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 2020-11-01 to 2024-11-01.)

Article	Citations
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems	245
Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability	42
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking	35
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making	27
Generating and Understanding Personalized Explanations in Hybrid Recommender Systems	24
Visualization and Visual Analytics Approaches for Image and Video Datasets: A Survey	24
Toward Involving End-users in Interactive Human-in-the-loop AI Fairness	21
Co-design of Human-centered, Explainable AI for Clinical Decision Support	18
Humanized Recommender Systems: State-of-the-art and Research Issues	18
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability	16
Smell Pittsburgh	16
Understanding, Discovering, and Mitigating Habitual Smartphone Use in Young Adults	15
Explainable Activity Recognition for Smart Home Systems	15
Projection Path Explorer: Exploring Visual Patterns in Projected Decision-making Paths	14
Discourse Behavior of Older Adults Interacting with a Dialogue Agent Competent in Multiple Topics	13
Effects of Explanations in AI-Assisted Decision Making: Principles and Comparisons	13
Toward Responsible AI: An Overview of Federated Learning for User-centered Privacy-preserving Computing	13
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems	12
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	12
Promoting Energy-Efficient Behavior by Depicting Social Norms in a Recommender Interface	11
`Auto-Icon+` : An Automated End-to-End Code Generation Tool for Icon Designs in UI Development	11
FAtiMA Toolkit: Toward an Accessible Tool for the Development of Socio-emotional Agents	10
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation	10
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	10
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling	9

Developing Conversational Agents for Use in Criminal Investigations	9
Algorithmic and HCI Aspects for Explaining Recommendations of Artistic Images	9
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling	9
Socially Aware Navigation: A Non-linear Multi-objective Optimization Approach	8
Directive Explanations for Actionable Explainability in Machine Learning Applications	8
Emerging ExG-based NUI Inputs in Extended Realities: A Bottom-up Survey	7
Initial Responses to False Positives in AI-Supported Continuous Interactions: A Colonoscopy Case Study	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
Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty	7
After-Action Review for AI (AAR/AI)	7
Synthesizing Game Levels for Collaborative Gameplay in a Shared Virtual Environment	7
A Multilingual Neural Coaching Model with Enhanced Long-term Dialogue Structure	7
How Do Users Experience Traceability of AI Systems? Examining Subjective Information Processing Awareness in Automated Insulin Delivery (AID) Systems	7
The Role of Explainable AI in the Research Field of AI Ethics	7
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning	6
On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications	6
Finding AI’s Faults with AAR/AI: An Empirical Study	6
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives	6
A Real-time Interactive Visualizer for Large Classroom	6
Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity	6
Tribe or Not? Critical Inspection of Group Differences Using TribalGram	6
Adaptive Cognitive Training with Reinforcement Learning	6
PRIME: A Personalized Recommender System for Information Visualization Methods via Extended Matrix Completion	6
Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behavior Change	5
Adaptive Driving Assistant Model (ADAM) for Advising Drivers of Autonomous Vehicles	5
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative Visualizations	5
SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition	5
Detection and Recognition of Driver Distraction Using Multimodal Signals	5
PEACE: A Model of Key Social and Emotional Qualities of Conversational Chatbots	5
I Know What You Know: What Hand Movements Reveal about Domain Expertise	5
Learning GUI Completions with User-defined Constraints	5
Special Issue on Conversational Agents for Healthcare and Wellbeing	5
SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded	5
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents	5
On the Detection of Structural Aesthetic Defects of Android Mobile User Interfaces with a Metrics-based Tool	4
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search	4
MI3: Machine-initiated Intelligent Interaction for Interactive Classification and Data Reconstruction	4
Improving Office Workers’ Workspace Using a Self-adjusting Computer Screen	4
VADAF: Visualization for Abnormal Client Detection and Analysis in Federated Learning	4
RadarSense: Accurate Recognition of Mid-air Hand Gestures with Radar Sensing and Few Training Examples	4
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks	3
VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations	3
Photo Sequences of Varying Emotion: Optimization with a Valence-Arousal Annotated Dataset	3
I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams	3
How to Support Users in Understanding Intelligent Systems? An Analysis and Conceptual Framework of User Questions Considering User Mindsets, Involvement, and Knowledge Outcomes	3
The Influence of Personality Traits on User Interaction with Recommendation Interfaces	3
Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes	3
The Shoutcasters, the Game Enthusiasts, and the AI: Foraging for Explanations of Real-time Strategy Players	3
Affect-Aware Word Clouds	3