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 2022-08-01 to 2026-08-01.)

Article	Citations
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems	109
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents	75
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	66
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making	62
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	60
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	58
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	46
Predicting Group Choices from Group Profiles	44
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	42
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	40
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals	38
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	32
User Perceptions of Personalized and Generic Explanations in LLM-Driven Recommender Systems	29
Toward Integrating AI Chat and Search: A User-Centered Perspective across Age Groups	28
HAIFAI: Human-AI Interaction for Mental Face Reconstruction	27
Crowdsourcing Thumbnail Captions: Data Collection and Validation	27
Designing and Personalising Hybrid Health Explanations for Lay Users	26
XAIUI: User Belief-Driven Explainable AI for Context-Aware Adaptive Interfaces	26
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming	24
Design Principles for Human-Centred Explainable AI: A Scoping Review	22
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability	22
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents	21
ID.8: Co-Creating Visual Stories with Generative AI	21
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	21
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	20

Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	20
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	18
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	17
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	17
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series	16
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	16
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment	15
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	15
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes	14
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy	14
The Decoy Dilemma in Online Medical Information Evaluation: A Comparative Study of Credibility Assessments by LLM and Human Judges	13
Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism	13
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	11
Emotion Recognition from Peripheral Physiological Signals: A Systematic Review of Trends, Challenges and Opportunities	11
2023 TiiS Best Paper announcement	11
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces	11
Conversational Agents in Augmented Reality: A Systematic Review	9
The Role of Explainable AI in the Research Field of AI Ethics	9
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	9
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	9
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	8
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	8
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	8
From Metrics to Meaning: Time to Rethink Evaluation in Human–AI Collaborative Design	7
De-Decay: Defusing Computer Vision Model Degradation through Scalable and Actionable Human-Data Alignment	7
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	7
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization	7
Personalised AI Coaching Technology: A Systematic Mapping Review	7
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	6
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support	6
Practitioners and Bias in Machine Learning: A Study	6
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams	6
2024 TiiS Best Paper Announcement	6
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	6
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty	5
2022 TiiS Best Paper Announcement	5
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	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
Toward Addressing Ambiguous Interactions and Inferring User Intent with Dimension Reduction and Clustering Combinations in Visual Analytics	5
Looking for an even better fit? A Personalized Incremental Reinforcement Learning Multimodal Object Referencing Framework	5
An Exploration of Mental Models of AI in Human–AI Co-Creativity: A Framework and Insights	5
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	5