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 2021-09-01 to 2025-09-01.)

Article	Citations
Adaptive Cognitive Training with Reinforcement Learning	361
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems	70
Learning GUI Completions with User-defined Constraints	57
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	55
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	47
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making	46
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents	40
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	38
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	34
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	31
Predicting Group Choices from Group Profiles	31
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	24
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	21
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	20
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	19
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals	19
HAIFAI: Human-AI Interaction for Mental Face Reconstruction	18
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	18
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming	17
AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest	17
Crowdsourcing Thumbnail Captions: Data Collection and Validation	17
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability	16
ID.8: Co-Creating Visual Stories with Generative AI	16
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	15
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	15

Ajna: A Wearable Shared Perception System for Extreme Sensemaking	15
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents	15
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	14
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	14
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	13
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	13
Developing Conversational Agents for Use in Criminal Investigations	13
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	13
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment	13
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	12
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy	12
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships	11
MI3: Machine-initiated Intelligent Interaction for Interactive Classification and Data Reconstruction	10
Special Issue on Conversational Agents for Healthcare and Wellbeing	10
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes	10
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces	9
Editorial Introduction to TiiS Special Category Article: Practitioners’ Toolbox	9
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	9
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	9
2023 TiiS Best Paper announcement	9
“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	8
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	8
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	8
The Role of Explainable AI in the Research Field of AI Ethics	8
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	8
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	7
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	7
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	7
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	7
Finding AI’s Faults with AAR/AI: An Empirical Study	7
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	7
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	7
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	6
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization	6
VADAF: Visualization for Abnormal Client Detection and Analysis in Federated Learning	6
2024 TiiS Best Paper announcement	6
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles	6
BONNIE: Building Online Narratives from Noteworthy Interaction Events	5
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	5
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty	5
Practitioners and Bias in Machine Learning: A Study	5
Introduction to the Special Column for Human-Centered Artificial Intelligence	5
The Impact of Intelligent Pedagogical Agents’ Interventions on Student Behavior and Performance in Open-Ended Game Design Environments	5
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	5
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams	5
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness	5