complete Classical Music Companion V0.9”, in 53rd AES Conference on Semantic Audio, London, UK, 2014.
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., and Widmer, G., “The Complete Classical Music Companion V0.9”, in 53rd AES Conference on Semantic Audio, London, UK, 2014.
K. Farrahi, Schedl, M., Vall, A., Hauger, D., and Tkalčič, M., “Impact of Listening Behavior on Music Recommendation”, in Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, 2014. ismir_14.pdf (1.06 MB)
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., Liem, C. C. S., and Widmer, G., “The Piano Music Companion”, in Proceedings of the Conference on Prestigious Applications of Intelligent Systems (PAIS), 2014.
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., Liem, C. C. S., and Widmer, G., “The Piano Music Companion”, in Proceedings of the Conference on Prestigious Applications of Intelligent Systems (PAIS), 2014.
B. Ferwerda, Schedl, M., and Tkalčič, M., “To Post or Not to Post: The Effects of Persuasive Cues and Group Targeting Mechanisms on Posting Behavior”, in Proceedings of the 6th ASE International Conference on Social Computing (SocialCom 2014), Stanford, USA, 2014. SocialCom_final.pdf (334.89 KB)
M. Schedl, Vall, A., and Farrahi, K., “User Geospatial Context for Music Recommendation in Microblogs”, in Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Gold Coast, Australia, 2014. sp136-schedl.pdf (116.59 KB)
B. Ferwerda and Schedl, M., “Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters”, in Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014), Aalborg, Denmark, 2014. UMAP.pdf (192.14 KB)
M. Tkalčič, Ferwerda, B., Schedl, M., Liem, C. C. S., Melenhorst, M. S., Odić, A., and Košir, A., “Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters”, in Proceedings of the 2nd Workshop on Emotions and Personality in Personalized Services (EMPIRE 2014), Aalborg, Denmark, 2014. 2014_Empire_Phenicx.pdf (220.3 KB)
2013
M. Schedl, Flexer, A., and Urbano, J., “The Neglected User in Music Information Retrieval Research”, Journal of Intelligent Information Systems, vol. 41, pp. 523–539, 2013.