Concepedia

Interactive Explanations

Interactive Explanations is an academic construct within explainable artificial intelligence that refers to a system-generated, bidirectional explanation mechanism enabling learners or users to engage in dynamic dialogue, request clarification, or manipulate explanation parameters to improve comprehension, thereby distinguishing itself from static or one-way explanation approaches in tutoring systems and robotic agents.

69

Publications

3.5K

Citations

209

Authors

83

Institutions

Publications per year

2017–2026

41

Parents

Publications

69

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

Zijie J. Wang, Robert Turko, Omar Shaikh et al. · IEEE Transactions on Visualization and Computer Graphics · 2020 · 329 citations · Full text

, , +16

Explaining Decision-Making Algorithms through UI

Hao-Fei Cheng, Ruotong Wang, Zheng Zhang et al. · 2019 · 288 citations

, , +13

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

Thilo Spinner, Udo Schlegel, Hanna Schäfer et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 256 citations · Full text

, , +12

Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

Stephen MacNeil, Andrew Tran, Arto Hellas et al. · 2023 · 179 citations · Full text

, , +13

One Explanation Does Not Fit All

Kacper Sokol, Peter Flach · KI - Künstliche Intelligenz · 2020 · 162 citations · Full text

, , +13

1–5 of 69

Authors

209

  1. SF
    Steven Feiner

    Columbia University, United States

    3 publications · 202 citations

    3

    h-index

  2. KM
    Kathleen McKeown

    Columbia University, United States

    3 publications · 202 citations

    3

    h-index

  3. AR
    Antonio Rago

    Imperial College London, United Kingdom

    2 publications · 74 citations

    2

    h-index

  4. CB
    Christos Bechlivanidis

    University College London, United Kingdom

    2 publications · 74 citations

    2

    h-index

  5. FV
    Fabio Vitali

    University of Bologna, Italy

    2 publications · 35 citations

    2

    h-index

1–5 of 209

Institutions

83

  1. Columbia University

    New York, United States

    3 h-index

    6 publications

    404 citations

  2. University of Southern California

    Los Angeles, United States

    2 h-index

    3 publications

    127 citations

  3. Imperial College London

    London, United Kingdom

    2 h-index

    5 publications

    176 citations

  4. University of Chicago

    Chicago, United States

    2 h-index

    3 publications

    472 citations

  5. University College London

    London, United Kingdom

    2 h-index

    3 publications

    120 citations

  6. University of Illinois Chicago

    Chicago, United States

    2 h-index

    3 publications

    472 citations

  7. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    144 citations

  8. Warsaw University of Technology

    Warsaw, Poland

    2 h-index

    5 publications

    151 citations

1–8 of 83

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 112 citations

    5

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 4 publications · 718 citations

    4

    h-index

  3. Machine Learning

    2 publications · 100 citations

    2

    h-index

  4. PubMed

    Repository · 2 publications · 50 citations

    2

    h-index

  5. Proceedings of the ACM on Human-Computer Interaction

    PACMHCI · 2 publications · 122 citations

    2

    h-index

1–5