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

Article	Citations
Adaptive Cognitive Training with Reinforcement Learning	86
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems	69
Learning GUI Completions with User-defined Constraints	65
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents	61
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making	51
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	49
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	46
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	41
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	39
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	33
Predicting Group Choices from Group Profiles	30
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	27
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	26
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	25
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals	24
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	23
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	23
Crowdsourcing Thumbnail Captions: Data Collection and Validation	22
HAIFAI: Human-AI Interaction for Mental Face Reconstruction	21
Toward Integrating AI Chat and Search: A User-Centered Perspective Across Age Groups	19
User Perceptions of Personalized and Generic Explanations in LLM-Driven Recommender Systems	19
Design Principles for Human-Centred Explainable AI: A Scoping Review	18
XAIUI: User Belief-Driven Explainable AI for Context-Aware Adaptive Interfaces	17
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming	16
Designing and Personalising Hybrid Health Explanations for Lay Users	16

ID.8: Co-Creating Visual Stories with Generative AI	16
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability	16
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents	15
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	14
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	14
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	13
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	13
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	13
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	12
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships	12
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	12
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment	12
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	12
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series	11
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	11
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy	11
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
Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism	10
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces	9
Emotion Recognition from Peripheral Physiological Signals: A Systematic Review of Trends, Challenges and Opportunities	9
2023 TiiS Best Paper announcement	9
Editorial Introduction to TiiS Special Category Article: Practitioners’ Toolbox	9
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	8
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	8
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	8
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	7
“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	7
The Role of Explainable AI in the Research Field of AI Ethics	7
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	6
Finding AI’s Faults with AAR/AI: An Empirical Study	6
From Metrics to Meaning: Time to Rethink Evaluation in Human–AI Collaborative Design	6
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	6
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	6
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	6
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles	5
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization	5
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
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	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
Practitioners and Bias in Machine Learning: A Study	5
2024 TiiS Best Paper Announcement	5
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	5
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	5