ACM Transactions on Interactive Intelligent Systems

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 2021-08-01 to 2025-08-01.)
ArticleCitations
Adaptive Cognitive Training with Reinforcement Learning353
Learning GUI Completions with User-defined Constraints67
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems57
Tribe or Not? Critical Inspection of Group Differences Using TribalGram52
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents46
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons43
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems38
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making35
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives31
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation31
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust31
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space22
Predicting Group Choices from Group Profiles21
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation20
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals18
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking18
HAIFAI: Human-AI Interaction for Mental Face Reconstruction17
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions17
Crowdsourcing Thumbnail Captions: Data Collection and Validation17
AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest16
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming15
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability15
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions15
ID.8: Co-Creating Visual Stories with Generative AI15
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents14
Ajna: A Wearable Shared Perception System for Extreme Sensemaking14
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset14
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability13
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation13
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool13
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces13
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning13
Developing Conversational Agents for Use in Criminal Investigations12
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment12
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships12
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology12
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy11
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes10
Special Issue on Conversational Agents for Healthcare and Wellbeing10
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring9
MI3: Machine-initiated Intelligent Interaction for Interactive Classification and Data Reconstruction9
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces9
2023 TiiS Best Paper announcement9
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models9
Editorial Introduction to TiiS Special Category Article: Practitioners’ Toolbox9
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System8
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling8
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents7
“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 Depression7
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces7
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems7
The Influence of Personality Traits on User Interaction with Recommendation Interfaces7
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded7
The Role of Explainable AI in the Research Field of AI Ethics7
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning6
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots6
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations6
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization6
Finding AI’s Faults with AAR/AI: An Empirical Study6
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles6
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search5
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability5
VADAF: Visualization for Abnormal Client Detection and Analysis in Federated Learning5
BONNIE: Building Online Narratives from Noteworthy Interaction Events5
2024 TiiS Best Paper announcement5
Practitioners and Bias in Machine Learning: A Study5
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams5
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