Marko Tkalcic

Orcid: 0000-0002-0831-5512

Affiliations:
  • University of Primorska, Koper, Slovenia
  • Free University of Bolzano/Bozen, Italy (former)


According to our database1, Marko Tkalcic authored at least 101 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Bibliography

2024
Predicting movies' eudaimonic and hedonic scores: A machine learning approach using metadata, audio and visual features.
Inf. Process. Manag., March, 2024

SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2024.
Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

HUMANIZE'24: Seventh Edition.
Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023
User-centric item characteristics for personalized multimedia systems: A systematic review.
Intelligenza Artificiale, 2023

Eudaimonic and Hedonic Qualities as Predictors of Music Videos' Relevance to Users: A Human-Centric Study.
Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

HAAPIE 2023: 8th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments.
Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2023.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Ranking Footballers with Multilevel Modeling.
Proceedings of the 8th Human-Computer Interaction Slovenia (HCI SI) Conference 2023, 2023

2022
Personality and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2022

Editorial: User Modeling and Recommendations.
Frontiers Big Data, 2022

Prediction of Hedonic and Eudaimonic Characteristics from User Interactions.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

HAAPIE 2022: 7th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2022.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Sixth HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems Through User Modeling Grounded in Psychological Theory: Summary.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

From Implicit Data to Cognitive Models for Recommender Systems.
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Tribalism and Fake News: Descriptive and Predictive Models on How Belief Influences News Trust.
Proceedings of the 7th Human-Computer Interaction Slovenia Conference 2022, 2022

Imputing Missing Answers in the World Values Survey.
Proceedings of the 7th Human-Computer Interaction Slovenia Conference 2022, 2022

Too Much of a Good Thing: When In-Car Driver Assistance Notifications Become Too Much.
Proceedings of the AutomotiveUI '22: 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - Adjunct Proceedings, Seoul, Republic of Korea, September 17, 2022

2021
Investigating the impact of recommender systems on user-based and item-based popularity bias.
Inf. Process. Manag., 2021

Factors Influencing Privacy Concern for Explanations of Group Recommendation.
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021

Recommending Videos in Cold Start With Automatic Visual Tags.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

Predicting Music Relistening Behavior Using the ACT-R Framework.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Fifth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE).
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Exploring User Concerns about Disclosing Location and Emotion Information in Group Recommendations.
Proceedings of the HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021, 2021

Prediction of Eudaimonic and Hedonic Movie Characteristics from Subtitles.
Proceedings of the 6th Human-Computer Interaction Slovenia Conference, 2021

Predicting the Gullibility of Users from their Online Behaviour.
Proceedings of the 6th Human-Computer Interaction Slovenia Conference, 2021

Recognition of Eudaemonic and Hedonic Qualities from Song Lyrics.
Proceedings of the 6th Human-Computer Interaction Slovenia Conference, 2021

2020
Preface to the Special Issue on user modeling for personalized interaction with music.
User Model. User Adapt. Interact., 2020

Exploring the Prediction of Personality Traits from Drug Consumption Profiles.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Complementing Behavioural Modeling with Cognitive Modeling for Better Recommendations.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

2019
Personality and taxonomy preferences, and the influence of category choice on the user experience for music streaming services.
Multim. Tools Appl., 2019

A News Recommender System for Media Monitoring.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Exploring the Power of Visual Features for the Recommendation of Movies.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Exploring Online Music Listening Behaviors of Musically Sophisticated Users.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Predicting Movie Popularity and Ratings with Visual Features.
Proceedings of the 14th International Workshop on Semantic and Social Media Adaptation and Personalization, 2019

ACM RecSys'19 late-breaking results (posters).
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Prediction of music pairwise preferences from facial expressions.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): preface.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Media Monitoring using News Recommenders.
Proceedings of the 10th Italian Information Retrieval Workshop, 2019

2018
Emotions and Personality in Recommender Systems.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

On the Interrelation Between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music.
IEEE Trans. Affect. Comput., 2018

UMAP'18 Workshop &Tutorial Chairs' Welcome (overview) & Organization List.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Eudaimonic Modeling of Moviegoers.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features?
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Emotions and personality in recommender systems: tutorial.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Theory-driven Recommendations: Modeling Hedonic and Eudaimonic Movie Preferences.
Proceedings of the 9th Italian Information Retrieval Workshop, 2018

2017
Introduction to Emotions and Personality in Personalized Systems.
Proceedings of the Emotions and Personality in Personalized Services, 2017

Affective and Personality Corpora.
Proceedings of the Emotions and Personality in Personalized Services, 2017

UMAP'17 Late-Breaking Results, Demonstration and Theory, Opinion & Reflection Papers Chairs' Preface & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Personality Traits and Music Genres: What Do People Prefer to Listen To?
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

How item discovery enabled by diversity leads to increased recommendation list attractiveness.
Proceedings of the Symposium on Applied Computing, 2017

A Research Tool for User Preferences Elicitation with Facial Expressions.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups.
Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017

IUI'17 Companion-Workshop Summary for HUMANIZE'17.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

2016
Preface to the special issue on personality in personalized systems.
User Model. User Adapt. Interact., 2016

Preface to the Focus Section.
IxD&A, 2016

Fusing Social Media Cues: Personality Prediction from Twitter and Instagram.
Proceedings of the 25th International Conference on World Wide Web, 2016

Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook.
Proceedings of the 25th International Conference on World Wide Web, 2016

Exploring Music Diversity Needs Across Countries.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

4th Workshop on Emotions and Personality in Personalized Systems (EMPIRE).
Proceedings of the 10th ACM Conference on Recommender Systems, 2016


Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists.
Proceedings of the 4th Workshop on Emotions and Personality in Personalized Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

A personality-based adaptive system for visualizing classical music performances.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Using Instagram Picture Features to Predict Users' Personality.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

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, 2016

A dataset of multimedia material about classical music: PHENICX-SMM.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Personality and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

The impact of hesitation, a social signal, on a user's quality of experience in multimedia content retrieval.
Multim. Tools Appl., 2015

Personality Correlates for Digital Concert Program Notes.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

Personality & Emotional States: Understanding Users' Music Listening Needs.
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Predicting Personality Traits with Instagram Pictures.
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015

On the Influence of User Characteristics on Music Recommendation Algorithms.
Proceedings of the Advances in Information Retrieval, 2015

"I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction.
Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Personality Traits Predict Music Taxonomy Preferences.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters.
Proceedings of the Posters, 2014

Human Decisions in User Modeling: Motivation, Procedure and Example Application.
Proceedings of the Posters, 2014

Genre-based Analysis of Social Media Data on Music Listening Behavior: Are Fans of Classical Music Really Averse to Social Media?
Proceedings of the First International Workshop on Internet-Scale Multimedia Management, 2014

Impact of Listening Behavior on Music Recommendation.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Personality and Emotions in Decision Making and Recommender Systems.
Proceedings of the First International Workshop on Decision Making and Recommender Systems (DMRS2014), 2014

2013
Affective Labeling in a Content-Based Recommender System for Images.
IEEE Trans. Multim., 2013

The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata.
J. Multimodal User Interfaces, 2013

Predicting and Detecting the Relevant Contextual Information in a Movie-Recommender System.
Interact. Comput., 2013

The impact of weak ground truth and facial expressiveness on affect detection accuracy from time-continuous videos of facial expressions.
Inf. Sci., 2013

The Role of Social Signals in Telecommunication: Experimental Design.
Proceedings of the Late-Breaking Results, 2013

Personality and Social Context: Impact on Emotion Induction from Movies.
Proceedings of the Late-Breaking Results, 2013

Managing Irrelevant Contextual Categories in a Movie Recommender System.
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

How to improve the statistical power of the 10-fold cross validation scheme in recommender systems.
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, 2013

The Million Musical Tweet Dataset - What We Can Learn From Microblogs.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Personality-Based Active Learning for Collaborative Filtering Recommender Systems.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012
Exploiting implicit affective labeling for image recommendations.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Emotion-Aware Recommender Systems - A Framework and a Case Study.
Proceedings of the ICT Innovations 2012, 2012

2011
Impact of Implicit and Explicit Affective Labeling on a Recommender System's Performance.
Proceedings of the Advances in User Modeling, 2011

2010
Using affective parameters in a content-based recommender system for images.
User Model. User Adapt. Interact., 2010

2008
The influence of inertial loading on color gamut properties of a TFT LCD display.
Displays, 2008


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