OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Interactive Intelligent Systems is 4. 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 2021-04-01 to 2025-04-01.)

Article	Citations
2023 TiiS Best Paper announcement	303
Visualization and Visual Analytics Approaches for Image and Video Datasets: A Survey	57
MALACHITE - Enabling Users to Teach GUI-Aware Natural Language Interfaces	43
2022 TiiS Best Paper Announcement	42
Adaptive Cognitive Training with Reinforcement Learning	35
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	35
Learning GUI Completions with User-defined Constraints	34
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	28
“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	26
Synthesizing Game Levels for Collaborative Gameplay in a Shared Virtual Environment	24
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	22
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	20
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition	18
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	17
AutoRL X: Automated Reinforcement Learning on the Web	15
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	15
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	14
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	14
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	14
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	13
What are you looking forward to? Deliberate positivity as a promising strategy for conversational agents	13
The Role of Explainable AI in the Research Field of AI Ethics	13
Developing an AI-based Explainable Expert Support System for Art Therapy	12
Toward Responsible AI: An Overview of Federated Learning for User-centered Privacy-preserving Computing	12
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	12

SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition	11
Meaningful Explanation Effect on User’s Trust in an AI Medical System: Designing Explanations for Non-Expert Users	11
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	11
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	10
A Spatial Constraint Model for Manipulating Static Visualizations	10
Understanding Trust and Reliance Development in AI Advice: Assessing Model Accuracy, Model Explanations, and Experiences from Previous Interactions	10
Discourse Behavior of Older Adults Interacting with a Dialogue Agent Competent in Multiple Topics	9
Photo Sequences of Varying Emotion: Optimization with a Valence-Arousal Annotated Dataset	9
The Author’s Journey - Understanding and improving the authoring process of theory-driven socially intelligent agents	9
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	9
Insights into Natural Language Database Query Errors: from Attention Misalignment to User Handling Strategies	9
Humanized Recommender Systems: State-of-the-art and Research Issues	8
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	8
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	8
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	7
After-Action Review for AI (AAR/AI)	7
FAtiMA Toolkit: Toward an Accessible Tool for the Development of Socio-emotional Agents	7
Finding AI’s Faults with AAR/AI: An Empirical Study	7
Taking into Account Opponent’s Arguments in Human-Agent Negotiations	7
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	7
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	7
Improving Office Workers’ Workspace Using a Self-adjusting Computer Screen	7
RadarSense: Accurate Recognition of Mid-air Hand Gestures with Radar Sensing and Few Training Examples	7
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	7
Expressive Cognitive Architecture for a Curious Social Robot	7
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	7
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	6
Toward Addressing Ambiguous Interactions and Inferring User Intent with Dimension Reduction and Clustering Combinations in Visual Analytics	6
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	6
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	6
Simulation-based Optimization of User Interfaces for Quality-assuring Machine Learning Model Predictions	6
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	6
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	5
Predicting Group Choices from Group Profiles	5
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	5
Developing Conversational Agents for Use in Criminal Investigations	5
Cooperative Multi-Objective Bayesian Design Optimization	5
Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity	4
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	4
Comparative Analysis of Personality Recognition in Response to Virtual Reality and Two-Dimensional Emotional Stimulus Using ECG Signals	4
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	4
Measuring User Experience Inclusivity in Human-AI Interaction via Five User Problem-Solving Styles	4
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	4
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	4
Explainable Activity Recognition for Smart Home Systems	4
Directive Explanations for Actionable Explainability in Machine Learning Applications	4
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	4