Marko Tkalcic

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 71

Top Topics

Visual Features

Recommender Systems

Top Venues

UMAP (Adjunct Publication)

Publications

Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic
SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2024. IUI Companion (2024)
Elham Motamedi, Danial Khosh Kholgh, Sorush Saghari, Mehdi Elahi, Francesco Barile, Marko Tkalcic
Predicting movies' eudaimonic and hedonic scores: A machine learning approach using metadata, audio and visual features. Inf. Process. Manag. 61 (2) (2024)
Ludovico Boratto, Alexander Felfernig, Martin Stettinger, Marko Tkalcic
Preface on the special issue on group recommender systems. User Model. User Adapt. Interact. 34 (3) (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)
Elham Motamedi, Marko Tkalcic
User-centric item characteristics for personalized multimedia systems: A systematic review. Intelligenza Artificiale 17 (2) (2023)
Elham Motamedi, Marko Tkalcic, Zoltán Szlávik
Eudaimonic and Hedonic Qualities as Predictors of Music Videos' Relevance to Users: A Human-Centric Study. UMAP (Adjunct Publication) (2023)
Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic
SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2023. IUI Companion (2023)
Gregor Grbec, Nino Basic, Marko Tkalcic
Ranking Footballers with Multilevel Modeling. HCI-SI (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)
Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic
SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2022. IUI Companion (2022)
Arsen Matej Golubovikj, Branko Kavsek, Marko Tkalcic
Imputing Missing Answers in the World Values Survey. HCI-SI (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)
Denis Helic, Ujwal Gadiraju, Marko Tkalcic
Editorial: User Modeling and Recommendations. Frontiers Big Data 5 (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)
Uros Sergas, Habil Kalkan, Marko Tkalcic
Tribalism and Fake News: Descriptive and Predictive Models on How Belief Influences News Trust. HCI-SI (2022)
Marko Tkalcic, Elham Motamedi, Francesco Barile, Eva Puc, Ursa Mars Bitenc
Prediction of Hedonic and Eudaimonic Characteristics from User Interactions. UMAP (Adjunct Publication) (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)
Marko Tkalcic
From Implicit Data to Cognitive Models for Recommender Systems. IIR (2022)
Mehdi Elahi, Danial Khosh Kholgh, Mohammad Sina Kiarostami, Sorush Saghari, Shiva Parsa Rad, Marko Tkalcic
Investigating the impact of recommender systems on user-based and item-based popularity bias. Inf. Process. Manag. 58 (5) (2021)
Elham Motamedi, Marko Tkalcic
Prediction of Eudaimonic and Hedonic Movie Characteristics from Subtitles. HCI-SI (2021)
Sead Hrustanovic, Branko Kavsek, Marko Tkalcic
Recognition of Eudaemonic and Hedonic Qualities from Song Lyrics. HCI-SI (2021)
Markus Reiter-Haas, Emilia Parada-Cabaleiro, Markus Schedl, Elham Motamedi, Marko Tkalcic, Elisabeth Lex
Predicting Music Relistening Behavior Using the ACT-R Framework. CoRR (2021)
Mehdi Elahi, Farshad Bakhshandegan Moghaddam, Reza Hosseini, Mohammad Hossein Rimaz, Nabil El Ioini, Marko Tkalcic, Christoph Trattner, Tammam Tillo
Recommending Videos in Cold Start With Automatic Visual Tags. UMAP (Adjunct Publication) (2021)
Shabnam Najafian, Amra Delic, Marko Tkalcic, Nava Tintarev
Factors Influencing Privacy Concern for Explanations of Group Recommendation. UMAP (2021)
Mateja Jovanovic, Vida Groznik, Marko Tkalcic
Predicting the Gullibility of Users from their Online Behaviour. HCI-SI (2021)
Shabnam Najafian, Tim Draws, Francesco Barile, Marko Tkalcic, Jie Yang, Nava Tintarev
Exploring User Concerns about Disclosing Location and Emotion Information in Group Recommendations. HT (2021)
Francesco Agrusti, Fabio Gasparetti, Cristina Gena, Giuseppe Sansonetti, Marko Tkalcic
SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE). IUI Companion (2021)
Markus Reiter-Haas, Emilia Parada-Cabaleiro, Markus Schedl, Elham Motamedi, Marko Tkalcic, Elisabeth Lex
Predicting Music Relistening Behavior Using the ACT-R Framework. RecSys (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)
Marko Tkalcic
Complementing Behavioural Modeling with Cognitive Modeling for Better Recommendations. ISMIS (2020)
Marko Tkalcic, Markus Schedl, Peter Knees
Preface to the Special Issue on user modeling for personalized interaction with music. User Model. User Adapt. Interact. 30 (2) (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)
Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt
Prediction of music pairwise preferences from facial expressions. IUI (2019)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza
A News Recommender System for Media Monitoring. WI (2019)
Farshad Bakhshandegan Moghaddam, Mehdi Elahi, Reza Hosseini, Christoph Trattner, Marko Tkalcic
Predicting Movie Popularity and Ratings with Visual Features. SMAP (2019)
Mohammad Hossein Rimaz, Mehdi Elahi, Farshad Bakhshandegan Moghaddam, Christoph Trattner, Reza Hosseini, Marko Tkalcic
Exploring the Power of Visual Features for the Recommendation of Movies. UMAP (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)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza
Media Monitoring using News Recommenders. IIR (2019)
Marko Tkalcic, Maria Soledad Pera
ACM RecSys'19 late-breaking results (posters). RecSys (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, Marco de Gemmis
UMAP'18 Workshop &Tutorial Chairs' Welcome (overview) & Organization List. UMAP (Adjunct Publication) (2018)
Markus Schedl, Emilia Gómez, Erika S. Trent, Marko Tkalcic, Hamid Eghbal-Zadeh, Agustín Martorell
On the Interrelation Between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music. IEEE Trans. Affect. Comput. 9 (4) (2018)
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)
Bruce Ferwerda, Marko Tkalcic
You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality. IUI Workshops (2018)
Marko Tkalcic
Emotions and personality in recommender systems: tutorial. RecSys (2018)
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)
Marko Tkalcic, Nima Maleki, Matevz Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt
A Research Tool for User Preferences Elicitation with Facial Expressions. RecSys (2017)
Peter Knees, Kristina Andersen, Alan Said, Marko Tkalcic
UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization. UMAP (Adjunct Publication) (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)
Marko Tkalcic, Dhavalkumar Thakker
UMAP'17 Late-Breaking Results, Demonstration and Theory, Opinion & Reflection Papers Chairs' Preface & Organization. UMAP (Adjunct Publication) (2017)
Marko Tkalcic, Daniele Quercia, Sabine Graf
Preface to the special issue on personality in personalized systems. User Model. User Adapt. Interact. 26 (2-3) (2016)
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)
Markus Schedl, Mark S. Melenhorst, Cynthia C. S. Liem, Agustín Martorell, Oscar Mayor, Marko Tkalcic
A personality-based adaptive system for visualizing classical music performances. MMSys (2016)
Marko Tkalcic, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst
Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. ICMR (2016)
Bruce Ferwerda, Andreu Vall, Marko Tkalcic, Markus Schedl
Exploring Music Diversity Needs Across Countries. UMAP (2016)
Markus Schedl, Hamid Eghbal-Zadeh, Emilia Gómez, Marko Tkalcic
An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics. ISMIR (2016)
Marcin Skowron, Marko Tkalcic, Bruce Ferwerda, Markus Schedl
Fusing Social Media Cues: Personality Prediction from Twitter and Instagram. WWW (Companion Volume) (2016)
Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Andrej Kosir
4th Workshop on Emotions and Personality in Personalized Systems (EMPIRE). RecSys (2016)
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook. WWW (Companion Volume) (2016)
Saikishore Kalloori, Francesco Ricci, Marko Tkalcic
Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques. RecSys (2016)
Markus Schedl, David Hauger, Marko Tkalcic, Mark S. Melenhorst, Cynthia C. S. Liem
A dataset of multimedia material about classical music: PHENICX-SMM. CBMI (2016)
Tamas Motajcsek, Jean-Yves Le Moine, Martha A. Larson, Daniel Kohlsdorf, Andreas Lommatzsch, Domonkos Tikk, Omar Alonso, Paolo Cremonesi, Andrew M. Demetriou, Kristaps Dobrajs, Franca Garzotto, Ayse Göker, Frank Hopfgartner, Davide Malagoli, Thuy Ngoc Nguyen, Jasminko Novak, Francesco Ricci, Mario Scriminaci, Marko Tkalcic, Anna Zacchi
Algorithms Aside: Recommendation As The Lens Of Life. RecSys (2016)
Marco Degemmis, Berardina De Carolis, Andrej Kosir, Marko Tkalcic
Preface to the Focus Section. IxD&A 28 (2016)
Marko Tkalcic, Berardina De Carolis, Marco de Gemmis, Ante Odic, Andrej Kosir
EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems. RecSys (2015)
Markus Schedl, David Hauger, Katayoun Farrahi, Marko Tkalcic
On the Influence of User Characteristics on Music Recommendation Algorithms. ECIR (2015)
Tomaz Vodlan, Marko Tkalcic, Andrej Kosir
The impact of hesitation, a social signal, on a user's quality of experience in multimedia content retrieval. Multim. Tools Appl. 74 (17) (2015)
Marko Tkalcic, Bruce Ferwerda, David Hauger, Markus Schedl
Personality Correlates for Digital Concert Program Notes. UMAP (2015)
Peter Knees, Kristina Andersen, Marko Tkalcic
"I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction. DMRS (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)
Markus Schedl, Marko Tkalcic
Genre-based Analysis of Social Media Data on Music Listening Behavior: Are Fans of Classical Music Really Averse to Social Media? WISMM (2014)
Marko Tkalcic, Giovanni Semeraro, Marco de Gemmis
Personality and Emotions in Decision Making and Recommender Systems. DMRS (2014)
Andrej Kosir, Ante Odic, Marko Tkalcic, Matija Svetina
Human Decisions in User Modeling: Motivation, Procedure and Example Application. UMAP Workshops (2014)
Katayoun Farrahi, Markus Schedl, Andreu Vall, David Hauger, Marko Tkalcic
Impact of Listening Behavior on Music Recommendation. ISMIR (2014)
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)
Mehdi Elahi, Matthias Braunhofer, Francesco Ricci, Marko Tkalcic
Personality-Based Active Learning for Collaborative Filtering Recommender Systems. AI*IA (2013)
Ante Odic, Marko Tkalcic, Jurij F. Tasic, Andrej Kosir
Predicting and Detecting the Relevant Contextual Information in a Movie-Recommender System. Interact. Comput. 25 (1) (2013)
Ante Odic, Marko Tkalcic, Jurij F. Tasic, Andrej Kosir
Personality and Social Context: Impact on Emotion Induction from Movies. UMAP Workshops (2013)
Marko Tkalcic, Andrej Kosir, Jurij F. Tasic
The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata. J. Multimodal User Interfaces 7 (1-2) (2013)
Marko Tkalcic, Ante Odic, Andrej Kosir
The impact of weak ground truth and facial expressiveness on affect detection accuracy from time-continuous videos of facial expressions. Inf. Sci. 249 (2013)
David Hauger, Markus Schedl, Andrej Kosir, Marko Tkalcic
The Million Musical Tweet Dataset - What We Can Learn From Microblogs. ISMIR (2013)
Marko Tkalcic, Ante Odic, Andrej Kosir, Jurij F. Tasic
Affective Labeling in a Content-Based Recommender System for Images. IEEE Trans. Multim. 15 (2) (2013)
Tomaz Vodlan, Marko Tkalcic, Andrej Kosir
The Role of Social Signals in Telecommunication: Experimental Design. UMAP Workshops (2013)
Ante Odic, Marko Tkalcic, Andrej Kosir
Managing Irrelevant Contextual Categories in a Movie Recommender System. Decisions@RecSys (2013)
Andrej Kosir, Ante Odic, Marko Tkalcic
How to improve the statistical power of the 10-fold cross validation scheme in recommender systems. RepSys@RecSys (2013)
Marko Tkalcic, Urban Burnik, Ante Odic, Andrej Kosir, Jurij F. Tasic
Emotion-Aware Recommender Systems - A Framework and a Case Study. ICT Innovations (2012)
Marko Tkalcic, Ante Odic, Andrej Kosir, Jurij F. Tasic
Exploiting implicit affective labeling for image recommendations. SMC (2012)
Marko Tkalcic, Ante Odic, Andrej Kosir, Jurij F. Tasic
Impact of Implicit and Explicit Affective Labeling on a Recommender System's Performance. UMAP Workshops (2011)
Marko Tkalcic, Urban Burnik, Andrej Kosir
Using affective parameters in a content-based recommender system for images. User Model. User Adapt. Interact. 20 (4) (2010)
Simon Grbec, Marko Tkalcic, Janez Diaci
The influence of inertial loading on color gamut properties of a TFT LCD display. Displays 29 (1) (2008)