| # | Title | Journal | Year | Citations |
|---|
| 1 | The MovieLens Datasets | ACM Transactions on Interactive Intelligent Systems | 2016 | 1,868 |
| 2 | Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying | ACM Transactions on Interactive Intelligent Systems | 2012 | 252 |
| 3 | Bridging the Gap Between Ethics and Practice | ACM Transactions on Interactive Intelligent Systems | 2020 | 222 |
| 4 | Diversity, Serendipity, Novelty, and Coverage | ACM Transactions on Interactive Intelligent Systems | 2017 | 219 |
| 5 | Affect recognition based on physiological changes during the watching of music videos | ACM Transactions on Interactive Intelligent Systems | 2012 | 207 |
| 6 | A Review of User Interface Design for Interactive Machine Learning | ACM Transactions on Interactive Intelligent Systems | 2018 | 196 |
| 7 | AutoTutor and affective autotutor | ACM Transactions on Interactive Intelligent Systems | 2012 | 186 |
| 8 | A Review and Taxonomy of Interactive Optimization Methods in Operations Research | ACM Transactions on Interactive Intelligent Systems | 2015 | 180 |
| 9 | Empathy in Virtual Agents and Robots | ACM Transactions on Interactive Intelligent Systems | 2017 | 169 |
| 10 | A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems | ACM Transactions on Interactive Intelligent Systems | 2021 | 165 |
| 11 | Adaptive Persuasive Systems | ACM Transactions on Interactive Intelligent Systems | 2012 | 155 |
| 12 | Conversational gaze mechanisms for humanlike robots | ACM Transactions on Interactive Intelligent Systems | 2012 | 144 |
| 13 | Modeling User Preferences in Recommender Systems | ACM Transactions on Interactive Intelligent Systems | 2014 | 128 |
| 14 | Attentive documents | ACM Transactions on Interactive Intelligent Systems | 2012 | 105 |
| 15 | Interacting with Recommenders—Overview and Research Directions | ACM Transactions on Interactive Intelligent Systems | 2017 | 95 |
| 16 | Making Decisions about Privacy | ACM Transactions on Interactive Intelligent Systems | 2013 | 89 |
| 17 | Continuous body and hand gesture recognition for natural human-computer interaction | ACM Transactions on Interactive Intelligent Systems | 2012 | 84 |
| 18 | Using Machine Learning to Support Qualitative Coding in Social Science | ACM Transactions on Interactive Intelligent Systems | 2018 | 84 |
| 19 | Trusting Virtual Agents | ACM Transactions on Interactive Intelligent Systems | 2019 | 82 |
| 20 | Using Video to Automatically Detect Learner Affect in Computer-Enabled Classrooms | ACM Transactions on Interactive Intelligent Systems | 2016 | 78 |
| 21 | The Tag Genome | ACM Transactions on Interactive Intelligent Systems | 2012 | 76 |
| 22 | Influencing Individually | ACM Transactions on Interactive Intelligent Systems | 2012 | 76 |
| 23 | Investigating the Persuasion Potential of Recommender Systems from a Quality Perspective | ACM Transactions on Interactive Intelligent Systems | 2012 | 75 |
| 24 | Multimodal behavior and interaction as indicators of cognitive load | ACM Transactions on Interactive Intelligent Systems | 2012 | 74 |
| 25 | A Classification Model for Sensing Human Trust in Machines Using EEG and GSR | ACM Transactions on Interactive Intelligent Systems | 2018 | 72 |
| 26 | Toward an Understanding of Trust Repair in Human-Robot Interaction | ACM Transactions on Interactive Intelligent Systems | 2018 | 71 |
| 27 | Human Decision Making and Recommender Systems | ACM Transactions on Interactive Intelligent Systems | 2013 | 66 |
| 28 | Adaptive Body Gesture Representation for Automatic Emotion Recognition | ACM Transactions on Interactive Intelligent Systems | 2016 | 65 |
| 29 | Interactive Topic Modeling for Exploring Asynchronous Online Conversations | ACM Transactions on Interactive Intelligent Systems | 2016 | 64 |
| 30 | Gaze and turn-taking behavior in casual conversational interactions | ACM Transactions on Interactive Intelligent Systems | 2013 | 61 |
| 31 | Phrase detectives | ACM Transactions on Interactive Intelligent Systems | 2013 | 60 |
| 32 | Creating New Technologies for Companionable Agents to Support Isolated Older Adults | ACM Transactions on Interactive Intelligent Systems | 2018 | 56 |
| 33 | Recognizing sketched multistroke primitives | ACM Transactions on Interactive Intelligent Systems | 2011 | 53 |
| 34 | Emotional body language displayed by artificial agents | ACM Transactions on Interactive Intelligent Systems | 2012 | 53 |
| 35 | Detecting Users’ Cognitive Load by Galvanic Skin Response with Affective Interference | ACM Transactions on Interactive Intelligent Systems | 2017 | 53 |
| 36 | Why-oriented end-user debugging of naive Bayes text classification | ACM Transactions on Interactive Intelligent Systems | 2011 | 52 |
| 37 | Inferring Visualization Task Properties, User Performance, and User Cognitive Abilities from Eye Gaze Data | ACM Transactions on Interactive Intelligent Systems | 2014 | 51 |
| 38 | A Gaze-Contingent Adaptive Virtual Reality Driving Environment for Intervention in Individuals with Autism Spectrum Disorders | ACM Transactions on Interactive Intelligent Systems | 2016 | 51 |
| 39 | Say Anything | ACM Transactions on Interactive Intelligent Systems | 2012 | 50 |
| 40 | Adaptive Gesture Recognition with Variation Estimation for Interactive Systems | ACM Transactions on Interactive Intelligent Systems | 2015 | 50 |
| 41 | Taming Mona Lisa | ACM Transactions on Interactive Intelligent Systems | 2012 | 46 |
| 42 | A Wearable Assistant for Gait Training for Parkinson’s Disease with Freezing of Gait in Out-of-the-Lab Environments | ACM Transactions on Interactive Intelligent Systems | 2015 | 44 |
| 43 | Gaze and Attention Management for Embodied Conversational Agents | ACM Transactions on Interactive Intelligent Systems | 2015 | 42 |
| 44 | Inferring Capabilities of Intelligent Agents from Their External Traits | ACM Transactions on Interactive Intelligent Systems | 2016 | 42 |
| 45 | Updatable, Accurate, Diverse, and Scalable Recommendations for Interactive Applications | ACM Transactions on Interactive Intelligent Systems | 2017 | 42 |
| 46 | USMART | ACM Transactions on Interactive Intelligent Systems | 2015 | 41 |
| 47 | The SignCom system for data-driven animation of interactive virtual signers | ACM Transactions on Interactive Intelligent Systems | 2011 | 40 |
| 48 | Adaptive eye gaze patterns in interactions with human and artificial agents | ACM Transactions on Interactive Intelligent Systems | 2012 | 39 |
| 49 | Evaluation of Facial Expression Recognition by a Smart Eyewear for Facial Direction Changes, Repeatability, and Positional Drift | ACM Transactions on Interactive Intelligent Systems | 2017 | 38 |
| 50 | Creating personalized systems that people can scrutinize and control | ACM Transactions on Interactive Intelligent Systems | 2012 | 37 |
