Transactions on Interactive Intelligent Systems

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Top Publications

• Bridging the Gap Between Ethics and Practice: Guidelines for Reliable, Safe, and Trustworthy Human-centered AI Systems

  Ben Shneiderman

  (2020)
  357 Citations

• Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability

  (2022)
  52 Citations

• Mental Models of Mere Mortals with Explanations of Reinforcement Learning

  Andrew Anderson;Jonathan Dodge;Amrita Sadarangani;Zoe Juozapaitis

  (2020)
  50 Citations

• Progressive Disclosure: When, Why, and How Do Users Want Algorithmic Transparency Information?

  Aaron Springer;Steve Whittaker

  (2020)
  44 Citations

• Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making

  Yolanda Gil;Daniel Garijo;Deborah Khider;Craig A. Knoblock

  (2021)
  40 Citations

• Co-design of Human-centered, Explainable AI for Clinical Decision Support

  (2023)
  33 Citations

• Comparing and Combining Interaction Data and Eye-tracking Data for the Real-time Prediction of User Cognitive Abilities in Visualization Tasks

  Cristina Conati;Sébastien Lallé;Abed Rahman;Dereck Toker

  (2020)
  29 Citations

• Directive Explanations for Actionable Explainability in Machine Learning Applications

  (2021)
  27 Citations

• Generating and Understanding Personalized Explanations in Hybrid Recommender Systems

  Pigi Kouki;James Schaffer;Jay Pujara;John O’Donovan

  (2020)
  25 Citations

• Automatic Detection of Usability Problem Encounters in Think-aloud Sessions

  Mingming Fan;Yue Li;Khai N. Truong

  (2020)
  22 Citations