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 2021-05-01 to 2025-05-01.)

Article	Citations
Learning GUI Completions with User-defined Constraints	309
Adaptive Cognitive Training with Reinforcement Learning	61
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	49
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents	48
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust	41
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	40
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	40
Predicting Group Choices from Group Profiles	30
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space	28
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	27
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation	25
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	23
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions	21
Comparative Analysis of Personality Recognition in Response to Virtual Reality and Two-Dimensional Emotional Stimulus Using ECG Signals	19
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	18
Crowdsourcing Thumbnail Captions: Data Collection and Validation	16
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability	16
HAIFAI: H uman- AI Interaction for Mental F ace Reconstruct i on	16
AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest	16
ID.8: Co-Creating Visual Stories with Generative AI	15
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming	15
What are you looking forward to? Deliberate positivity as a promising strategy for conversational agents	14
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions	14
Ajna: A Wearable Shared Perception System for Extreme Sensemaking	13
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset	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	12
Developing Conversational Agents for Use in Criminal Investigations	12
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning	12
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology	11
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation	11
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment	11
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy	11
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool	11
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes	10
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships	10
MI3: Machine-initiated Intelligent Interaction for Interactive Classification and Data Reconstruction	9
Emerging ExG-based NUI Inputs in Extended Realities: A Bottom-up Survey	9
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces	9
Editorial Introduction to TiiS Special Category Article: Practitioners’ Toolbox	9
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System	9
Special Issue on Conversational Agents for Healthcare and Wellbeing	9
2023 TiiS Best Paper announcement	8
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models	8
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring	8
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces	7
The Role of Explainable AI in the Research Field of AI Ethics	7
Finding AI’s Faults with AAR/AI: An Empirical Study	7
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	7
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	7
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems	7
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	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
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	7
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles	6
Expressive Cognitive Architecture for a Curious Social Robot	6
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	6
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	6
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	6
VADAF: Visualization for Abnormal Client Detection and Analysis in Federated Learning	5
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems	5
BONNIE: Building Online Narratives from Noteworthy Interaction Events	5
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	5
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	5
Panda or not Panda? Understanding Adversarial Attacks with Interactive Visualization	5
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams	5
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support	4
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness	4
2022 TiiS Best Paper Announcement	4
Introduction to the Special Column for Human-Centered Artificial Intelligence	4
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty	4
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	4
The Impact of Intelligent Pedagogical Agents’ Interventions on Student Behavior and Performance in Open-Ended Game Design Environments	4
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	4