2020
- M. P. Graus, B. Ferwerda, M. Tkalčič, and P. Germanakos, “Fourth humanize workshop on transparency and explainability in adaptive systems through user modeling grounded in psychological theory: summary,” in Proceedings of the 25th international conference on intelligent user interfaces companion, 2020, p. 19–20.
[Bibtex]@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} }
2019
- M. P. Graus, B. Ferwerda, M. Tkalčič, and P. Germanakos, “Third workshop on theory-informed user modeling for tailoring and personalizing interfaces (humanize) preface,” in Proceedings of the 24th international conference on intelligent user interfaces: companion, 2019, p. 127–128.
[Bibtex]@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} } - M. P. Graus, M. Tkalčič, B. Ferwerda, and P. Germanakos, “A summary of the third workshop on theory-informed user modeling for tailoring and personalizing interfaces,” in 2019 joint acm iui workshops, acmiui-ws 2019; los angeles, united states, 20 march 2019, 2019.
[Bibtex]@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} } - M. Graus and B. Ferwerda, “Theory-grounded user modeling for personalized hci,” Personalized human-computer interaction, 2019.
[Bibtex]@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} } - S. Lombardo and F. Mucciarelli, “Xv. italy.” Beck nomos hart, 2019.
[Bibtex]@incollection{lombardo2019xv, title={XV. ITALY}, author={Lombardo, S and Mucciarelli, FM}, year={2019}, publisher={Beck Nomos Hart} }
2018
- M. Graus, B. Ferwerda, M. Tkalcic, and P. Germanakos, “Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (humanize): workshop preface,” in 2018 joint acm iui workshops, acmiui-ws 2018, tokyo, japan, 11 march 2018, 2018.
[Bibtex]@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} } - M. Graus, “From behavior-centered to user-centered: incorporating psychological knowledge and user feedback in personalization,” , 2018.
[Bibtex]@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} } - B. Ferwerda and M. Graus, “Predicting musical sophistication from music listening behaviors: a preliminary study,” Arxiv preprint arxiv:1808.07314, 2018.
[Bibtex]@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} } - M. Graus, B. Ferwerda, M. Tkalcic, and P. Germanakos, Second workshop on theory-informed user modeling for tailoring and personalizing interfaces (humanize)Ceur-ws, 2018.
[Bibtex]@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} } - M. P. Graus, M. C. Willemsen, and C. C. Snijders, “Personalizing a parenting app: parenting-style surveys beat behavioral reading-based models,” in 2018 joint acm iui workshops, acmiui-ws 2018: workshop 4: theory-informed user modeling for tailoring and personalizing interfaces-humanize, 2018.
[Bibtex]@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} } - A. Scuttari, “Il turismo in movimento: prospettive su mobilità, trasporti e sviluppo sostenibile delle destinazioni.,” , 2018.
[Bibtex]@article{scuttari2018turismo, title={Il turismo in movimento: prospettive su mobilit{\`a}, trasporti e sviluppo sostenibile delle destinazioni.}, author={Scuttari, A}, year={2018} }
2017
- B. Ferwerda, M. P. Graus, A. Vall, M. Tkalcic, and M. Schedl, “How item discovery enabled by diversity leads to increased recommendation list attractiveness,” in Proceedings of the symposium on applied computing, 2017, p. 1693–1696.
[Bibtex]@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} } - M. Graus, B. Ferwerda, M. Schedl, M. Tkalcic, M. Willemsen, and P. Germanakos, “Iui’17 companion-workshop summary for humanize’17,” in Proceedings of the 22nd international conference on intelligent user interfaces companion, 2017, p. 13–15.
[Bibtex]@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} } - M. Graus, B. Ferwerda, M. Schedl, M. Tkalcic, M. Willemsen, and P. Germanakos, “Humanize 2017 chairs’ welcome,” in 1st workshop on theory-informed user modeling for tailoring and personalizing interfaces (humanize 2017), 2017, p. 13–15.
[Bibtex]@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} }
2016
- B. Ferwerda, M. P. Graus, A. Vall, M. Tkalcic, and M. Schedl, “The influence of users’ personality traits on satisfaction and attractiveness of diversified recommendation lists.” Ceur-ws, 2016.
[Bibtex]@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} } - M. C. Willemsen, M. P. Graus, and B. P. Knijnenburg, “Understanding the role of latent feature diversification on choice difficulty and satisfaction,” User modeling and user-adapted interaction, vol. 26, iss. 4, p. 347–389, 2016.
[Bibtex]@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} } - M. P. Graus and M. C. Willemsen, “Can trailers help to alleviate popularity bias in choice-based preference elicitation?,” in Intrs@ recsys, 2016, p. 22–27.
[Bibtex]@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} }
2015
- M. P. Graus, M. C. Willemsen, and K. Swelsen, “Understanding real-life website adaptations by investigating the relations between user behavior and user experience,” in International conference on user modeling, adaptation, and personalization, 2015, p. 350–356.
[Bibtex]@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} } - M. P. Graus and M. C. Willemsen, “Improving the user experience during cold start through choice-based preference elicitation,” in Proceedings of the 9th acm conference on recommender systems, 2015, p. 273–276.
[Bibtex]@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} }
2012
- D. Bollen, M. Graus, and M. C. Willemsen, “Remembering the stars? effect of time on preference retrieval from memory,” in Proceedings of the sixth acm conference on recommender systems, 2012, p. 217–220.
[Bibtex]@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} }
2011
- M. C. Willemsen, B. P. Knijnenburg, M. P. Graus, L. C. Velter-Bremmers, and K. Fu, “Using latent features diversification to reduce choice difficulty in recommendation lists,” Recsys, vol. 11, iss. 2011, p. 14–20, 2011.
[Bibtex]@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} } - M. P. Graus, “Understanding the latent features of matrix factorization algorithms in movie recommender systems,” PhD Thesis, 2011.
[Bibtex]@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} }
2010
- D. Bollen, B. P. Knijnenburg, M. C. Willemsen, and M. Graus, “Understanding choice overload in recommender systems,” in Proceedings of the fourth acm conference on recommender systems, 2010, p. 63–70.
[Bibtex]@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} }
- M. Graus, “Improving recommendations by increasing recommendation set quality variety.”
[Bibtex]@article{grausimproving, title={Improving Recommendations by Increasing Recommendation Set Quality Variety}, author={Graus, Mark} } - M. Graus, “Understanding the latent features in recommender systems.”
[Bibtex]@article{grausunderstanding, title={Understanding the Latent Features in Recommender Systems}, author={Graus, Mark} } - A. Haans, W. A. IJsselsteijn, M. P. Graus, and J. A. Salminen, “The virtual midas touch: helping behavior after a mediated social touch,” in Chi ’08 extended abstracts on human factors in computing systems, , p. 3507–3512.
[Bibtex]@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} } - R. Amini, M. C. Willemsen, and M. P. Graus, “Affective music recommender system (mrs): investigating the effectiveness and user satisfaction of different mood inducement strategies..”
[Bibtex]@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} } - M. GRAUS, A. VALL, and M. TKALCIC, “How item discovery enabled by diversity leads to increased recommendation list attractiveness,” Improving the user experience of music recommender systems through personality and cultural information, p. 193.
[Bibtex]@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} } - M. GRAUS, A. VALL, and M. TKALCIC, “The influence of users’ personality traits on satisfaction and attractiveness of diversified recommendation lists,” Improving the user experience of music recommender systems through personality and cultural information, p. 205.
[Bibtex]@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} }