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 2020-04-01 to 2024-04-01.)

Article	Citations
Bridging the Gap Between Ethics and Practice	228
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems	172
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	26
Progressive Disclosure	23
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	21
Mental Models of Mere Mortals with Explanations of Reinforcement Learning	20
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making	20
Generating and Understanding Personalized Explanations in Hybrid Recommender Systems	20
Comparing and Combining Interaction Data and Eye-tracking Data for the Real-time Prediction of User Cognitive Abilities in Visualization Tasks	16
Predicting Users’ Movie Preference and Rating Behavior from Personality and Values	15
An Autonomous Cognitive Empathy Model Responsive to Users’ Facial Emotion Expressions	14
Designing an AI Health Coach and Studying Its Utility in Promoting Regular Aerobic Exercise	13
Visualization and Visual Analytics Approaches for Image and Video Datasets: A Survey	13
Automatic Detection of Usability Problem Encounters in Think-aloud Sessions	12
Humanized Recommender Systems: State-of-the-art and Research Issues	12
Understanding, Discovering, and Mitigating Habitual Smartphone Use in Young Adults	12
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness	11
Smell Pittsburgh	11
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	10
Discourse Behavior of Older Adults Interacting with a Dialogue Agent Competent in Multiple Topics	10
Projection Path Explorer: Exploring Visual Patterns in Projected Decision-making Paths	9
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems	9
Explainable Activity Recognition for Smart Home Systems	8
Photo Sleuth	8
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	8

`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	8
Promoting Energy-Efficient Behavior by Depicting Social Norms in a Recommender Interface	8
Toward Responsible AI: An Overview of Federated Learning for User-centered Privacy-preserving Computing	8
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	7
Developing Conversational Agents for Use in Criminal Investigations	7
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	7
After-Action Review for AI (AAR/AI)	7
Emerging ExG-based NUI Inputs in Extended Realities: A Bottom-up Survey	6
Initial Responses to False Positives in AI-Supported Continuous Interactions: A Colonoscopy Case Study	6
A Real-time Interactive Visualizer for Large Classroom	6
PRIME: A Personalized Recommender System for Information Visualization Methods via Extended Matrix Completion	6
Socially Aware Navigation: A Non-linear Multi-objective Optimization Approach	6
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	6
Experiences of a Speech-enabled Conversational Agent for the Self-report of Well-being among People Living with Affective Disorders: An In-the-Wild Study	6
A Multilingual Neural Coaching Model with Enhanced Long-term Dialogue Structure	6
Modeling Dyslexic Students’ Motivation for Enhanced Learning in E-learning Systems	6
Algorithmic and HCI Aspects for Explaining Recommendations of Artistic Images	6
Special Issue on Conversational Agents for Healthcare and Wellbeing	5
I Know What You Know: What Hand Movements Reveal about Domain Expertise	5
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	5
Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behavior Change	5
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	5
Synthesizing Game Levels for Collaborative Gameplay in a Shared Virtual Environment	5
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling	5
Detection and Recognition of Driver Distraction Using Multimodal Signals	5
FAtiMA Toolkit: Toward an Accessible Tool for the Development of Socio-emotional Agents	5
Personality Sensing	4
Finding AI’s Faults with AAR/AI: An Empirical Study	4
MI3: Machine-initiated Intelligent Interaction for Interactive Classification and Data Reconstruction	4
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	4
On the Detection of Structural Aesthetic Defects of Android Mobile User Interfaces with a Metrics-based Tool	4
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	4
VADAF: Visualization for Abnormal Client Detection and Analysis in Federated Learning	3
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	3
How Impactful Is Presentation in Email? The Effect of Avatars and Signatures	3
Being the Center of Attention	3
Co-design of Human-centered, Explainable AI for Clinical Decision Support	3
SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition	3
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	3
Adaptive Cognitive Training with Reinforcement Learning	3
PolicyFlow	3
Directive Explanations for Actionable Explainability in Machine Learning Applications	3
Photo Sequences of Varying Emotion: Optimization with a Valence-Arousal Annotated Dataset	3
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	3