• 1738 Citations
20022020
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Research Output 2002 2020

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

Persuasive Communication
Individuality
2019
2 Downloads (Pure)
Open Access
File
Aftercare
Melanoma
Self-Examination
Neoplasms
Skin

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

Susceptibility
Persuasive Technology
Persuasion
Reciprocity
Person

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

Feedback
Experiments
3 Citations (Scopus)

A methodology for creating and validating psychological stories for conveying and measuring psychological traits

Smith, K. A., Dennis, M., Masthoff, J. & Tintarev, N., Jul 2019, In : User Modeling and User-Adapted Interaction. 29, 3, p. 573-618 46 p.

Research output: Contribution to journalArticle

Open Access
File
Recommender systems
Conveying
Intelligent systems
personality
methodology
1 Citation (Scopus)

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

Collaborative Learning
Literature Review
Quality Assessment
Review

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

Copying
Argumentation
Electronic mail
Data storage equipment
Evaluation

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

Scaffolds
Visualization
Model-based
Evaluate
Online Learning
2018
1 Citation (Scopus)

Adapting exercise selection to performance, effort and self-esteem

Okpo, J. A., Masthoff, J., Dennis, M. & Beacham, N., 31 Jul 2018, In : New Review of Hypermedia and Multimedia. 24, 3, p. 193-227 35 p.

Research output: Contribution to journalArticle

Intelligent systems
42 Downloads (Pure)

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
learning
experience
1 Citation (Scopus)

Analyzing groups’ problem-solving process to characterize collaboration within groups

Adetunji, A., Masthoff, J. & Beacham, N., 1 Jan 2018, In : CEUR Workshop Proceedings. 2153, p. 5-16 12 p.

Research output: Contribution to journalConference article

Open Access
Learning systems
3 Citations (Scopus)

ArguMessage: A system for automation of message generation using argumentation schemes

Thomas, R. J., Oren, N. & Masthoff, J., 1 Jan 2018, p. 27-31. 5 p.

Research output: Contribution to conferencePaper

Argumentation
Automation
2 Citations (Scopus)

A Window to the Outside World: Digital technology to stimulate imaginative mobility for rural housebound older adults

Dowds, G. L., Philip, L. J., Currie, M. & Masthoff, J., 2018, Geographies of Transport and Ageing. Curl, A. & Musselwhite, C. (eds.). 1 ed. Palgrave Macmillan, p. 101-130 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)
Open Access
Feedback
2 Citations (Scopus)

Caught by phishing emails? How can argumentation schemes be used to protect users?

Thomas, R. J., Collinson, M. & Masthoff, J., 1 Jan 2018, p. 9-12. 4 p.

Research output: Contribution to conferencePaper

Argumentation
Electronic mail
Electronic Mail
Attack
36 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
1 Citation (Scopus)

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

Collaborative filtering
Recommender systems
Factorization
Color
4 Citations (Scopus)

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

Medical problems

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

Demonstrations

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

Modeling
Economics
Recommendation System
User Studies
Recommender systems
37 Downloads (Pure)

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

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
Recommender systems
2017
7 Citations (Scopus)
3 Downloads (Pure)
Open Access
File
public transport
Railroad cars
large city
experience
flexibility
12 Citations (Scopus)

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

Persuasion
Interaction Effects
Personality
Scenarios
Range of data
1 Citation (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

Recommender systems
5 Citations (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

Intelligent systems
6 Citations (Scopus)
4 Downloads (Pure)

Designing emotional support messages tailored to stressors

Kindness, P., Masthoff, J. & Mellish, C., 1 Jan 2017, In : International Journal of Human Computer Studies. 97, p. 1-22 22 p.

Research output: Contribution to journalArticle

Open Access
File
Demonstrations
expert
experiment
methodology
Experiments
1 Citation (Scopus)

Kindness is contagious: Exploring engagement in a gamified persuasive intervention for wellbeing

Ciocarlan, A. & Masthoff, J., 2017, In : CEUR Workshop Proceedings. 2055, 7 p.

Research output: Contribution to journalArticle

Students
Health
Monitoring
3 Citations (Scopus)
6 Downloads (Pure)

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
Factorization
Recommender systems
5 Citations (Scopus)

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

Students
Conveying
Medical problems
Health
3 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

5 Citations (Scopus)

The Need for Affective Trust Applied to Trust and Reputation Models

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., 4 Nov 2017, In : ACM Computing Surveys. 50, 4, 48.

Research output: Contribution to journalArticle

Affective Computing
Trust Model
Paradigm
Decision making
Model
2016
4 Citations (Scopus)

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

Intelligent systems
Exercise
Intelligent Tutoring Systems
Predictors
19 Citations (Scopus)
5 Downloads (Pure)

Adapting Progress Feedback and Emotional Support to Learner Personality

Dennis, M., Masthoff, J. & Mellish, C., Sep 2016, In : International Journal of Artificial Intelligence in Education. 26, 3, p. 877-931 55 p.

Research output: Contribution to journalArticle

Open Access
File
personality
Feedback
performance
personality traits
Students
5 Citations (Scopus)
4 Downloads (Pure)
Open Access
File
Short-Term Memory
Individuality
Decision Making
Research
NSC 30705
3 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

Conveying
Intelligent systems
1 Citation (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

Recommender systems
Teaching
Internet
Problem-Based Learning

Increasing skin self-examination after melanoma: an intervention using text and tablet delivery

Johnston, M., Allan, J. L., Brant, B., Dennis, M. G., Hall, S. J., Masthoff, J. F. M., Walker, F. M. & Murchie, P., 2016.

Research output: Contribution to conferencePoster

Open Access
19 Citations (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

Skin
8 Citations (Scopus)

Persuasive Strategies for Encouraging Social Interaction for Older Adults

Vargheese, J. P., Sripada, G. S., Masthoff, J. & Oren, N., 3 Mar 2016, In : International Journal of Human-Computer Interaction. 32, 3, p. 190-214 25 p.

Research output: Contribution to journalArticle

persuasion
interaction
social isolation
evaluation
2015
2 Citations (Scopus)

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
Caregivers
Personality
3 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

Medical problems
Application programs

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

Students
1 Citation (Scopus)
71 Downloads (Pure)

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)
10 Downloads (Pure)

DiCER: A distributed consumer experience research method for use in public spaces

Gault, P., Masthoff, J. & Johnson, G., 1 Sep 2015, In : International Journal of Human Computer Studies. 81, p. 49-71 23 p.

Research output: Contribution to journalArticle

Open Access
File
public space
research method
experience
Group
transdisciplinary
68 Citations (Scopus)

Explaining Recommendations: Design and Evaluation

Tintarev, N. & Masthoff, J., 2015, Recommender Systems Handbook. Ricci, F., Rokach, L. & Shapira, B. (eds.). 2 ed. Boston, MA: Springer US, p. 353-382 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Recommender systems
2 Citations (Scopus)

How Can Skin Check Reminders be Personalised to Patient Conscientiousness?

Dennis, M. G., Smith, K. A., Masthoff, J. & Tintarev, N., 2015, UMAP 2015 Extended Proceedings. Cristea, A., Masthoff, J., Said, A. & Tintarev, N. (eds.). CEUR-WS, Vol. 1388. 12 p. (CEUR Workshop Proceedings; vol. 1388).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Open Access
Skin
Melanoma
Persuasive Communication
Personality
Health
11 Citations (Scopus)
8 Downloads (Pure)

Total skin self-examination at home for people treated for cutaneous melanoma: development and pilot of a digital intervention

Murchie, P., Allan, J. L., Brant, W., Dennis, M., Hall, S., Masthoff, J., Walter, F. M. & Johnston, M., 6 Aug 2015, In : BMJ Open. 5, 8, 13 p., e007993.

Research output: Contribution to journalArticle

Open Access
File
Self-Examination
Melanoma
Skin
Dermatology
Dermatologic Surgical Procedures
6 Citations (Scopus)

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