Publications

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Conference Paper
E. S. Trent and Gómez, E., “Correlations Between Musical Descriptors and Emotions Recognized in Beethoven’s Eroica”, in Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), Manchester, UK, 2015. 0168TrentGomez-ESCOM2015.pdf (953.6 KB)
M. Schedl and Tkalčič, M., “Genre-based Analysis of Social Media Data on Music Listening Behavior”, in Proceedings of the 1st ACM International Workshop on Internet-Scale Multimedia Management (ISMM 2014), Orlando, FL, USA, 2014. wismm01-schedl.pdf (378.16 KB)
A. Košir, Odić, A., and Tkalčič, M., “How to Improve the Statistical Power of the 10-fold Cross Validation Scheme in Recommender Systems”, in Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, New York, NY, USA, 2013. 2013_repsys.pdf (140.42 KB)
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)
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)
D. Hauger, Schedl, M., Košir, A., and Tkalčič, M., “The Million Musical Tweets Dataset: What Can We Learn From Microblogs”, in Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR 2013), Curitiba, Brazil, 2013.
A. Odić, Tkalčič, M., Tasič, J. F., and Košir, A., “Personality and Social Context: Impact on Emotion Induction from Movies”, in EMPIRE 2013: Emotions and Personality in Personalized Services, Rome, Italy, 2013. empire2013_paper_5.pdf (234.78 KB)
A. Odić, Tkalčič, M., Tasič, J. F., and Košir, A., “Personality and Social Context: Impact on Emotion Induction from Movies”, in EMPIRE 2013: Emotions and Personality in Personalized Services, Rome, Italy, 2013. empire2013_paper_5.pdf (234.78 KB)
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)
M. Schedl, Melenhorst, M., Liem, C. C. S., Martorell, A., Mayor, Ó., and Tkalčič, M., “A Personality-based Adaptive System for Visualizing Classical Music Performances”, in Proceedings of the 7th ACM Multimedia Systems Conference (MMSys), Klagenfurt, Austria, 2016.
M. Tkalčič, Schedl, M., Liem, C. C. S., and Melenhorst, M., “Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material”, in Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR), New York, USA, 2016.
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)
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)
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)
Conference Proceedings
M. Schedl, Eghbal-zadeh, H., Gómez, E., and Tkalčič, M., “An Analysis of Agreement in Classical Music Perception and Its Relationship to Listener Characteristics”, Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016). New York, USA, 2016. eroica-study_ismir_2016.pdf (125.97 KB)
A. Sarasua, Caramiaux, B., and Tanaka, A., “Machine Learning of Personal Gesture Variation in Music Conducting”, CHI - Human Factors in Computing Systems. ACM Press, San Jose, CA, pp. 3428-3432, 2016.
Journal Article
T. Vodlan, Tkalčič, M., and Košir, A., “The impact of hesitation, a social signal, on a user’s quality of experience in multimedia content retrieval”, Springer Multimedia Tools and Applications, 2014. springer_MMTA_art3a10-10072fs11042-014-1933-2.pdf (1.52 MB)
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)