Voor publicaties, zie google scholar profiel: https://scholar.google.com/citations?hl=en&user=6-pMnb0AAAAJ
Publicaties
2022
Wetenschappelijke publicaties
Bentvelzen, M., Savino, G. L., Niess, J., Masthoff, J., & Woźniak, P. W. (2022). Tailor My Zwift: How to Design for Amateur Sports in the Virtual World. Proceedings of the ACM on Human-Computer Interaction, 6(MHCI), [216]. https://doi.org/10.1145/3546751
Vinella, F. L., Koppelaar, S., & Masthoff, J. (2022). Forming Teams of Learners Online in a User as Wizard Study with Openness, Conscientiousness, and cognitive Ability. In Adjunct Proceedings of the 30th ACM Conference on User Modeling,Adaptation and Personalization (UMAP ’22 Adjunct), July 4–7, 2022, Barcelona, Spain. (pp. 283-292). (UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization). Association for Computing Machinery. https://doi.org/10.1145/3511047.3537660
Vinella, F. L., Delic, A., Barile, F., Lykourentzou, I., & Masthoff, J. (2022). GMAP 2022: Workshop on Group Modeling, Adaptation and Personalization. In UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization (pp. 280-282). Association for Computing Machinery. https://doi.org/10.1145/3511047.3536351
Vinella, F., Mosch, R., Lykourentzou, I., & Masthoff, J. (2022). The Impact of Digital Nudging Techniques on the Formation of Self-Assembled Crowd Project Teams. In UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization (pp. 265-275). Association for Computing Machinery. https://doi.org/10.1145/3503252.3531298
Vredenborg, M., Sutmuller, D., Hengst-Bruggeling, M. D., & Masthoff, J. (2022). Exploratory study of a system to reduce information overload and tunnel vision in homicide investigations. Journal of Universal Computer Science, 28(8), 827-853. https://doi.org/10.3897/jucs.85648
Vinella, F. L., Odo, C., Lykourentzou, I., & Masthoff, J. (2022). How Personality and Communication Patterns Affect Online ad-hoc Teams Under Pressure. Frontiers in Artificial Intelligence, 5, 1-28. [818491]. https://doi.org/10.3389/frai.2022.818491
Vinella, F. L., Hu, J., Lykourentzou, I., & Masthoff, J. (2022). Crowdsourcing Team Formation With Worker-Centered Modeling. Frontiers in Artificial Intelligence, 5, 1-22. [818562]. https://doi.org/10.3389/frai.2022.818562
Mosteiro Romero, P., Kuiper, J., Masthoff, J., Scheepers, F. E., & Spruit, M. (2022). Bias Discovery in Machine Learning Models for Mental Health. Information, 13(5), 1-15. [237]. https://doi.org/10.3390/info13050237
2021
Wetenschappelijke publicaties
Masthoff, J., Herder, E., Nissenbaum, H., Rijke, M. D., & Vassileva, J. (2021). ACM UMAP 2021 Keynote Addresses. In J. Masthoff, E. Herder, N. Tintarev, & M. Tkalčič (Eds.), UMAP '21: Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (pp. 1-2). Association for Computing Machinery (ACM). https://doi.org/10.1145/3450613.3465270
Lykourentzou, I., Vinella, F. L., Ahmed, F., Papastathis, C., Papangelis, K., Khan, V-J., & Masthoff, J. (2021). Self-Organizing Teams in Online Work Settings. (pp. 1-39). arXiv. https://arxiv.org/abs/2102.07421
Vinella, F. L., Lykourentzou, I., & Masthoff, J. (2021). Users' Preferences of Profiling Attributes on Crowdsourcing Team Formation Systems. In 2021 16th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP) (pp. 1-10). [9610773] IEEE. https://doi.org/10.1109/SMAP53521.2021.9610773
Neerincx, A., Rodenburg, D. L., de Graaf, M., & Masthoff, J. (2021). Social Robots to Support Child and Family Care: A Dutch Use Case. In HRI '21 Companion: Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction (pp. 367–371). [3447194] Association for Computing Machinery (ACM). https://doi.org/10.1145/3434074.3447194
2020
Wetenschappelijke publicaties
Vargheese, J. P., Collinson, M., & Masthoff, J. (2020). Exploring susceptibility measures to persuasion. In S. Gram-Hansen, T. Svarre, & C. Midden (Eds.), Persuasive Technology. Designing for Future Change: 15th International Conference on Persuasive Technology, PERSUASIVE 2020, Aalborg, Denmark, April 20–23, 2020, Proceedings (pp. 16-29). (Lecture Notes in Computer Science), (Information Systems and Applications, incl. Internet/Web, and HCI). Springer Cham. https://doi.org/10.1007/978-3-030-45712-9_2
Alhathli, M., Masthoff, J., & Beacham, N. (2020). Adapting learning activity selection to emotional stability and competence. Frontiers in Artificial Intelligence, 3, 11. https://doi.org/10.3389/frai.2020.00011
Hannewijk, B., Vinella, F. L., Khan, V-J., Lykourentzou, I., Papangelis, K., & Masthoff, J. (2020). Capturing the City’s Heritage On-the-Go: Design Requirements for Mobile Crowdsourced Cultural Heritage. Sustainability, 12(6), [2429]. https://doi.org/10.3390/su12062429
2019
Wetenschappelijke publicaties
van Schaik, S. N., Masthoff, J., & Wibowo, A. T. (2019). Package recommender systems: A systematic review. Intelligent Decision Technologies, 13, 435-452. https://doi.org/10.3233/IDT-190140
Adeniran, A., Masthoff, J. F. M., & Beacham, N. (2019). An appraisal of a collaboration-metric model based on text discourse.
https://dspace.library.uu.nl/bitstream/handle/1874/390748/paper8.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/390748/paper8.pdf?sequence=1
Delic, A., Masthoff, J., & Werthner, H. (2019). The Effects of Group Diversity in Group Decision-Making Process in the Travel and Tourism Domain. In Information and Communication Technologies in Tourism 2020 (pp. 117-129). Springer. https://doi.org/10.1007/978-3-030-36737-4_10
Masthoff, J. (2019). Towards Utter Well-Being: Personalization for Guardian Angels. Paper presented at 27th ACM International Conference on User Modeling, Adaptation, and Personalization. https://doi.org/10.1145/3320435.3323710
J Thomas, R., Masthoff, J., & Oren, N. (2019). Can I Influence You? Development of a Scale to Measure Perceived Persuasiveness and two Studies showing the Use of the Scale. Frontiers in Artificial Intelligence, 2, [24]. https://doi.org/10.3389/FRAI.2019.00024
Smith, K. A., Dennis, M., Masthoff, J., & Tintarev, N. (2019). A methodology for creating and validating psychological stories for conveying and measuring psychological traits. User Modeling and User-Adapted Interaction, 29(3), 573-618. https://doi.org/10.1007/s11257-019-09219-6
Masthoff, J. (2019). Personalization for persuasive arguments. Abstract from 19th Workshop on Computational Models of Natural Argument, CMNA 2019, Limassol, Cyprus. http://ceur-ws.org/Vol-2346/invitedpaper.pdf
Ciocarlan, A., Masthoff, J., & Oren, N. (2019). Actual persuasiveness: Impact of personality, age and gender on message type susceptibility. In K. T. Win, E. Karapanos, E. Kyza, H. Oinas-Kukkonen, & P. Karppinen (Eds.), Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings (pp. 283-294). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11433 LNCS). Springer. https://doi.org/10.1007/978-3-030-17287-9_23
J. Thomas, R., Masthoff, J., & Oren, N. (2019). Is ArguMessage effective? A critical evaluation of the persuasive message generation system. In H. Oinas-Kukkonen, P. Karppinen, K. T. Win, E. Karapanos, & E. Kyza (Eds.), Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings (pp. 87-99). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11433 LNCS). Springer. https://doi.org/10.1007/978-3-030-17287-9_8
Murchie, P., Masthoff, J., Walter, F. M., Rahman, K., Allan, J. L., Burrows, N., Proby, C., Lee, A. J., Johnston, M., Durrani, A., Depasquale, I., Brant, B., Neilson, A., Meredith, F., Treweek, S., Hall, S., & McDonald, A. (2019). Achieving Self-Directed Integrated Cancer Aftercare (ASICA) in melanoma: Protocol for a randomised patient-focused pilot trial of delivering the ASICA intervention as a means to earlier detection of recurrent and second primary melanoma. Trials, 20(1), [318]. https://doi.org/10.1186/s13063-019-3453-x
Sidi-Ali, M. A., Masthoff, J., Dennis, M., Kopecky, J., & Beacham, N. (2019). Adapting performance and emotional support feedback to cultural difference. In ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization (pp. 318-326). Association for Computing Machinery. https://doi.org/10.1145/3320435.3320444
Adeniran, A., Masthoff, J., & Beacham, N. (2019). Model-based characterization of text discourse content to evaluate online group collaboration. In S. Isotani, E. Millán, A. Ogan, B. McLaren, P. Hastings, & R. Luckin (Eds.), Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings (pp. 3-8). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11626 LNAI). Springer. https://doi.org/10.1007/978-3-030-23207-8_1
Odo, C., Masthoff, J., & Beacham, N. (2019). Group formation for collaborative learning: A systematic literature review. In S. Isotani, E. Millán, A. Ogan, B. McLaren, P. Hastings, & R. Luckin (Eds.), Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings (pp. 206-212). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11626 LNAI). Springer. https://doi.org/10.1007/978-3-030-23207-8_39
2018
Wetenschappelijke publicaties
Wibowo, A. T., Masthoff, J., Siddharthan, A., & Lin, C. (2018). Understanding how to explain package recommendations in the clothes domain. 74-78. Paper presented at 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, IntRS 2018, Vancouver, Canada.
Adetunji, A., Masthoff, J., & Beacham, N. (2018). Analyzing groups’ problem-solving process to characterize collaboration within groups. 5-16. Paper presented at 2018 Assessment and Intervention during Team Tutoring Workshop, TeamTutoring-AIED 2018, London, United Kingdom.
Ciocarlan, A., Masthoff, J., & Oren, N. (2018). Kindness is contagious: Study into exploring engagement and adapting persuasive games for wellbeing. In UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization (pp. 311-319). Association for Computing Machinery. https://doi.org/10.1145/3209219.3209233
Ciocarlan, A., Masthoff, J., & Oren, N. (2018). Kindness is contagious: Demonstration of a persuasive intervention for wellbeing. In UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization (pp. 219-220). Association for Computing Machinery. https://doi.org/10.1145/3213586.3225226
Delic, A., & Masthoff, J. (2018). Group recommender systems. In UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization (pp. 377-378). Association for Computing Machinery. https://doi.org/10.1145/3209219.3209272
Delic, A., Masthoff, J., Neidhardt, J., & Werthner, H. (2018). How to use social relationships in group recommenders: Empirical evidence. In UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization (pp. 121-129). Association for Computing Machinery. https://doi.org/10.1145/3209219.3209226
Thomas, R. J., Oren, N., & Masthoff, J. (2018). ArguMessage: A system for automation of message generation using argumentation schemes. 27-31. Paper presented at 2018 Convention of the Society for the Study of Artificial Intelligence and the Simulation of Behaviour, AISB 2018, Liverpool, United Kingdom.
Thomas, R. J., Collinson, M., & Masthoff, J. (2018). Caught by phishing emails? How can argumentation schemes be used to protect users?. 9-12. Paper presented at 2018 Convention of the Society for the Study of Artificial Intelligence and the Simulation of Behaviour, AISB 2018, Liverpool, United Kingdom.
Barile, F., Masthoff, J., & Rossi, S. (2018). Modeling the Changing of the Individual Satisfaction in a Group Context: A Study on Two Sized Groups. In C. Ghidini, P. Traverso, B. Magnini, & A. Passerini (Eds.), AI*IA 2018 – Advances in Artificial Intelligence - 17th International Conference of the Italian Association for Artificial Intelligence, Proceedings (pp. 489-501). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11298 LNAI). Springer. https://doi.org/10.1007/978-3-030-03840-3_36
Smith, K. A., & Masthoff, J. (2018). Can a virtual agent provide good emotional support? Exploring whether personality or identity effect the perceived supportiveness of a message. Paper presented at 32nd International BCS Human Computer Interaction Conference, HCI 2018, Belfast, United Kingdom. https://doi.org/10.14236/ewic/HCI2018.13
Wibowo, A. T., Siddharthan, A., Masthoff, J. F. M., & Lin, C. (2018). Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation. In Proceedings of the 26th ACM Conference on User Modelling, Adaptation and Personalization (UMAP)
Dowds, G. L., Philip, L. J., Currie, M., & Masthoff, J. (2018). A Window to the Outside World: Digital technology to stimulate imaginative mobility for rural housebound older adults. In Geographies of Transport and Ageing (pp. 101-130). Palgrave Macmillan. https://doi.org/10.1007/978-3-319-76360-6
Okpo, J. A., Masthoff, J., Dennis, M., & Beacham, N. (2018). Adapting exercise selection to performance, effort and self-esteem. New Review of Hypermedia and Multimedia, 1-32. https://doi.org/10.1080/13614568.2018.1477999
2017
Wetenschappelijke publicaties
Ciocarlan, A., & Masthoff, J. (2017). Kindness is contagious: Exploring engagement in a gamified persuasive intervention for wellbeing. In Positive gaming: Workshop on gamification and games for wellbeing (Vol. 2055). (CEUR Workshop Proceedings).
Woods, R., & Masthoff, J. (2017). A comparison of car driving, public transport and cycling experiences in three European cities. Transportation research. Part A, policy and practice, 103, 211-222. https://doi.org/10.1016/j.tra.2017.06.002
Kindness, P., Masthoff, J., & Mellish, C. (2017). Designing emotional support messages tailored to stressors. International Journal of Human Computer Studies, 97, 1-22. https://doi.org/10.1016/j.ijhcs.2016.07.010
Granatyr, J., Osman, N., Dias, J., Nunes, M. A. S. N., Masthoff, J., Enembreck, F., Lessing, O. R., Sierra, C., Paiva, A. M., & Scalabrin, E. E. (2017). The Need for Affective Trust Applied to Trust and Reputation Models. ACM Computing Surveys, 50(4). https://doi.org/10.1145/3078833
2016
Wetenschappelijke publicaties
Smith, K. A., Dennis, M., & Masthoff, J. (2016). Personalizing reminders to personality for melanoma self-checking. In UMAP 2016 - Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization (pp. 85-93). Association for Computing Machinery. https://doi.org/10.1145/2930238.2930254
Smith, K. A., Masthoff, J., & Tintarev, N. (2016). Expressing emotions as emoticons for online intelligent agents. Paper presented at 30th International BCS Human Computer Interaction Conference, HCI 2016, Poole, United Kingdom. https://doi.org/10.14236/ewic/HCI2016.44
Tintarev, N., & Masthoff, J. (2016). Effects of Individual Differences in Working Memory on Plan Presentational Choices. Frontiers in Psychology, 7. https://doi.org/10.3389/fpsyg.2016.01793
Vargheese, J. P., Sripada, G. S., Masthoff, J., & Oren, N. (2016). Persuasive Strategies for Encouraging Social Interaction for Older Adults. International Journal of Human Computer Interaction, 32(3), 190-214. https://doi.org/10.1080/10447318.2016.1136176
Dennis, M., Masthoff, J., & Mellish, C. (2016). Adapting Progress Feedback and Emotional Support to Learner Personality. International Journal of Artificial Intelligence in Education, 26(3), 877-931. https://doi.org/10.1007/s40593-015-0059-7
2015
Wetenschappelijke publicaties
Murchie, P., Allan, J. L., Brant, W., Dennis, M., Hall, S., Masthoff, J., Walter, F. M., & Johnston, M. (2015). Total skin self-examination at home for people treated for cutaneous melanoma. BMJ Open, 5(8). https://doi.org/10.1136/bmjopen-2015-007993
Gault, P., Masthoff, J., & Johnson, G. (2015). DiCER: A distributed consumer experience research method for use in public spaces. International Journal of Human Computer Studies, 81, 49-71. https://doi.org/10.1016/j.ijhcs.2015.03.001
2014
Wetenschappelijke publicaties
Moncur, W., Masthoff, J., Reiter, E., Freer, Y., & Nguyen, H. (2014). Providing adaptive health updates across the personal social network. Human-Computer Interaction, 29(3), 256-309. https://doi.org/10.1080/07370024.2013.819218
Smith, K. A., Masthoff, J., Tintarev, N., & Moncur, W. (2014). The development and evaluation of an emotional support algorithm for carers. Intelligenza Artificiale, 8(2), 181-196. https://doi.org/10.3233/IA-140072
2013
Wetenschappelijke publicaties
Masthoff, J., Van Deemter, K., & Langrial, S. (2013). Personalizing triggers for charity actions. In Persuasive Technology (Vol. 7822 LNCS, pp. 125-136). (Lecture Notes in Computer Science). Springer. https://doi.org/10.1007/978-3-642-37157-8_16
2012
Wetenschappelijke publicaties
Masthoff, J., Mobasher, B., Desmarais, M., & Nkambou, R. (Eds.) (2012). User Modeling, Adaptation, and Personalization: 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings. (Lecture Notes in Computer Science). Springer. https://doi.org/10.1007/978-3-642-31454-4
Tintarev, N., & Masthoff, J. (2012). Evaluating the effectiveness of explanations for recommender systems. User Modeling and User-Adapted Interaction, 22(4-5), 399-439. https://doi.org/10.1007/s11257-011-9117-5
2010
Wetenschappelijke publicaties
Moncur, W., Reiter, E. B., Masthoff, J., & Carmichael, A. (2010). Modeling the Socially Intelligent Communication of Health Information to a Patient's Personal Social Network. IEEE Transactions on Information Technology in Biomedicine, 14(2), 319-325. https://doi.org/10.1109/TITB.2009.2035361
Paramythis, A., Weibelzahl, S., & Masthoff, J. (2010). Layered evaluation of interactive adaptive systems. User Modeling and User-Adapted Interaction, 20(5), 383-453. https://doi.org/10.1007/s11257-010-9082-4
2007
Wetenschappelijke publicaties
Paraboni, I., Van Deemter, K., & Masthoff, J. (2007). Generating Referring Expressions. Computational Linguistics, 33(2), 229-254. https://doi.org/10.1162/coli.2007.33.2.229
2006
Wetenschappelijke publicaties
Masthoff, J., & Gatt, A. (2006). In pursuit of satisfaction and the prevention of embarrassment. User Modeling and User-Adapted Interaction, 16(3-4), 281-319. https://doi.org/10.1007/s11257-006-9008-3
2004
Wetenschappelijke publicaties
Masthoff, J. F. M. (2004). Group Modeling. User Modeling and User-Adapted Interaction, 14(1), 37-85. https://doi.org/10.1023/B:USER.0000010138.79319.fd