@inproceedings{graus2020fourth,
title={Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary},
author={Graus, Mark P and Ferwerda, Bruce and Tkal{\v{c}}i{\v{c}}, Marko and Germanakos, Panagiotis},
booktitle={Proceedings of the 25th International Conference on Intelligent User Interfaces Companion},
pages={19--20},
year={2020}
}
@inproceedings{graus2019third,
title={Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE) preface},
author={Graus, Mark P and Ferwerda, Bruce and Tkal{\v{c}}i{\v{c}}, Marko and Germanakos, Panagiotis},
booktitle={Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},
pages={127--128},
year={2019}
}
@inproceedings{graus2019summary,
title={A summary of the third workshop on theory-informed user modeling for tailoring and personalizing interfaces},
author={Graus, Mark P and Tkal{\v{c}}i{\v{c}}, Marko and Ferwerda, Bruce and Germanakos, Panagiotis},
booktitle={2019 Joint ACM IUI Workshops, ACMIUI-WS 2019; Los Angeles, United States, 20 March 2019},
volume={2327},
year={2019},
organization={CEUR-WS}
}
@article{graus2019theory,
title={Theory-Grounded User Modeling for Personalized HCI},
author={Graus, Mark and Ferwerda, Bruce},
journal={Personalized Human-Computer Interaction},
year={2019},
publisher={Walter de Gruyter GmbH \& Co KG}
}
@incollection{lombardo2019xv,
title={XV. ITALY},
author={Lombardo, S and Mucciarelli, FM},
year={2019},
publisher={Beck Nomos Hart}
}
@inproceedings{graus2018second,
title={Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE): Workshop preface},
author={Graus, Mark and Ferwerda, Bruce and Tkalcic, Marko and Germanakos, Panagiotis},
booktitle={2018 Joint ACM IUI Workshops, ACMIUI-WS 2018, Tokyo, Japan, 11 March 2018},
volume={2068},
year={2018},
organization={CEUR-WS}
}
@article{graus2018behavior,
title={From behavior-centered to user-centered: incorporating psychological knowledge and user feedback in personalization},
author={Graus, MP},
year={2018},
publisher={Technische Universiteit Eindhoven}
}
@article{ferwerda2018predicting,
title={Predicting musical sophistication from music listening behaviors: a preliminary study},
author={Ferwerda, Bruce and Graus, Mark},
journal={arXiv preprint arXiv:1808.07314},
year={2018}
}
@misc{graus2018second,
title={Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (HUMANIZE)},
author={Graus, Mark and Ferwerda, Bruce and Tkalcic, Marko and Germanakos, Panagiotis},
year={2018},
publisher={CEUR-WS}
}
@inproceedings{graus2018personalizing,
title={Personalizing a parenting app: parenting-style surveys beat behavioral reading-based models},
author={Graus, Mark P and Willemsen, Martijn C and Snijders, Chris CP},
booktitle={2018 Joint ACM IUI Workshops, ACMIUI-WS 2018: Workshop 4: Theory-Informed User Modeling for Tailoring and Personalizing Interfaces-HUMANIZE},
year={2018},
organization={CEUR-WS. org}
}
@article{scuttari2018turismo,
title={Il turismo in movimento: prospettive su mobilit{\`a}, trasporti e sviluppo sostenibile delle destinazioni.},
author={Scuttari, A},
year={2018}
}
@inproceedings{ferwerda2017item,
title={How item discovery enabled by diversity leads to increased recommendation list attractiveness},
author={Ferwerda, Bruce and Graus, Mark P and Vall, Andreu and Tkalcic, Marko and Schedl, Markus},
booktitle={Proceedings of the Symposium on Applied Computing},
pages={1693--1696},
year={2017}
}
@inproceedings{graus2017iui,
title={IUI'17 Companion-Workshop Summary for HUMANIZE'17},
author={Graus, Mark and Ferwerda, Bruce and Schedl, Markus and Tkalcic, Marko and Willemsen, Martijn and Germanakos, Panagiotis},
booktitle={Proceedings of the 22nd International Conference on Intelligent User Interfaces Companion},
pages={13--15},
year={2017}
}
@inproceedings{graus2017humanize,
title={HUMANIZE 2017 chairs' welcome},
author={Graus, Mark and Ferwerda, Bruce and Schedl, Markus and Tkalcic, Marko and Willemsen, Martijn and Germanakos, Panagiotis},
booktitle={1st Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE 2017)},
pages={13--15},
year={2017},
organization={Association for Computing Machinery, Inc}
}
@incollection{ferwerda2016influence,
title={The influence of users' personality traits on satisfaction and attractiveness of diversified recommendation lists},
author={Ferwerda, Bruce and Graus, Mark P and Vall, Andreu and Tkalcic, Marko and Schedl, Markus},
year={2016},
publisher={CEUR-WS}
}
@article{willemsen2016understanding,
title={Understanding the role of latent feature diversification on choice difficulty and satisfaction},
author={Willemsen, Martijn C and Graus, Mark P and Knijnenburg, Bart P},
journal={User Modeling and User-Adapted Interaction},
volume={26},
number={4},
pages={347--389},
year={2016},
publisher={Springer Netherlands}
}
@inproceedings{graus2016can,
title={Can trailers help to alleviate popularity bias in choice-based preference elicitation?},
author={Graus, Mark P and Willemsen, Martijn C},
booktitle={IntRS@ RecSys},
pages={22--27},
year={2016}
}
@inproceedings{graus2015understanding,
title={Understanding real-life website adaptations by investigating the relations between user behavior and user experience},
author={Graus, Mark P and Willemsen, Martijn C and Swelsen, Kevin},
booktitle={International Conference on User Modeling, Adaptation, and Personalization},
pages={350--356},
year={2015},
organization={Springer, Cham}
}
@inproceedings{graus2015improving,
title={Improving the user experience during cold start through choice-based preference elicitation},
author={Graus, Mark P and Willemsen, Martijn C},
booktitle={Proceedings of the 9th ACM Conference on Recommender Systems},
pages={273--276},
year={2015}
}
@inproceedings{bollen2012remembering,
title={Remembering the stars? Effect of time on preference retrieval from memory},
author={Bollen, Dirk and Graus, Mark and Willemsen, Martijn C},
booktitle={Proceedings of the sixth ACM conference on Recommender systems},
pages={217--220},
year={2012}
}
@article{willemsen2011using,
title={Using latent features diversification to reduce choice difficulty in recommendation lists},
author={Willemsen, Martijn C and Knijnenburg, Bart P and Graus, Mark P and Velter-Bremmers, Linda CM and Fu, Kai},
journal={RecSys},
volume={11},
number={2011},
pages={14--20},
year={2011}
}
@phdthesis{graus2011understanding,
title={Understanding the latent features of matrix factorization algorithms in movie recommender systems},
author={Graus, Mark P.},
year={2011},
school={Eindhoven University of Technology}
}
@inproceedings{bollen2010understanding,
title={Understanding choice overload in recommender systems},
author={Bollen, Dirk and Knijnenburg, Bart P and Willemsen, Martijn C and Graus, Mark},
booktitle={Proceedings of the fourth ACM conference on Recommender systems},
pages={63--70},
year={2010}
}
@article{grausimproving,
title={Improving Recommendations by Increasing Recommendation Set Quality Variety},
author={Graus, Mark}
}
@article{grausunderstanding,
title={Understanding the Latent Features in Recommender Systems},
author={Graus, Mark}
}
@inproceedings{haans8virtual,
title={The virtual midas touch: helping behavior after a mediated social touch},
author={Haans, Antal and IJsselsteijn, Wijnand A. and Graus, Mark P. and Salminen, Juho A.},
booktitle={CHI '08 Extended Abstracts on Human Factors in Computing Systems},
pages={3507--3512}
}
@article{aminiaffective,
title={Affective Music Recommender System (MRS): Investigating the effectiveness and user satisfaction of different mood inducement strategies.},
author={Amini, Rafika and Willemsen, Martijn C and Graus, Mark P}
}
@article{grausitem,
title={How Item Discovery Enabled by Diversity Leads to Increased Recommendation List Attractiveness},
author={GRAUS, MARK and VALL, ANDREU and TKALCIC, MARKO},
journal={Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information},
pages={193}
}
@article{grausinfluence,
title={The Influence of Users’ Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists},
author={GRAUS, MARK and VALL, ANDREU and TKALCIC, MARKO},
journal={Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information},
pages={205}
}