Judith Masthoff

Orcid: 0000-0001-8099-0515

Affiliations:
  • University of Aberdeen, UK


According to our database1, Judith Masthoff authored at least 138 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Towards automated feedback to a team member on their performance.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Supporting Group Decision-Making: Insights from a Focus Group Study.
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024

Challenges and Strategies in Personalised Planning Support for University Students with Autism.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Understanding Commuter Information Needs and Desires in Public Transport: A Comparative Analysis of Stated and Revealed Preferences.
Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2024

Adapting Emotional Support in Teams: Quality of Contribution, Emotional Stability and Conscientiousness.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023
Co-designing a social robot for child health care.
Int. J. Child Comput. Interact., December, 2023

Adapting Emotional Support in Teams: Emotional Stability and Productivity.
Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

Get Your Head Together: Designing an Adaptive Digital Intervention to Improve Students' Emotion Regulation.
Proceedings of the 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th, 2023

Kindness Makes You Happy and Happiness Makes You Healthy: Actual Persuasiveness and Personalisation of Persuasive Messages in a Behaviour Change Intervention for Wellbeing.
Proceedings of the Persuasive Technology - 18th International Conference, 2023

2022
Beyond Explaining Single Item Recommendations.
Proceedings of the Recommender Systems Handbook, 2022

Group Recommender Systems: Beyond Preference Aggregation.
Proceedings of the Recommender Systems Handbook, 2022

Tailor My Zwift: How to Design for Amateur Sports in the Virtual World.
Proc. ACM Hum. Comput. Interact., 2022

Exploratory study of a system to reduce information overload and tunnel vision in homicide investigations.
J. Univers. Comput. Sci., 2022

Bias Discovery in Machine Learning Models for Mental Health.
Inf., 2022

How Personality and Communication Patterns Affect Online ad-hoc Teams Under Pressure.
Frontiers Artif. Intell., 2022

Crowdsourcing Team Formation With Worker-Centered Modeling.
Frontiers Artif. Intell., 2022

The Impact of Digital Nudging Techniques on the Formation of Self-Assembled Crowd Project Teams.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Forming Teams of Learners Online in a User as Wizard Study with Openness, Conscientiousness, and cognitive Ability.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

GMAP 2022: Workshop on Group Modeling, Adaptation and Personalization.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

A Quantitative Field Study of a Persuasive Security Technology in the Wild.
Proceedings of the Social Informatics - 13th International Conference, 2022

Empathizing with virtual agents: the effect of personification and general empathic tendencies.
Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2022

Mirroring to Encourage Online Group Participation and Scaffold Collaboration.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

2021
Self-Organizing Teams in Online Work Settings.
CoRR, 2021

Qualitative Evaluation of an Adaptive Exercise Selection Algorithm.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

ACM UMAP 2021 Keynote Addresses.
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021

Users' Preferences of Profiling Attributes on Crowdsourcing Team Formation Systems.
Proceedings of the 16th International Workshop on Semantic and Social Media Adaptation & Personalization, 2021

Social Robots to Support Child and Family Care: A Dutch Use Case.
Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021

Quantitative Analysis to Further Validate WC-GCMS, a Computational Metric of Collaboration in Online Textual Discourse.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020
Adapting Learning Activity Selection to Emotional Stability and Competence.
Frontiers Artif. Intell., 2020

Evaluation of Adaptive Systems.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

Exploring Susceptibility Measures to Persuasion.
Proceedings of the Persuasive Technology. Designing for Future Change, 2020

2019
A methodology for creating and validating psychological stories for conveying and measuring psychological traits.
User Model. User Adapt. Interact., 2019

Package recommender systems: A systematic review.
Intell. Decis. Technol., 2019

Can I Influence You? Development of a Scale to Measure Perceived Persuasiveness and Two Studies Showing the Use of the Scale.
Frontiers Artif. Intell., 2019

Adapting Performance And Emotional Support Feedback To Cultural Differences.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Towards Utter Well-Being: Personalization for Guardian Angels.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Is ArguMessage Effective? A Critical Evaluation of the Persuasive Message Generation System.
Proceedings of the Persuasive Technology: Development of Persuasive and Behavior Change Support Systems, 2019

Personalization for Persuasive Arguments.
Proceedings of the 19th Workshop on Computational Models of Natural Argument co-located with the 14th International Conference on Persuasive Technology, 2019

Actual Persuasiveness: Impact of Personality, Age and Gender on Message Type Susceptibility.
Proceedings of the Persuasive Technology: Development of Persuasive and Behavior Change Support Systems, 2019

Adapting Online Group Formation to Learners' Conscientiousness, Agreeableness and Ability.
Proceedings of the first International Workshop on Supporting Lifelong Learning co-located with the 20th International Conference on Artificial Intelligence (AIED 2019), 2019

Group Formation for Collaborative Learning - A Systematic Literature Review.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

An Appraisal of a Collaboration-Metric Model based on Text Discourse.
Proceedings of the Approaches and Challenges in Team Tutoring Workshop held in conjunction with the 20th Artificial Intelligence in Education Conference (AIED 2019), 2019

Model-Based Characterization of Text Discourse Content to Evaluate Online Group Collaboration.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018
Adapting exercise selection to performance, effort and self-esteem.
New Rev. Hypermedia Multim., 2018

Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

How to Use Social Relationships in Group Recommenders: Empirical Evidence.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Group Recommender Systems.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Kindness is Contagious: Demonstration of a Persuasive Intervention for Wellbeing.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Kindness is Contagious: Study into Exploring Engagement and Adapting Persuasive Games for Wellbeing.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Understanding how to Explain Package Recommendations in the Clothes Domain.
Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2018

Modeling the Changing of the Individual Satisfaction in a Group Context: A Study on Two Sized Groups.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

Analyzing Groups' Problem-solving Process to Characterize Collaboration within Groups.
Proceedings of the Assessment and Intervention during Team Tutoring Workshop held in conjuction with the 19th Artificial Intelligence in Education Conference (AIED 2018), 2018

2017
Designing emotional support messages tailored to stressors.
Int. J. Hum. Comput. Stud., 2017

The Need for Affective Trust Applied to Trust and Reputation Models.
ACM Comput. Surv., 2017

Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for Learners.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Conceptualizing a Framework for Adaptive Exercise Selection with Personality as a Major Learner Characteristic.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Qualitative Study into Adapting Persuasive Games for Mental Wellbeing to Personality, Stressors and Attitudes.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

A Detailed Analysis of the Impact of Tie Strength and Conflicts on Social Influence.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

The Adaptation of an Individual's Satisfaction to Group Context: the Role of Ties Strength and Conflicts.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Should Learning Material's Selection be Adapted to Learning Style and Personality?
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Matrix Factorization for Package Recommendations.
Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios co-located with 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Adapting Healthy Eating Messages to Personality.
Proceedings of the Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors, 2017

Personalising Healthy Eating Messages to Age, Gender and Personality: Using Cialdini's Principles and Framing.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Kindness is Contagious: Exploring Engagement in a Gamified Persuasive Intervention for Wellbeing.
Proceedings of the Positive Gaming: Workshop on Gamification and Games for Wellbeing co-located with the ACM SIGCHI Annual Symposium on Computer-Human Interaction in Play (CHI PLAY 2017), 2017

2016
Persuasive Strategies for Encouraging Social Interaction for Older Adults.
Int. J. Hum. Comput. Interact., 2016

Adapting Progress Feedback and Emotional Support to Learner Personality.
Int. J. Artif. Intell. Educ., 2016

Personalizing Reminders to Personality for Melanoma Self-checking.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Exploring Requirements for an Adaptive Exercise Selection System.
Proceedings of the Late-breaking Results, 2016

Exploring the Impact of Extroversion on the Selection of Learning Materials.
Proceedings of the Late-breaking Results, 2016

Expressing Emotions as Emoticons for Online Intelligent Agents.
Proceedings of the HCI 2016, 2016

2015
Explaining Recommendations: Design and Evaluation.
Proceedings of the Recommender Systems Handbook, 2015

Group Recommender Systems: Aggregation, Satisfaction and Group Attributes.
Proceedings of the Recommender Systems Handbook, 2015

DiCER: A distributed consumer experience research method for use in public spaces.
Int. J. Hum. Comput. Stud., 2015

Benefits and Risks of Emphasis Adaptation in Study Workflows.
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

Adapting Emotional Support to Personality for Carers Experiencing Stress.
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

How Can Skin Check Reminders be Personalised to Patient Conscientiousness?
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

Tutorial on Personalization for Behaviour Change.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Designing a Tablet-based Intervention to Support Self-checking for Melanoma.
Proceedings of the 5th International Conference on Digital Health 2015, 2015

A virtual "window to the outside world": initial design and plans for evaluation.
Proceedings of the 2015 British HCI Conference, Lincoln, United Kingdom, July 13-17, 2015, 2015

AI and Ed: A Happy Open Marriage.
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

2014
Preface to the special issue on personalization and behavior change.
User Model. User Adapt. Interact., 2014

The development and evaluation of an emotional support algorithm for carers.
Intelligenza Artificiale, 2014

Providing Adaptive Health Updates Across the Personal Social Network.
Hum. Comput. Interact., 2014

Design challenges in motivating change for sustainable urban mobility.
Comput. Hum. Behav., 2014

Towards an Applied Gamification Model for Tracking, Managing, & Encouraging Sustainable Travel Behaviours.
EAI Endorsed Trans. Ambient Syst., 2014

Towards using Segmentation-based Techniques to Personalize Mobility Behavior Interventions.
EAI Endorsed Trans. Ambient Syst., 2014

Adaptive Visualization of Plans.
Proceedings of the Posters, 2014

2013
Adapting Recommendation Diversity to Openness to Experience: A Study of Human Behaviour.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Identifying and measuring stressors present in pre-hospital care.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Personalizing Triggers for Charity Actions.
Proceedings of the Persuasive Technology - 8th International Conference, 2013

Persuasive dialogue for older adults: promoting and encouraging social interaction.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Designing motivational features for sustainable urban mobility.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

SUPERHUB: integrating digital behaviour management into a novel sustainable urban mobility system.
Proceedings of the BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference, 2013

How Virtual Teammate Support Types Affect Stress.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Does Learner Conscientiousness Matter When Generating Emotional Support in Feedback?
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Towards Effective Emotional Support for Community First Responders Experiencing Stress.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Evaluating the effectiveness of explanations for recommender systems - Methodological issues and empirical studies on the impact of personalization.
User Model. User Adapt. Interact., 2012

Towards a model of personality, affective state, feedback and learner motivation.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Adapting Performance Feedback to a Learner's Conscientiousness.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012

The quest for validated personality trait stories.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

2011
Designing and Evaluating Explanations for Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2011

Group Recommender Systems: Combining Individual Models.
Proceedings of the Recommender Systems Handbook, 2011

Close Engagements with Artificial Companions: Key Social, Psychological, Ethical, and Design Issues Yorick Wilks (editor) (University of Oxford) Amsterdam: John Benjamins Publishing Company (Natural Language Processing series, edited by Ruslan Mitkov, volume 8), 2010, xxii+315 pp; hardbound, ISBN 978-90-272-4994-4, $149.00, €99.00; e-book, ISBN 978-90-272-8840-0, $149.00, €99.00.
Comput. Linguistics, 2011

User Models for Motivational Systems - The Affective and the Rational Routes to Persuasion.
Proceedings of the Advances in User Modeling, 2011

Structuring the Collaboration of Multiple Novice Design Ethnographers: Towards a New User Research Approach.
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Does Self-Efficacy Matter When Generating Feedback?
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

2010
Layered evaluation of interactive adaptive systems: framework and formative methods.
User Model. User Adapt. Interact., 2010

Modeling the socially intelligent communication of health information to a patient's personal social network.
IEEE Trans. Inf. Technol. Biomed., 2010

2009
Designing empathic computers: the effect of multimodal empathic feedback using animated agent.
Proceedings of the Persuasive Technology, Fourth International Conference, 2009

Facilitating benign deceit in mediated communication.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008
Designing Persuasive Dialogue Systems: Using Argumentation with Care.
Proceedings of the Persuasive Technology, Third International Conference, 2008

What Do You Want to Know? Investigating the Information Requirements of Patient Supporters.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

The Effectiveness of Personalized Movie Explanations: An Experiment Using Commercial Meta-data.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

2007
Automated Theorem Proving in Euler Diagram Systems.
J. Autom. Reason., 2007

Generating Referring Expressions: Making Referents Easy to Identify.
Comput. Linguistics, 2007

Effective explanations of recommendations: user-centered design.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

Modelling a Receiver's Position to Persuasive Arguments.
Proceedings of the Persuasive Technology, 2007

Is it Me or Is it what I say? Source Image and Persuasion.
Proceedings of the Persuasive Technology, 2007

A Survey of Explanations in Recommender Systems.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Persuasive Effects of Embodied Conversational Agent Teams.
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007

Fisheye Views of Java Source Code: An Updated LOD Algorithm.
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2007

2006
In pursuit of satisfaction and the prevention of embarrassment: affective state in group recommender systems.
User Model. User Adapt. Interact., 2006

Towards an Architecture for an Adaptive Persuasive System.
Proceedings of the Persuasive Technology, 2006

Overspecified Reference in Hierarchical Domains: Measuring the Benefits for Readers.
Proceedings of the INLG 2006, 2006

2005
Learner Centred Development of a Mobile and iTV Language Learning Support System.
J. Educ. Technol. Soc., 2005

An Experimental Study into the Default Reading of Constraint Diagrams.
Proceedings of the 2005 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2005), 2005

The Pursuit of Satisfaction: Affective State in Group Recommender Systems.
Proceedings of the User Modeling 2005, 2005

2004
Group Modeling: Selecting a Sequence of Television Items to Suit a Group of Viewers.
User Model. User Adapt. Interact., 2004

A Dual Device Scenario for Informal Language Learning: Interactive Television Meets the Mobile Phone.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

Towards a Theoretical Framework for Informal Language Learning Via Interactive Television.
Proceedings of the Cognition and Exploratory Learning in Digital Age (CELDA'04), 2004

Generating Readable Proofs: A Heuristic Approach to Theorem Proving With Spider Diagrams.
Proceedings of the Diagrammatic Representation and Inference, 2004

Group Modeling: Selecting a Sequence of Television Items to Suit a Group of Viewers.
Proceedings of the Personalized Digital Television: Targeting Programs to individual Viewers, 2004

2003
Modeling the Multiple People That Are Me.
Proceedings of the User Modeling 2003, 2003

2002
Design and evaluation of just-in-time help in a multi-modal user interface.
Proceedings of the 7th International Conference on Intelligent User Interfaces, 2002

Design and Evaluation of a Navigation Agent with a Mixed Locus of Control.
Proceedings of the Intelligent Tutoring Systems, 6th International Conference, 2002

Towards an Authoring Coach for Adaptive Web-Based Instruction.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

1995
A View on the Architecture and Design of Highly Autonomous and Situated Agents.
Proceedings of the First International Conference on Multiagent Systems, 1995

1994
APPEAL: A Multi-Agent Approach to Interactive Learning Environments.
Proceedings of the Distributed Software Agents and Applications, 1994


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