ACM Transactions on Interactive Intelligent Systems

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 2021-11-01 to 2025-11-01.)
ArticleCitations
Learning GUI Completions with User-defined Constraints76
Using Emotion Diversification Based on Movie Reviews to Improve the User Experience of Movie Recommender Systems64
Adaptive Cognitive Training with Reinforcement Learning62
The Author’s Journey—Understanding and Improving the Authoring Process of Theory-Driven Socially Intelligent Agents53
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making48
Tribe or Not? Critical Inspection of Group Differences Using TribalGram44
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems42
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons37
How Should an AI Trust its Human Teammates? Exploring Possible Cues of Artificial Trust36
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation29
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives27
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space26
Predicting Group Choices from Group Profiles21
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation21
Comparative Analysis of Personality Recognition in Response to Virtual Reality and 2D Emotional Stimulus Using ECG Signals20
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions19
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking19
HAIFAI: Human-AI Interaction for Mental Face Reconstruction18
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability18
Crowdsourcing Thumbnail Captions: Data Collection and Validation18
“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming17
ID.8: Co-Creating Visual Stories with Generative AI16
What Are You Looking Forward to? Deliberate Positivity as a Promising Strategy for Conversational Agents15
Design Principles for Human-Centred Explainable AI: A Scoping Review15
Feeds of Distrust: Investigating How AI-Powered News Chatbots Shape User Trust and Perceptions14
Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset14
Ajna: A Wearable Shared Perception System for Extreme Sensemaking13
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces13
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability13
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation12
ConverSearch: Supporting Experts in Human Behavior Analysis of Conversational Videos with a Multimodal Scene Search Tool12
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning12
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology11
Combining the Projective Consciousness Model and Virtual Humans for Immersive Psychological Research: A Proof-of-concept Simulating a ToM Assessment11
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy10
Relational Agents for the Homeless with Tuberculosis Experience: Providing Social Support Through Human–agent Relationships10
Editorial Introduction to TiiS Special Category Article: Practitioners’ Toolbox10
Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism10
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes10
Special Issue on Conversational Agents for Healthcare and Wellbeing10
2023 TiiS Best Paper announcement9
The Influence of Personality Traits on User Interaction with Recommendation Interfaces9
MALACHITE—Enabling Users to Teach GUI-Aware Natural Language Interfaces9
Emotion Recognition from Peripheral Physiological Signals: A Systematic Review of Trends, Challenges and Opportunities9
Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring9
Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces9
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models8
Evaluation of a Multi-agent “Human-in-the-loop” Game Design System8
The Role of Explainable AI in the Research Field of AI Ethics8
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning7
“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
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents7
A Personalized Interaction Mechanism Framework for Micro-moment Recommender Systems7
From Metrics to Meaning: Time to Rethink Evaluation in Human–AI Collaborative Design6
Finding AI’s Faults with AAR/AI: An Empirical Study6
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded6
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles5
2024 TiiS Best Paper Announcement5
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams5
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots5
Practitioners and Bias in Machine Learning: A Study5
Panda or Not Panda? Understanding Adversarial Attacks with Interactive Visualization5
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
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support4
Discourse Behavior of Older Adults Interacting with a Dialogue Agent Competent in Multiple Topics4
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness4
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty4
2022 TiiS Best Paper Announcement4
Auto-Icon+ : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development4
The Impact of Intelligent Pedagogical Agents’ Interventions on Student Behavior and Performance in Open-Ended Game Design Environments4
Data has Entered the Chat: How Data Workers Conduct Exploratory Visual Analytic Conversations with GenAI Agents4
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications4
An Exploration of Mental Models of AI in Human-AI Co-Creativity: A Framework and Insights4
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