OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Interactive Intelligent Systems is 3. 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 2021-02-01 to 2025-02-01.)

Article	Citations
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	262
2022 TiiS Best Paper Announcement	46
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	36
The Role of Explainable AI in the Research Field of AI Ethics	27
2023 TiiS Best Paper announcement	25
Synthesizing Game Levels for Collaborative Gameplay in a Shared Virtual Environment	24
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	21
Visualization and Visual Analytics Approaches for Image and Video Datasets: A Survey	18
“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	18
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition	18
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	16
AutoRL X: Automated Reinforcement Learning on the Web	15
A Real-time Interactive Visualizer for Large Classroom	15
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	14
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	13
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	13
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	13
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	12
Adaptive Cognitive Training with Reinforcement Learning	11
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	10
Learning GUI Completions with User-defined Constraints	10
Holistic Transfer to Rank for Top-N Recommendation	10
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	9
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	9
SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition	9

How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	9
Photo Sequences of Varying Emotion: Optimization with a Valence-Arousal Annotated Dataset	8
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	8
A Spatial Constraint Model for Manipulating Static Visualizations	8
Toward Responsible AI: An Overview of Federated Learning for User-centered Privacy-preserving Computing	7
RadarSense: Accurate Recognition of Mid-air Hand Gestures with Radar Sensing and Few Training Examples	7
Understanding Trust and Reliance Development in AI Advice: Assessing Model Accuracy, Model Explanations, and Experiences from Previous Interactions	7
Meaningful Explanation Effect on User’s Trust in an AI Medical System: Designing Explanations for Non-Expert Users	7
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	7
Insights into Natural Language Database Query Errors: from Attention Misalignment to User Handling Strategies	7
The Shoutcasters, the Game Enthusiasts, and the AI: Foraging for Explanations of Real-time Strategy Players	7
Developing an AI-based Explainable Expert Support System for Art Therapy	7
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	7
Humanized Recommender Systems: State-of-the-art and Research Issues	6
Discourse Behavior of Older Adults Interacting with a Dialogue Agent Competent in Multiple Topics	6
Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity	6
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	6
The Author’s Journey - Understanding and improving the authoring process of theory-driven socially intelligent agents	6
Simulation-based Optimization of User Interfaces for Quality-assuring Machine Learning Model Predictions	6
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	6
After-Action Review for AI (AAR/AI)	6
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	6
Expressive Cognitive Architecture for a Curious Social Robot	5
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	5
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	5
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	5
Measuring User Experience Inclusivity in Human-AI Interaction via Five User Problem-Solving Styles	5
Cooperative Multi-Objective Bayesian Design Optimization	5
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	5
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	5
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	5
I Know What You Know: What Hand Movements Reveal about Domain Expertise	5
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	4
Developing Conversational Agents for Use in Criminal Investigations	4
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	4
Toward Addressing Ambiguous Interactions and Inferring User Intent with Dimension Reduction and Clustering Combinations in Visual Analytics	4
Finding AI’s Faults with AAR/AI: An Empirical Study	4
Directive Explanations for Actionable Explainability in Machine Learning Applications	4
Predicting Group Choices from Group Profiles	3
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	3
How to Support Users in Understanding Intelligent Systems? An Analysis and Conceptual Framework of User Questions Considering User Mindsets, Involvement, and Knowledge Outcomes	3
FAtiMA Toolkit: Toward an Accessible Tool for the Development of Socio-emotional Agents	3
Explainable Activity Recognition for Smart Home Systems	3
Improving Office Workers’ Workspace Using a Self-adjusting Computer Screen	3
Taking into Account Opponent’s Arguments in Human-Agent Negotiations	3