Prompt to Press: Evaluating Human Perception of AI Involvement in News Writing Across Prompt Specificity.

Marko Tkalcic http://markotkalcic.com/ https://scholar.google.com/citations?user=JQ2puysAAAAJ https://dl.acm.org/profile/81472654004 https://orcid.org/0000-0002-0831-5512 https://www.wikidata.org/entity/Q114211002 https://id.loc.gov/authorities/names/n2004014338 https://d-nb.info/gnd/1235891127 University of Primorska, Koper, Slovenia Free University of Bolzano/Bozen, Italy Uros Sergas Ahmadou Wagne Thomas Elmar Kolb Julia Neidhardt Bruce Ferwerda Marko Tkalcic Prompt to Press: Evaluating Human Perception of AI Involvement in News Writing Across Prompt Specificity. 89-92 2026 IUI Companion https://doi.org/10.1145/3742414.3795097 conf/iui/2026c db/conf/iui/iui2026c.html#SergasWKNFT26 Arsen Matej Golubovikj Marko Tkalcic Rethinking Subjective Features in Recommender Systems: Personal Views Over Aggregated Values. 1279-1283 2025 RecSys https://doi.org/10.1145/3705328.3759316 conf/recsys/2025 db/conf/recsys/recsys2025.html#GolubovikjT25 Markus Schedl Elisabeth Lex Marko Tkalcic Psychological Aspects in Retrieval and Recommendation. 4114-4117 2025 SIGIR https://doi.org/10.1145/3726302.3731691 conf/sigir/2025 db/conf/sigir/sigir2025.html#SchedlLT25 Ernesto William De Luca Julian Marvin Jörs Marko Tkalcic Designing Intelligent User Interfaces for Well-Being (Tutorial). 8-9 2025 UMAP (Adjunct Publication) https://doi.org/10.1145/3708319.3727564 conf/um/2025a db/conf/um/umap2025a.html#LucaJT25 Arsen Matej Golubovikj Bruce Ferwerda Alan Said Marko Tkalcic Soundtracks of Our Lives: How Age Influences Musical Preferences. 93-97 2025 UMAP (Adjunct Publication) https://doi.org/10.1145/3708319.3733673 conf/um/2025a db/conf/um/umap2025a.html#GolubovikjFST25 Elisabeth Lex Kevin Innerebner Marko Tkalcic Dominik Kowald Markus Schedl Hybrid AI for Human-Centric Personalization (HyPer). 336-338 2025 UMAP (Adjunct Publication) https://doi.org/10.1145/3708319.3727563 conf/um/2025a db/conf/um/umap2025a.html#LexITKS25

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. 103610 2024 March 61 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2023.103610 db/journals/ipm/ipm61.html#MotamediKSEBT24

Ludovico Boratto Alexander Felfernig Martin Stettinger Marko Tkalcic Preface on the special issue on group recommender systems. 483-487 2024 July 34 User Model. User Adapt. Interact. 3 https://doi.org/10.1007/s11257-024-09408-y db/journals/umuai/umuai34.html#BorattoFST24 streams/journals/umuai

Matej Bevec Marko Tkalcic Matevz Pesek Hybrid music recommendation with graph neural networks. 1891-1928 2024 November 34 User Model. User Adapt. Interact. 5 https://doi.org/10.1007/s11257-024-09410-4 db/journals/umuai/umuai34.html#BevecTP24 streams/journals/umuai

Elena Spirova Arsen Matej Golubovikj Marko Tkalcic Music and Myth: The Relationship Between Music Preference and Unverified Beliefs. 3-10 2024 HCI-SI https://ceur-ws.org/Vol-3866/short1.pdf conf/hci-si/2024 db/conf/hci-si/hci-si2024.html#SpirovaGT24 Arsen Matej Golubovikj Osnat Mokryn Marko Tkalcic Intended Movie Experience: Linking Elicited Emotions to Eudaimonic and Hedonic Characteristics. 103-112 2024 IntRS@RecSys https://ceur-ws.org/Vol-3815/paper9.pdf conf/intrs/2024 db/conf/intrs/intrs2024.html#GolubovikjMT24 Bruce Ferwerda Panagiotis Germanakos Marko Tkalcic HUMANIZE'24: Seventh Edition. 113-115 2024 IUI Companion https://doi.org/10.1145/3640544.3645251 conf/iui/2024c db/conf/iui/iui2024c.html#FerwerdaGT24 Fabio Gasparetti Cristina Gena Giuseppe Sansonetti Marko Tkalcic SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2024. 125-126 2024 IUI Companion https://doi.org/10.1145/3640544.3645256 https://www.wikidata.org/entity/Q130839082 conf/iui/2024c db/conf/iui/iui2024c.html#GasparettiGST24 Panagiotis Germanakos Vania Dimitrova Ben Steichen Bruce Ferwerda Marko Tkalcic HAAPIE 2024: 9th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. 2024 UMAP (Adjunct Publication) https://doi.org/10.1145/3631700.3658526 https://www.wikidata.org/entity/Q130846128 conf/um/2024a db/conf/um/umap2024a.html#GermanakosDSFT24 Simon Kolmanic Matjaz Kljun Marko Tkalcic Klen Copic Pucihar Proceedings of the 8th Human-Computer Interaction Slovenia (HCI SI) Conference 2023, Maribor, Slovenia, January 26, 2024 HCI-SI CEUR-WS.org 2024 CEUR Workshop Proceedings 3657 https://ceur-ws.org/Vol-3657 https://nbn-resolving.org/urn:nbn:de:0074-3657-8 db/conf/hci-si/hci-si2023.html

Dietmar Jannach Alan Said Marko Tkalcic Markus Zanker Recommender Systems for Good (RS4Good): Survey of Use Cases and a Call to Action for Research that Matters. 2024 abs/2411.16645 CoRR https://doi.org/10.48550/arXiv.2411.16645 db/journals/corr/corr2411.html#abs-2411-16645 streams/journals/corr

Elham Motamedi Marko Tkalcic User-centric item characteristics for personalized multimedia systems: A systematic review. 207-228 2023 17 Intelligenza Artificiale 2 https://doi.org/10.3233/IA-230039 db/journals/ia/ia17.html#MotamediT23

Gregor Grbec Nino Basic Marko Tkalcic Ranking Footballers with Multilevel Modeling. 95-101 2023 HCI-SI https://ceur-ws.org/Vol-3657/paper11.pdf conf/hci-si/2023 db/conf/hci-si/hci-si2023.html#GrbecBT23 Fabio Gasparetti Cristina Gena Giuseppe Sansonetti Marko Tkalcic SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2023. 179-180 2023 IUI Companion https://doi.org/10.1145/3581754.3584162 https://www.wikidata.org/entity/Q130845588 conf/iui/2023c db/conf/iui/iui2023c.html#GasparettiGST23 Elham Motamedi Marko Tkalcic Zoltán Szlávik Eudaimonic and Hedonic Qualities as Predictors of Music Videos' Relevance to Users: A Human-Centric Study. 44-49 2023 UMAP (Adjunct Publication) https://doi.org/10.1145/3563359.3597415 conf/um/2023a db/conf/um/umap2023a.html#MotamediTS23 Panagiotis Germanakos Vania Dimitrova Ben Steichen Bruce Ferwerda Marko Tkalcic HAAPIE 2023: 8th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. 302-304 2023 UMAP (Adjunct Publication) https://doi.org/10.1145/3563359.3595627 https://www.wikidata.org/entity/Q130870406 conf/um/2023a db/conf/um/umap2023a.html#GermanakosDSFT23

Denis Helic Ujwal Gadiraju Marko Tkalcic Editorial: User Modeling and Recommendations. 923397 2022 5 Frontiers Big Data https://doi.org/10.3389/fdata.2022.923397 db/journals/fdata/fdata5.html#HelicGT22

Bruce Ferwerda Domina Kiunsi Marko Tkalcic Too Much of a Good Thing: When In-Car Driver Assistance Notifications Become Too Much. 79-82 2022 AutomotiveUI (Adjunct Proceedings) https://doi.org/10.1145/3544999.3552536 conf/automotiveUI/2022a db/conf/automotiveUI/automotiveUI2022a.html#FerwerdaKT22 Arsen Matej Golubovikj Branko Kavsek Marko Tkalcic Imputing Missing Answers in the World Values Survey. 2022 HCI-SI https://ceur-ws.org/Vol-3300/short_1345.pdf conf/hci-si/2022 db/conf/hci-si/hci-si2022.html#GolubovikjKT22 Uros Sergas Habil Kalkan Marko Tkalcic Tribalism and Fake News: Descriptive and Predictive Models on How Belief Influences News Trust. 2022 HCI-SI https://ceur-ws.org/Vol-3300/short_5576.pdf conf/hci-si/2022 db/conf/hci-si/hci-si2022.html#SergasKT22 Marko Tkalcic From Implicit Data to Cognitive Models for Recommender Systems. 2022 IIR https://ceur-ws.org/Vol-3177/invited2.pdf conf/iir/2022 db/conf/iir/iir2022.html#Tkalcic22 Bruce Ferwerda Marko Tkalcic Panagiotis Germanakos Sixth HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems Through User Modeling Grounded in Psychological Theory: Summary. 10-12 2022 IUI Companion https://doi.org/10.1145/3490100.3511167 conf/iui/2022c db/conf/iui/iui2022c.html#FerwerdaTG22 Fabio Gasparetti Cristina Gena Giuseppe Sansonetti Marko Tkalcic SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2022. 13-15 2022 IUI Companion https://doi.org/10.1145/3490100.3511172 https://www.wikidata.org/entity/Q130857823 conf/iui/2022c db/conf/iui/iui2022c.html#GasparettiGST22 Panagiotis Germanakos Vania Dimitrova Ben Steichen Bruce Ferwerda Marko Tkalcic HAAPIE 2022: 7th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. 314-316 2022 UMAP (Adjunct Publication) https://doi.org/10.1145/3511047.3536342 conf/um/2022a db/conf/um/umap2022a.html#GermanakosDSFT22 Marko Tkalcic Elham Motamedi Francesco Barile Eva Puc Ursa Mars Bitenc Prediction of Hedonic and Eudaimonic Characteristics from User Interactions. 366-370 2022 UMAP (Adjunct Publication) https://doi.org/10.1145/3511047.3537656 conf/um/2022a db/conf/um/umap2022a.html#TkalcicMBPB22 Marko Tkalcic Li Chen 0009 Personality and Recommender Systems. 757-787 2022 Recommender Systems Handbook https://doi.org/10.1007/978-1-0716-2197-4_20 reference/sp/2022rsh db/reference/sp/rsh2022.html#TkalcicC22

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. 102655 2021 58 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2021.102655 db/journals/ipm/ipm58.html#ElahiKKSRT21

Mateja Jovanovic Vida Groznik Marko Tkalcic Predicting the Gullibility of Users from their Online Behaviour. 35-44 2021 HCI-SI https://ceur-ws.org/Vol-3054/paper4.pdf conf/hci-si/2021 db/conf/hci-si/hci-si2021.html#JovanovicGT21 Sead Hrustanovic Branko Kavsek Marko Tkalcic Recognition of Eudaemonic and Hedonic Qualities from Song Lyrics. 45-53 2021 HCI-SI https://ceur-ws.org/Vol-3054/paper5.pdf conf/hci-si/2021 db/conf/hci-si/hci-si2021.html#HrustanovicKT21 Elham Motamedi Marko Tkalcic Prediction of Eudaimonic and Hedonic Movie Characteristics from Subtitles. 54-61 2021 HCI-SI https://ceur-ws.org/Vol-3054/paper6.pdf conf/hci-si/2021 db/conf/hci-si/hci-si2021.html#MotamediT21 Shabnam Najafian Tim Draws Francesco Barile Marko Tkalcic Jie Yang 0028 Nava Tintarev Exploring User Concerns about Disclosing Location and Emotion Information in Group Recommendations. 155-164 2021 HT https://doi.org/10.1145/3465336.3475104 conf/ht/2021 db/conf/ht/ht2021.html#NajafianDBTYT21 Francesco Agrusti Fabio Gasparetti Cristina Gena Giuseppe Sansonetti Marko Tkalcic SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE). 9-11 2021 IUI Companion https://doi.org/10.1145/3397482.3450709 https://www.wikidata.org/entity/Q130863771 conf/iui/2021c db/conf/iui/iui2021c.html#AgrustiGGST21 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. 21-23 2021 IUI Companion https://doi.org/10.1145/3397482.3450708 conf/iui/2021c db/conf/iui/iui2021c.html#GrausFTG21 Markus Reiter-Haas Emilia Parada-Cabaleiro Markus Schedl Elham Motamedi Marko Tkalcic Elisabeth Lex Predicting Music Relistening Behavior Using the ACT-R Framework. 702-707 2021 RecSys https://doi.org/10.1145/3460231.3478846 conf/recsys/2021 db/conf/recsys/recsys2021.html#Reiter-HaasPSMT21 Shabnam Najafian Amra Delic Marko Tkalcic Nava Tintarev Factors Influencing Privacy Concern for Explanations of Group Recommendation. 14-23 2021 UMAP https://doi.org/10.1145/3450613.3456845 conf/um/2021 db/conf/um/umap2021.html#NajafianDTT21 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. 54-60 2021 UMAP (Adjunct Publication) https://doi.org/10.1145/3450614.3461687 conf/um/2021a db/conf/um/umap2021a.html#ElahiMHRITTT21 Marko Tkalcic Veljko Pejovic Matjaz Kljun Klen Copic Pucihar Proceedings of the 6th Human-Computer Interaction Slovenia Conference, Koper, Slovenia, November 8, 2021. HCI-SI CEUR-WS.org CEUR Workshop Proceedings 3054 2021 https://ceur-ws.org/Vol-3054 https://nbn-resolving.org/urn:nbn:de:0074-3054-7 db/conf/hci-si/hci-si2021.html Judith Masthoff Eelco Herder Nava Tintarev Marko Tkalcic Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, June, 21-25, 2021. ACM UMAP 2021 978-1-4503-8366-0 https://doi.org/10.1145/3450613 https://www.wikidata.org/entity/Q135243620 db/conf/um/umap2021.html Judith Masthoff Eelco Herder Nava Tintarev Marko Tkalcic Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, June 21-25, 2021. ACM UMAP (Adjunct Publication) 2021 978-1-4503-8367-7 https://doi.org/10.1145/3450614 https://www.wikidata.org/entity/Q135243619 db/conf/um/umap2021a.html

Markus Reiter-Haas Emilia Parada-Cabaleiro Markus Schedl Elham Motamedi Marko Tkalcic Elisabeth Lex Predicting Music Relistening Behavior Using the ACT-R Framework. 2021 abs/2108.02138 CoRR https://arxiv.org/abs/2108.02138 db/journals/corr/corr2108.html#abs-2108-02138

Marko Tkalcic Markus Schedl Peter Knees Preface to the Special Issue on user modeling for personalized interaction with music. 195-198 2020 30 User Model. User Adapt. Interact. 2 https://doi.org/10.1007/s11257-020-09264-6 db/journals/umuai/umuai30.html#TkalcicSK20

Marko Tkalcic Complementing Behavioural Modeling with Cognitive Modeling for Better Recommendations. 3-8 2020 ISMIS https://doi.org/10.1007/978-3-030-59491-6_1 conf/ismis/2020 db/conf/ismis/ismis2020.html#Tkalcic20 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. 19-20 2020 IUI Companion https://doi.org/10.1145/3379336.3379352 conf/iui/2020c db/conf/iui/iui2020c.html#GrausFTG20 Bruce Ferwerda Marko Tkalcic Exploring the Prediction of Personality Traits from Drug Consumption Profiles. 2-5 2020 UMAP (Adjunct Publication) https://doi.org/10.1145/3386392.3397589 conf/um/2020a db/conf/um/umap2020a.html#FerwerdaT20

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. 20157-20190 2019 78 Multim. Tools Appl. 14 https://doi.org/10.1007/s11042-019-7336-7 db/journals/mta/mta78.html#FerwerdaYST19

Francesco Barile Francesco Ricci 0001 Marko Tkalcic Bernardo Magnini Roberto Zanoli Alberto Lavelli Manuela Speranza Media Monitoring using News Recommenders. 41-42 2019 IIR https://ceur-ws.org/Vol-2441/paper12.pdf conf/iir/2019 db/conf/iir/iir2019.html#Barile0TMZLS19 Mark P. Graus Bruce Ferwerda Marko Tkalcic Panagiotis Germanakos Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): preface. 127-128 2019 IUI Companion https://doi.org/10.1145/3308557.3313113 conf/iui/2019c db/conf/iui/iui2019c.html#GrausFTG19 Marko Tkalcic Nima Maleki Matevz Pesek Mehdi Elahi Francesco Ricci 0001 Matija Marolt Prediction of music pairwise preferences from facial expressions. 150-159 2019 IUI https://doi.org/10.1145/3301275.3302266 conf/iui/2019 db/conf/iui/iui2019.html#TkalcicMPERM19 Marko Tkalcic Maria Soledad Pera ACM RecSys'19 late-breaking results (posters). 572-573 2019 RecSys https://doi.org/10.1145/3298689.3346970 conf/recsys/2019 db/conf/recsys/recsys2019.html#TkalcicP19 Farshad Bakhshandegan Moghaddam Mehdi Elahi Reza Hosseini Christoph Trattner Marko Tkalcic Predicting Movie Popularity and Ratings with Visual Features. 1-6 2019 SMAP https://doi.org/10.1109/SMAP.2019.8864912 conf/smap/2019 db/conf/smap/smap2019.html#MoghaddamEHTT19 Bruce Ferwerda Marko Tkalcic Exploring Online Music Listening Behaviors of Musically Sophisticated Users. 33-37 2019 UMAP (Adjunct Publication) https://doi.org/10.1145/3314183.3324974 conf/um/2019a db/conf/um/umap2019a.html#FerwerdaT19 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. 303-308 2019 UMAP https://doi.org/10.1145/3320435.3320470 conf/um/2019 db/conf/um/umap2019.html#RimazEMTHT19 Francesco Barile Francesco Ricci 0001 Marko Tkalcic Bernardo Magnini Roberto Zanoli Alberto Lavelli Manuela Speranza A News Recommender System for Media Monitoring. 132-140 2019 WI https://doi.org/10.1145/3350546.3352510 https://ieeexplore.ieee.org/document/117545304 conf/webi/2019 db/conf/webi/webi2019.html#Barile0TMZLS19 Marko Tkalcic Sole Pera Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, RecSys 2019 Late-Breaking Results, Copenhagen, Denmark, September 16-20, 2019. RecSys (Late-Breaking Results) CEUR-WS.org CEUR Workshop Proceedings 2431 2019 https://ceur-ws.org/Vol-2431 https://nbn-resolving.org/urn:nbn:de:0074-2431-0 db/conf/recsys/recsys2019lbr.html

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. 507-525 2018 9 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2017.2663421 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2017.2663421 db/journals/taffco/taffco9.html#SchedlGTTEM18

Marko Tkalcic Bruce Ferwerda Theory-driven Recommendations: Modeling Hedonic and Eudaimonic Movie Preferences. 2018 IIR https://ceur-ws.org/Vol-2140/paper7.pdf conf/iir/2018 db/conf/iir/iir2018.html#TkalcicF18 Bruce Ferwerda Marko Tkalcic You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality. 2018 IUI Workshops https://ceur-ws.org/Vol-2068/humanize2.pdf conf/iui/2018w db/conf/iui/iui2018w.html#FerwerdaT18 Marko Tkalcic Emotions and personality in recommender systems: tutorial. 535-536 2018 RecSys https://doi.org/10.1145/3240323.3241619 conf/recsys/2018 db/conf/recsys/recsys2018.html#Tkalcic18 Marko Tkalcic Marco de Gemmis UMAP'18 Workshop &Tutorial Chairs' Welcome (overview) & Organization List. 1-2 2018 UMAP (Adjunct Publication) https://doi.org/10.1145/3213586.3229186 conf/um/2018a db/conf/um/umap2018a.html#TkalcicG18 Bruce Ferwerda Marko Tkalcic Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features? 157-161 2018 UMAP https://doi.org/10.1145/3209219.3209248 conf/um/2018 db/conf/um/umap2018.html#FerwerdaT18 Marko Tkalcic Bruce Ferwerda Eudaimonic Modeling of Moviegoers. 163-167 2018 UMAP https://doi.org/10.1145/3209219.3209249 conf/um/2018 db/conf/um/umap2018.html#TkalcicF18 Nicola Tonellotto Luca Becchetti Marko Tkalcic Proceedings of the 9th Italian Information Retrieval Workshop, Rome, Italy, May, 28-30, 2018. IIR CEUR-WS.org CEUR Workshop Proceedings 2140 2018 https://ceur-ws.org/Vol-2140 https://nbn-resolving.org/urn:nbn:de:0074-2140-0 db/conf/iir/iir2018.html Marko Tkalcic Emotions and Personality in Recommender Systems. 2018 Encyclopedia of Social Network Analysis and Mining. 2nd Ed. https://doi.org/10.1007/978-1-4939-7131-2_110161 reference/snam/2018 db/reference/snam/snam2018.html#Tkalcic18 Mark P. Graus Bruce Ferwerda Markus Schedl Marko Tkalcic Martijn C. Willemsen Panagiotis Germanakos IUI'17 Companion-Workshop Summary for HUMANIZE'17. 13-15 2017 IUI Companion https://doi.org/10.1145/3030024.3040247 conf/iui/2017c db/conf/iui/iui2017c.html#GrausFSTWG17 Bruce Ferwerda Marko Tkalcic Markus Schedl Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups. 16-20 2017 RecTemp@RecSys https://ceur-ws.org/Vol-1922/paper4.pdf conf/recsys/2017rectemp db/conf/recsys/rectemp2017.html#FerwerdaTS17 Marko Tkalcic Nima Maleki Matevz Pesek Mehdi Elahi Francesco Ricci 0001 Matija Marolt A Research Tool for User Preferences Elicitation with Facial Expressions. 353-354 2017 RecSys https://doi.org/10.1145/3109859.3109978 conf/recsys/2017 db/conf/recsys/recsys2017.html#TkalcicMPERM17 Bruce Ferwerda Mark P. Graus Andreu Vall Marko Tkalcic Markus Schedl How item discovery enabled by diversity leads to increased recommendation list attractiveness. 1693-1696 2017 SAC https://doi.org/10.1145/3019612.3019899 conf/sac/2017 db/conf/sac/sac2017.html#FerwerdaGVTS17 Marko Tkalcic Dhavalkumar Thakker UMAP'17 Late-Breaking Results, Demonstration and Theory, Opinion & Reflection Papers Chairs' Preface & Organization. 1-3 2017 UMAP (Adjunct Publication) https://doi.org/10.1145/3099023.3099062 https://www.wikidata.org/entity/Q61833940 conf/um/2017a db/conf/um/umap2017a.html#TkalcicT17 Bruce Ferwerda Marko Tkalcic Markus Schedl Personality Traits and Music Genres: What Do People Prefer to Listen To? 285-288 2017 UMAP https://doi.org/10.1145/3079628.3079693 conf/um/2017 db/conf/um/umap2017.html#FerwerdaTS17 Peter Knees Kristina Andersen Alan Said Marko Tkalcic UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization. 347-349 2017 UMAP (Adjunct Publication) https://doi.org/10.1145/3099023.3099095 conf/um/2017a db/conf/um/umap2017a.html#KneesAST17 Marko Tkalcic Berardina De Carolis Marco de Gemmis Ante Odic Andrej Kosir Introduction to Emotions and Personality in Personalized Systems. 3-11 2017 Emotions and Personality in Personalized Services https://doi.org/10.1007/978-3-319-31413-6_1 series/hci/Tkalcic2017 db/series/hci/Tkalcic2017.html#TkalcicCGOK17 Ante Odic Andrej Kosir Marko Tkalcic Affective and Personality Corpora. 163-178 2017 Emotions and Personality in Personalized Services https://doi.org/10.1007/978-3-319-31413-6_9 series/hci/Tkalcic2017 db/series/hci/Tkalcic2017.html#OdicKT17 Mark P. Graus Bruce Ferwerda Markus Schedl Marko Tkalcic Martijn C. Willemsen Panagiotis Germanakos Proceedings of the 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces, HUMANIZE@IUI 2017, Limassol, Cyprus, March 13, 2017 HUMANIZE@IUI ACM 2017 978-1-4503-4905-5 https://doi.org/10.1145/3039677 db/conf/iui/humanize2017.html

Marco Degemmis Berardina De Carolis Andrej Kosir Marko Tkalcic Preface to the Focus Section. 105-109 2016 28 IxD&A http://www.mifav.uniroma2.it/inevent/events/idea2010/doc/28_P_FS.pdf db/journals/ixda/ixda28.html#DegemmisCKT16

Marko Tkalcic Daniele Quercia Sabine Graf Preface to the special issue on personality in personalized systems. 103-107 2016 26 User Model. User Adapt. Interact. 2-3 https://doi.org/10.1007/s11257-016-9175-9 db/journals/umuai/umuai26.html#TkalcicQG16

Markus Schedl David Hauger Marko Tkalcic Mark S. Melenhorst Cynthia C. S. Liem A dataset of multimedia material about classical music: PHENICX-SMM. 1-4 2016 CBMI https://doi.org/10.1109/CBMI.2016.7500240 conf/cbmi/2016 db/conf/cbmi/cbmi2016.html#SchedlHTML16 Markus Schedl Hamid Eghbal-Zadeh Emilia Gómez Marko Tkalcic An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics. 578-583 2016 ISMIR https://wp.nyu.edu/ismir2016/wp-content/uploads/sites/2294/2016/07/260_Paper.pdf conf/ismir/2016 db/conf/ismir/ismir2016.html#SchedlEGT16 Marko Tkalcic Markus Schedl Cynthia C. S. Liem Mark S. Melenhorst Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. 393-396 2016 ICMR https://doi.org/10.1145/2911996.2912023 conf/mir/2016 db/conf/mir/icmr2016.html#TkalcicSLM16 Bruce Ferwerda Markus Schedl Marko Tkalcic Using Instagram Picture Features to Predict Users' Personality. 850-861 2016 MMM (1) https://doi.org/10.1007/978-3-319-27671-7_71 conf/mmm/2016-1 db/conf/mmm/mmm2016-1.html#FerwerdaST16 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. 15:1-15:7 2016 MMSys https://doi.org/10.1145/2910017.2910604 conf/mmsys/2016 db/conf/mmsys/mmsys2016.html#SchedlMLMMT16 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. 43-47 2016 EMPIRE@RecSys https://ceur-ws.org/Vol-1680/paper6.pdf conf/recsys/2016empire db/conf/recsys/empire2016.html#FerwerdaGVTS16 Saikishore Kalloori Francesco Ricci 0001 Marko Tkalcic Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques. 143-146 2016 RecSys https://doi.org/10.1145/2959100.2959142 conf/recsys/2016 db/conf/recsys/recsys2016.html#KallooriRT16 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 0001 Jasminko Novak Francesco Ricci 0001 Mario Scriminaci Marko Tkalcic Anna Zacchi Algorithms Aside: Recommendation As The Lens Of Life. 215-219 2016 RecSys https://doi.org/10.1145/2959100.2959164 conf/recsys/2016 db/conf/recsys/recsys2016.html#MotajcsekMLKLTA16 Marko Tkalcic Berardina De Carolis Marco de Gemmis Andrej Kosir 4th Workshop on Emotions and Personality in Personalized Systems (EMPIRE). 407 2016 RecSys https://doi.org/10.1145/2959100.2959201 conf/recsys/2016 db/conf/recsys/recsys2016.html#TkalcicCGK16 Bruce Ferwerda Andreu Vall Marko Tkalcic Markus Schedl Exploring Music Diversity Needs Across Countries. 287-288 2016 UMAP https://doi.org/10.1145/2930238.2930262 conf/um/2016 db/conf/um/umap2016.html#FerwerdaVTS16 Marcin Skowron Marko Tkalcic Bruce Ferwerda Markus Schedl Fusing Social Media Cues: Personality Prediction from Twitter and Instagram. 107-108 2016 WWW (Companion Volume) https://doi.org/10.1145/2872518.2889368 conf/www/2016c db/conf/www/www2016c.html#SkowronTFS16 Bruce Ferwerda Markus Schedl Marko Tkalcic Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook. 565-568 2016 WWW (Companion Volume) https://doi.org/10.1145/2872518.2890085 conf/www/2016c db/conf/www/www2016c.html#FerwerdaST16 Marko Tkalcic Berardina De Carolis Marco de Gemmis Andrej Kosir Proceedings of the 4th Workshop on Emotions and Personality in Personalized Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 16, 2016. EMPIRE@RecSys CEUR-WS.org CEUR Workshop Proceedings 1680 2016 https://nbn-resolving.org/urn:nbn:de:0074-1680-7 db/conf/recsys/empire2016.html Marko Tkalcic Berardina De Carolis Marco de Gemmis Ante Odic Andrej Kosir Emotions and Personality in Personalized Services - Models, Evaluation and Applications Springer 2016 Human-Computer Interaction Series 978-3-319-31411-2 https://doi.org/10.1007/978-3-319-31413-6 db/series/hci/Tkalcic2017.html Markus Schedl Emilia Gómez Erika S. Trent Marko Tkalcic Hamid Eghbal-Zadeh Agustín Martorell PHENICX-emotion. 2016 February https://doi.org/10.5281/zenodo.1289800 Zenodo streams/repo/zenodo

Tomaz Vodlan Marko Tkalcic Andrej Kosir The impact of hesitation, a social signal, on a user's quality of experience in multimedia content retrieval. 6871-6896 2015 74 Multim. Tools Appl. 17 https://doi.org/10.1007/s11042-014-1933-2 db/journals/mta/mta74.html#VodlanTK15

Bruce Ferwerda Emily Yang Markus Schedl Marko Tkalcic Personality Traits Predict Music Taxonomy Preferences. 2241-2246 2015 CHI Extended Abstracts https://doi.org/10.1145/2702613.2732754 conf/chi/2015a db/conf/chi/chi2015a.html#FerwerdaYST15 Peter Knees Kristina Andersen Marko Tkalcic "I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction. 9-16 2015 DMRS https://ceur-ws.org/Vol-1533/paper3.pdf conf/dmrs/2015 db/conf/dmrs/dmrs2015.html#KneesAT15 Markus Schedl David Hauger Katayoun Farrahi Marko Tkalcic On the Influence of User Characteristics on Music Recommendation Algorithms. 339-345 2015 ECIR https://doi.org/10.1007/978-3-319-16354-3_37 conf/ecir/2015 db/conf/ecir/ecir2015.html#SchedlHFT15 Bruce Ferwerda Markus Schedl Marko Tkalcic Predicting Personality Traits with Instagram Pictures. 7-10 2015 EMPIRE@RecSys https://doi.org/10.1145/2809643.2809644 conf/recsys/2015empire db/conf/recsys/empire2015.html#FerwerdaST15 Marko Tkalcic Berardina De Carolis Marco de Gemmis Ante Odic Andrej Kosir EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems. 343-344 2015 RecSys https://dl.acm.org/citation.cfm?id=2798716 conf/recsys/2015 db/conf/recsys/recsys2015.html#TkalcicCGOK15 Bruce Ferwerda Markus Schedl Marko Tkalcic Personality & Emotional States: Understanding Users' Music Listening Needs. 2015 UMAP Workshops https://ceur-ws.org/Vol-1388/latebreaking_paper1.pdf conf/um/2015w db/conf/um/umap2015w.html#FerwerdaST15 Marko Tkalcic Bruce Ferwerda David Hauger Markus Schedl Personality Correlates for Digital Concert Program Notes. 364-369 2015 UMAP https://doi.org/10.1007/978-3-319-20267-9_32 conf/um/2015 db/conf/um/umap2015.html#TkalcicFHS15 Marko Tkalcic Li Chen 0009 Personality and Recommender Systems. 715-739 2015 Recommender Systems Handbook https://doi.org/10.1007/978-1-4899-7637-6_21 https://www.wikidata.org/entity/Q63971873 reference/sp/2015rsh db/reference/sp/rsh2015.html#TkalcicC15 Marko Tkalcic Giovanni Semeraro Marco de Gemmis Personality and Emotions in Decision Making and Recommender Systems. 14-18 2014 DMRS https://ceur-ws.org/Vol-1278/paper3.pdf conf/dmrs/2014 db/conf/dmrs/dmrs2014.html#TkalcicSG14 Katayoun Farrahi Markus Schedl Andreu Vall David Hauger Marko Tkalcic Impact of Listening Behavior on Music Recommendation. 483-488 2014 ISMIR http://www.terasoft.com.tw/conf/ismir2014/proceedings/T088_192_Paper.pdf conf/ismir/2014 db/conf/ismir/ismir2014.html#FarrahiSVHT14 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? 9-13 2014 WISMM https://doi.org/10.1145/2661714.2661717 conf/mm/2014wismm db/conf/mm/wismm2014.html#SchedlT14 Andrej Kosir Ante Odic Marko Tkalcic Matija Svetina Human Decisions in User Modeling: Motivation, Procedure and Example Application. 2014 UMAP Workshops https://ceur-ws.org/Vol-1181/empire2014_paper_03.pdf conf/um/2014w db/conf/um/umap2014w.html#KosirOTS14 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. 2014 UMAP Workshops https://ceur-ws.org/Vol-1181/empire2014_paper_06.pdf conf/um/2014w db/conf/um/umap2014w.html#TkalcicFSLMOK14

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. 13-23 2013 249 Inf. Sci. https://doi.org/10.1016/j.ins.2013.06.006 db/journals/isci/isci249.html#TkalcicOK13

Ante Odic Marko Tkalcic Jurij F. Tasic Andrej Kosir Predicting and Detecting the Relevant Contextual Information in a Movie-Recommender System. 74-90 2013 25 Interact. Comput. 1 https://doi.org/10.1093/iwc/iws003 db/journals/iwc/iwc25.html#OdicTTK13

Marko Tkalcic Andrej Kosir Jurij F. Tasic The LDOS-PerAff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata. 143-155 2013 7 J. Multimodal User Interfaces 1-2 https://doi.org/10.1007/s12193-012-0107-7 https://www.wikidata.org/entity/Q122286456 db/journals/jmui/jmui7.html#TkalcicKT13

Marko Tkalcic Ante Odic Andrej Kosir Jurij F. Tasic Affective Labeling in a Content-Based Recommender System for Images. 391-400 2013 15 IEEE Trans. Multim. 2 https://doi.org/10.1109/TMM.2012.2229970 db/journals/tmm/tmm15.html#TkalcicOKT13

Mehdi Elahi Matthias Braunhofer Francesco Ricci 0001 Marko Tkalcic Personality-Based Active Learning for Collaborative Filtering Recommender Systems. 360-371 2013 AI*IA https://doi.org/10.1007/978-3-319-03524-6_31 conf/aiia/2013 db/conf/aiia/aiia2013.html#ElahiBRT13 David Hauger Markus Schedl Andrej Kosir Marko Tkalcic The Million Musical Tweet Dataset - What We Can Learn From Microblogs. 189-194 2013 ISMIR http://www.ppgia.pucpr.br/ismir2013/wp-content/uploads/2013/09/85_Paper.pdf conf/ismir/2013 db/conf/ismir/ismir2013.html#HaugerSKT13 Andrej Kosir Ante Odic Marko Tkalcic How to improve the statistical power of the 10-fold cross validation scheme in recommender systems. 3-6 2013 RepSys@RecSys https://doi.org/10.1145/2532508.2532510 conf/recsys/2013repsys db/conf/recsys/repsys2013.html#KosirOT13 Ante Odic Marko Tkalcic Andrej Kosir Managing Irrelevant Contextual Categories in a Movie Recommender System. 29-35 2013 Decisions@RecSys https://ceur-ws.org/Vol-1050/paper5.pdf conf/recsys/2013decisions db/conf/recsys/decisions2013.html#OdicTK13 Ante Odic Marko Tkalcic Jurij F. Tasic Andrej Kosir Personality and Social Context: Impact on Emotion Induction from Movies. 2013 UMAP Workshops https://ceur-ws.org/Vol-997/empire2013_paper_5.pdf conf/um/2013w db/conf/um/umap2013w.html#OdicTTK13 Tomaz Vodlan Marko Tkalcic Andrej Kosir The Role of Social Signals in Telecommunication: Experimental Design. 2013 UMAP Workshops https://ceur-ws.org/Vol-997/empire2013_paper_6.pdf conf/um/2013w db/conf/um/umap2013w.html#VodlanTK13 Marko Tkalcic Urban Burnik Ante Odic Andrej Kosir Jurij F. Tasic Emotion-Aware Recommender Systems - A Framework and a Case Study. 141-150 2012 ICT Innovations https://doi.org/10.1007/978-3-642-37169-1_14 conf/ictinnovations/2012 db/conf/ictinnovations/ictinnovations2012.html#TkalcicBOKT12 Marko Tkalcic Ante Odic Andrej Kosir Jurij F. Tasic Exploiting implicit affective labeling for image recommendations. 3321-3326 2012 SMC https://doi.org/10.1109/ICSMC.2012.6378304 conf/smc/2012 db/conf/smc/smc2012.html#TkalcicOKT12 Marko Tkalcic Ante Odic Andrej Kosir Jurij F. Tasic Impact of Implicit and Explicit Affective Labeling on a Recommender System's Performance. 342-354 2011 UMAP Workshops https://doi.org/10.1007/978-3-642-28509-7_32 conf/um/2011w db/conf/um/umap2011w.html#TkalcicOKT11

Marko Tkalcic Urban Burnik Andrej Kosir Using affective parameters in a content-based recommender system for images. 279-311 2010 20 User Model. User Adapt. Interact. 4 https://doi.org/10.1007/s11257-010-9079-z https://www.wikidata.org/entity/Q114829345 db/journals/umuai/umuai20.html#TkalcicBK10

Simon Grbec Marko Tkalcic Janez Diaci The influence of inertial loading on color gamut properties of a TFT LCD display. 18-24 2008 29 Displays 1 https://doi.org/10.1016/j.displa.2007.06.008 db/journals/displays/displays29.html#GrbecTD08

Francesco Agrusti Omar Alonso Kristina Andersen Francesco Barile Nino Basic Luca Becchetti Matej Bevec Ursa Mars Bitenc Ludovico Boratto Matthias Braunhofer Urban Burnik Berardina De Carolis Li Chen 0009 Paolo Cremonesi Amra Delic Andrew M. Demetriou Janez Diaci Vania Dimitrova Kristaps Dobrajs Tim Draws Hamid EghbalzadehHamid Eghbal-Zadeh Mehdi Elahi Katayoun Farrahi Alexander Felfernig Bruce Ferwerda Ujwal Gadiraju Franca Garzotto Fabio Gasparetti Marco de GemmisMarco Degemmis Cristina Gena Panagiotis Germanakos Ayse Göker Arsen Matej Golubovikj Emilia Gómez Sabine Graf Mark P. Graus Gregor Grbec Simon Grbec Vida Groznik David Hauger Denis Helic Eelco Herder Frank Hopfgartner Reza Hosseini Sead Hrustanovic Kevin Innerebner Nabil El Ioini Dietmar Jannach Julian Marvin Jörs Mateja Jovanovic Habil Kalkan Saikishore Kalloori Branko Kavsek Danial Khosh Kholgh Sina KiarostamiMohammad Sina Kiarostami Domina Kiunsi Matjaz Kljun Peter Knees Daniel Kohlsdorf Thomas E. KolbThomas Elmar Kolb Simon Kolmanic Andrej Kosir Dominik Kowald Martha A. Larson Alberto Lavelli Elisabeth Lex Cynthia C. S. Liem Andreas Lommatzsch Ernesto William De Luca Bernardo Magnini Davide Malagoli Nima Maleki Matija Marolt Agustín Martorell Judith Masthoff Oscar Mayor Mark S. Melenhorst Farshad Bakhshandegan Moghaddam Jean-Yves Le Moine Osnat Mokryn Tamas Motajcsek Elham Motamedi Shabnam Najafian Julia Neidhardt Thuy Ngoc Nguyen 0001 Jasminko Novak Ante Odic Emilia Parada-Cabaleiro Veljko Pejovic Maria Soledad PeraSole Pera Matevz Pesek Eva Puc Klen Copic Pucihar Daniele Quercia Shiva Parsa Rad Markus Reiter-Haas Francesco Ricci 0001 Mohammad Hossein Rimaz Sorush Saghari Alan Said Giuseppe Sansonetti Markus Schedl Mario Scriminaci Giovanni Semeraro Uros Sergas Marcin Skowron Manuela Speranza Elena Spirova Ben Steichen Martin Stettinger Matija Svetina Zoltán Szlávik Jurij F. Tasic Dhavalkumar Thakker Domonkos Tikk Tammam Tillo Nava Tintarev Nicola Tonellotto Christoph Trattner Erika S. Trent Andreu Vall Tomaz Vodlan Ahmadou Wagne Martijn C. Willemsen Emily Yang Jie Yang 0028 Anna Zacchi Markus Zanker Roberto Zanoli