Marko Tkalčič

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I am an assistant professor at the Faculty of Computer Science at the Free University of Bozen-Bolzano in Italy. My research focuses on psychological aspects of personalization in connection with computational models. Specific interests include the usage of psychological models (e.g. personality, emotions etc.) for improving personalized applications (e.g. recommender systems) and the usage of social media to infer the psychological models. I use diverse research methodologies, including data mining, machine learning, and user studies.

I currently work at the Free University of Bozen-bolzano, where I teach and conduct research.

Before coming to Bolzano I was a post-doctoral researcher at the Department of Computational Perception at the Johannes Kepler University in Linz, Austria. In the group led by Gerhard Widmer, I worked with Markus Schedl on personality-based music information retrieval system.

Prior to that I was a PhD student and post-doctoral researcher at the Faculty of Electrical Engineering at the University of Ljubljana in Slovenia, where I worked on the usage of emotions and personality in image recommender systems.

I have collaborated and co-authored publications with numerous researchers around the world, including Francesco Ricci (Free University of Bolzano), Domonkos Tikk (Gravity), Emilia Gomez (UPF), Giovanni Semeraro (Univ. Bari), Li Chen (Hong Kong Batist University), Daniele Quercia (Bell Labs), Sabine Graf (Athabasca University), Franca Garzotto and Paolo Cremonesi (Politecnico di Milano), and Martha Larsson (Radboud University).

I have published in prestigious journals, such as UMUAI, IEEE Transactions on Affective Computing, Elsevier Information Sciences, and IEEE Transactions on Multimedia. My work has been presented at many conferences, including WWW, CHI, RecSys, UMAP, SAC, ISMIR, ECIR, ICMR and others. I am a member of the editorial board of the UMUAI journal. I am an editor of the book Emotions and Personality in Personalized Services. I have also edited special issues in the UMUAI and IxD&A journals. Furthermore, I am a co-organizer of ACM UMAP 2018 (workshop and tutoials chair) ACM RecSys 2017 (workshop chair) and ACM UMAP 2017 (LBR and Demo chair) and numerous workshops. I serve as PC member at prestigious conferences (WWW, ACM MM, ACM RecSys, IUI, ACM UMAP) and often review for high impact-factor journals (UMUAI, Elsevier Information Sciences, IEEE Transactions on Multimedia, ACM TIST).

If you are further interested in my work, please download my CV.



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