OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Interactive Intelligent Systems is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems	103
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents	89
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	72
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	69
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making	62
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	62
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	57
Predicting Group Choices from Group Profiles	53
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	52
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	52
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	41
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals	33
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	31
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	30
User Perceptions of Personalized and Generic Explanations in LLM-Driven Recommender Systems	30
Crowdsourcing Thumbnail Captions: Data Collection and Validation	30
HAIFAI: Human-AI Interaction for Mental Face Reconstruction	28
Toward Integrating AI Chat and Search: A User-Centered Perspective across Age Groups	27
XAIUI: User Belief-Driven Explainable AI for Context-Aware Adaptive Interfaces	26
Design Principles for Human-Centred Explainable AI: A Scoping Review	25
Designing and Personalising Hybrid Health Explanations for Lay Users	24
ID.8: Co-Creating Visual Stories with Generative AI	23
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability	23
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming	21
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents	19

Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	18
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	17
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	17
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	17
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	16
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	16
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	16
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	15
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment	15
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy	15
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	15
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships	14
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series	14
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes	12
Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism	12
Special Issue on Conversational Agents for Healthcare and Wellbeing	12
Emotion Recognition from Peripheral Physiological Signals: A Systematic Review of Trends, Challenges and Opportunities	11
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	11
2023 TiiS Best Paper announcement	11
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces	11
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	10
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	10
“I don’t know what you mean by `I am anxious'”: A New Method for Evaluating Conversational Agent Responses to Standardized Mental Health Inputs for Anxiety and Depression	9
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	8
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	8
From Metrics to Meaning: Time to Rethink Evaluation in Human–AI Collaborative Design	7
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	7
De-Decay: Defusing Computer Vision Model Degradation through Scalable and Actionable Human-Data Alignment	7
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	7
2024 TiiS Best Paper Announcement	7
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	7
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	7
The Role of Explainable AI in the Research Field of AI Ethics	7
Practitioners and Bias in Machine Learning: A Study	6
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles	6
An Exploration of Mental Models of AI in Human–AI Co-Creativity: A Framework and Insights	6
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	6
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization	6
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams	6
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	6
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support	5
The Impact of Intelligent Pedagogical Agents’ Interventions on Student Behavior and Performance in Open-Ended Game Design Environments	5
Data Has Entered the Chat: How Data Workers Conduct Exploratory Visual Analytic Conversations with GenAI Agents	5
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty	5
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	5
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness	5
2022 TiiS Best Paper Announcement	5
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	5