• 1763 Citations
20022020

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2020

Exploring susceptibility measures to persuasion

Vargheese, J. P., Collinson, M. & Masthoff, J., 4 Feb 2020, (Accepted/In press) Persuasive 2020: Proceedings of the 15th International Conference on Persuasive Technologies. Gram-Hansen, S., Svarre, T. & Midden, C. (eds.). Springer , (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Actual persuasiveness: Impact of personality, age and gender on message type susceptibility

Ciocarlan, A., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 283-294 12 p. (Lecture Notes in Computer Science; vol. 11433).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Downloads (Pure)

Adapting Performance And Emotional Support Feedback To Cultural Differences

Adamu Sidi-Ali, M., Masthoff, J., Dennis, M., Kopecky, J. & Beacham, N. A., 9 Jun 2019, UMAP '19 Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Papadopoulos, G. A., Samaras, G. & Weibelzahl, S. (eds.). New York, USA: Association for Computing Machinery (ACM), p. 318-326 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Group formation for collaborative learning: A systematic literature review

Odo, C., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of the 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 206-212 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Is ArguMessage Effective? A Critical Evaluation of the Persuasive Message Generation System

Thomas, R. J., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 87-99 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model-based characterization of text discourse content to evaluate online group collaboration

Adeniran, A., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 3-8 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Affective State for Learning Activities Selection

Odo, C. R., Masthoff, J. F. M., Beacham, N. A. & Alhathli, M. A. E., 30 May 2018, Proceedings of Intelligent Mentoring Systems Workshop Associated with the 19th International Conference on Artificial Intelligence in Education, AIED 2018. p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
43 Downloads (Pure)

Impact of a Learner’s Personality on the Selection of the Next Learning Activity

Alhathli, M. A. E., Masthoff, J. F. M. & Beacham, N. A., 2018, Proceedings of Intelligent Mentoring Systems Workshop Associated with the 19th International Conference on Artificial Intelligence in Education, AIED 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
37 Downloads (Pure)

Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation

Wibowo, A. T., Siddharthan, A., Masthoff, J. F. M. & Lin, C., 2018, Proceedings of the 26th ACM Conference on User Modelling, Adaptation and Personalization (UMAP). Singapore: ACM, p. 111-119 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Kindness is contagious: Demonstration of a persuasive intervention for wellbeing

Ciocarlan, A., Masthoff, J. & Oren, N., 2 Jul 2018, UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 219-220 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kindness is contagious: Study into exploring engagement and adapting persuasive games for wellbeing

Ciocarlan, A., Masthoff, J. & Oren, N., 3 Jul 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 311-319 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Modeling the Changing of the Individual Satisfaction in a Group Context: A Study on Two Sized Groups

Barile, F., Masthoff, J. & Rossi, S., 1 Jan 2018, AI*IA 2018 – Advances in Artificial Intelligence - 17th International Conference of the Italian Association for Artificial Intelligence, Proceedings. Springer Verlag, p. 489-501 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11298 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Effects of Learners' Verbal and Visual Cognitive Styles on Instruction Selection

Alhathli, M. A. E., Masthoff, J. F. M. & Beacham, N. A., 2018, Proceedings of Intelligent Mentoring Systems Workshop Associated with the 19th International Conference on Artificial Intelligence in Education, AIED 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
39 Downloads (Pure)

Understanding how to Explain Package Recommendations in the Clothes Domain

Wibowo, A. T., Siddharthan, A., Masthoff, J. F. M. & Lin, C., 2018, Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. Brusilovsky, P., de Gemmis, M., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C. (eds.). CEUR-WS, p. 74-78 5 p. (CEUR Workshop Proceedings; vol. 2225).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2017

Adapting Healthy Eating Messages to Personality

Thomas, R. J., Masthoff, J. & Oren, N., 9 Mar 2017, Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors: 12th International Conference, PERSUASIVE 2017, Amsterdam, The Netherlands, April 4–6, 2017, Proceedings. de Vries, P. W., Oinas-Kukkonen, H., Siemons, L., Beerlage-de Jong, N. & van Gemert-Pijnen, L. (eds.). Switzerland: Springer-Verlag, p. 119-132 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10171 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

A detailed analysis of the impact of tie strength and conflicts on social influence

Barile, F., Masthoff, J. & Rossi, S., 9 Jul 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 227-230 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Conceptualizing a framework for Adaptive Exercise Selection with Personality as a major Learner characteristic

Okpo, J., Masthoff, J., Dennis, M. & Beacham, N., 9 Jul 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 293-298 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Matrix Factorization for Package Recommendations

Wibowo, A. T., Siddharthan, A., Lin, C. & Masthoff, J., 18 Aug 2017, Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios (ComplexRec 2017). Bogers, T., Koolen, M., Mobasher, B., Said, A. & Tuzhilin, A. (eds.). CEUR-WS, Vol. 1892. p. 23-28 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
7 Downloads (Pure)

Personalising Healthy Eating Messages to Age, Gender and Personality: Using Cialdini's Principles and Framing

Josekutty Thomas, R., Masthoff, J. & Oren, N., 7 Mar 2017, IUI '17 Companion : Proceedings of the 22nd International Conference on Intelligent User Interfaces. Papadopoulos, G. A., Kuflik, T., Chen, F., Duarte, C. & Fu, W-T. (eds.). New York: Association for Computing Machinery, p. 81-84 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Qualitative study into adapting persuasive games for mental wellbeing to personality, stressors and attitudes

Ciocarlan, A., Masthoff, J. & Oren, N., 9 Jul 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Tkalcic, M., Thakker, D., Germanakos, P., Yacef, K., Paris, C. & Santos, O. (eds.). Association for Computing Machinery, Inc, p. 402-407 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Should learning material's Selection be adapted to learning style and personality?

Alhathli, M., Masthoff, J. & Siddharthan, A., 9 Jul 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Bratislava: Association for Computing Machinery, Inc, p. 275-280 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2016

Adapting exercise selection to learner self-esteem and performance

Okpo, J., Dennis, M., Smith, K., Masthoff, J. & Beacham, N., 2016, Intelligent Tutoring Systems: 13th International Conference, ITS 2016, Zagreb, Croatia, June 7-10, 2016. Proceedings. Micarelli, A., Stamper, J. & Panourgia, K. (eds.). Springer-Verlag, Vol. 9684. p. 517-518 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9684).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Exploring requirements for an adaptive exercise selection system

Okpo, J., Dennis, M., Masthoff, J., Smith, K. A. & Beacham, N., 2016, CEUR Workshop Proceedings: 24th ACM Conference on User Modeling, Adaptation and Personalisation, UMAP 2016. CEUR-WS, Vol. 1618.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Exploring the impact of extroversion on the selection of learning materials

Alhathli, M., Masthoff, J. & Siddharthan, A., 2016, CEUR Workshop Proceedings: 24th ACM Conference on User Modeling, Adaptation and Personalisation, UMAP 2016. CEUR-WS, Vol. 1618.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Personalizing reminders to personality for melanoma self-checking

Smith, K. A., Dennis, M. & Masthoff, J., 13 Jul 2016, UMAP 2016 - Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization. Association for Computing Machinery, Inc, p. 85-93 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Citations (Scopus)
2015

Adapting Emotional Support to Personality for Carers Experiencing Stress

Smith, K. A., Masthoff, J., Tintarev, N. & Moncur, W., Jun 2015, UMAP 2015 Extended Proceedings: Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015). CEUR-WS, 10 p. (CEUR Workshope Proceedings; vol. 1388).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2 Citations (Scopus)

A virtual "window to the Outside World": Initial design and plans for evaluation

Dowds, G. & Masthoff, J., 13 Jul 2015, British HCI 2015 - Proceedings of the 2015 British HCI Conference 2015. Association for Computing Machinery, p. 265-266 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Benefits and risks of emphasis adaptation in study workflows

Tintarev, N., Green, M. J., Masthoff, J. & Hermens, F., 2015, UMAP 2015 Extended Proceedings: Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015). Cristea, A., Masthoff, J., Said, A. & Tintarev, N. (eds.). CEUR-WS, 8 p. (CEUR Workshop Proceedings; vol. 1388).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Designing a Tablet-based Intervention to Support Self-checking for Melanoma

Dennis, M. G., Masthoff, J., Smith, K. A., Murchie, P. & Hall, S., May 2015, Proceedings of the 5th International Conference on Digital Health 2015. New York, USA: ACM Press, p. 79-86 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
72 Downloads (Pure)

Tutorial on Personalization for Behaviour Change

Masthoff, J. & Vassileva, J., 2015, Proceedings of the 20th international conference on Intelligent User Interfaces. New York: ACM Press, p. 439-442 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)
2014

Adaptive Visualization of Plans

Tintarev, N., Kutlak, R., Masthoff, J., van Deemter, K., Oren, N. & Vasconcelos, W. W., 2014, UMAP.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Adapting Recommendation Diversity to Openness to Experience: A Study of Human Behaviour

Tintarev, N., Dennis, M. G. & Masthoff, J., 2013, User Modeling, Adaptation, and Personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings. Carberry, S., Weibelzahl, S., Micarelli, A. & Semeraro, G. (eds.). Springer , p. 190-202 13 p. (Lecture Notes in Computer Science; vol. 7899).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
19 Citations (Scopus)
6 Downloads (Pure)

Designing Motivational Features for Sustainable Urban Mobility

Gabrielli, S., Maimone, R., Forbes, P., Masthoff, J., Wells, S., Primerano, L., Bo, G., Pompa, M. & Haverinen, L., 27 Apr 2013, CHI EA 2013 - Extended Abstracts on Human Factors in Computing Systems: Changing Perspectives. Association for Computing Machinery, Vol. 2013-April. p. 1461-1466 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Persuasive Dialogue for Older Adults: Promoting and Encouraging Social Interaction

Vargheese, J. P., Sripada, S., Masthoff, J., Oren, N., Schofield, P. & Hanson, V. L., 27 Apr 2013, CHI EA 2013 - Extended Abstracts on Human Factors in Computing Systems: Changing Perspectives. Association for Computing Machinery, Vol. 2013-April. p. 877-882 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

SAsSy – Scrutable Autonomous Systems

Tintarev, N., Kutlak, R., Oren, N., van Deemter, K., Green, M. J., Masthoff, J. & Vasconcelos, W. W., 2013, Proceedings of The Society for the Study of Artificial Intelligence and the Simulation of Behaviour (AISB) 2013. AISB

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
2 Citations (Scopus)
6 Downloads (Pure)

SUPERHUB: Integrating digital behaviour management into a novel sustainable urban mobility system

Wells, S., Forbes, P., Masthoff, J., Gabrielli, S. & Jyllha, A., 9 Sep 2013, BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference: The Internet of Things. Love, S., Hone, K. & McEwan, T. (eds.). British Computer Society, 2 p. 62

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Towards Effective Emotional Support for Community First Responders Experiencing Stress

Dennis, M., Kindness, P., Masthoff, J., Mellish, C. & Smith, K. A., 2013, 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction. IEEE Press, p. 763-768 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)
2012

Adapting performance feedback to a learner’s conscientiousness

Dennis, M. G., Masthoff, J. & Mellish, C. S., 2012, Proceedings of User Modeling, Adaptation, and Personalization. Springer-Verlag, p. 297-302 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

SUPERHUB: Integrating behaviour change theories into a sustainable urban-mobility platform

Forbes, P. J., Wells, S., Masthoff, J. & Nguyen, H., 2012, Proceedings of the Using Technology to Facilitate Behaviour Change and Support Healthy, Sustainable Living workshop associated with HCI 2012.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The quest for validated personality trait stories

Dennis, M. G., Masthoff, J. & Mellish, C. S., 2012, Proceedings of the 2012 ACM international conference on Intelligent User Interfaces. New York: ACM Press, p. 273-276 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Citations (Scopus)

Towards a model of Personality, Affective State, Feedback and Learner Motivation

Dennis, M. G., Masthoff, J. & Mellish, C. S., 2012, Workshop and Poster Proceedings of UMAP 2012. CEUR-WS, p. 17-22 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Towards identifying, measuring and affecting stressors in a pre-hospital care domain

Kindness, P. A., Mellish, C. S. & Masthoff, J., 2012, Proceedings of Digital Futures 2012: The Third Annual Digital Economy All Hands Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

User models for motivational systems: The affective and the rational routes to persuasion

Grasso, F., Ham, J. & Masthoff, J., 5 Mar 2012, Advances in User Modeling - UMAP 2011 Workshops, Revised Selected Papers. Berlin, Vol. Springer. p. 335-341 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7138 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2011

Does Self-Efficacy Matter When Generating Feedback?

Dennis, M. G., Masthoff, J., Pain, H. & Mellish, C. S., 2011, Artificial Intelligence in Education: 15th International Conference, AIED 2011, Auckland, New Zealand, June 28 – July 2011. Biswas, G., Bull, S., Kay, J. & Mitrovic, A. (eds.). Berlin Heidelberg: Springer-Verlag, p. 444-446 3 p. (Lecture Notes in Computing Science; vol. 6738).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

The STANDUP 2 Interactive Riddle Builder

Ritchie, G. & Masthoff, J., Apr 2011, Proceedings of the Second International Conference on Computational Creativity. Ventura, D., Gervas, P., Harrell, F., Maher, M. L., Pease, A. & Wiggins, G. (eds.). Universidad Aut ´onoma Metropolitana, Mexico City, p. 159 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
7 Downloads (Pure)
2010

Developing personalised digital behaviour interventions: a multi stage process

Nguyen, H. & Masthoff, J., 2010, Proceedings of the workshop on user models for motivational systems, with UMAP 2010. Hawaii, US, p. 43-52 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MARY: a personalised virtual health trainer

Nguyen, H. & Masthoff, J., 2010, Adjunct Proceedings of the 18th International Conference on User Modeling, Adaptation, and Personalization. Bohnert, F. & Quiroga, L. M. (eds.). Hawaii, US, p. 58-60 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009

Designing empathic computers: The effect of multimodal empathic feedback using animated agent

Nguyen, H. & Masthoff, J., 2009, Proceedings of the 4th International Conference on Persuasive Technology : April 26-29, 2009, Claremont, California . New York: ACM Press, 9 p. (ICPS: ACM International Conference Proceeding Series ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Evaluating recommender explanations: Problems experienced and lessons learned for the evaluation of adaptive systems

Tintarev, N. & Masthoff, J., Jun 2009, Proceedings of the Sixth Workshop on User-Centred Design and Evaluation of Adaptive Systems. Weibelzahl, S., Masthoff, J., Paramythis, A. & van Velsen, L. (eds.). CEUR-WS, p. 54-63 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Facilitating benign deceit in mediated communication

Moncur, W., Masthoff, J. & Reiter, E. B., Apr 2009, CHI09: Extended abstracts. New York, p. 3383-3388 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)