Concepedia

Interactive Explanation Interfaces

Interactive Explanation Interfaces is a human-computer interaction framework in recommender systems that enables users to actively engage with, query, and refine explanation content to enhance transparency, trust, and understanding of recommendation outcomes.

27

Publications

1.3K

Citations

84

Authors

39

Institutions

Publications per year

2017–2026

19

Parents

Publications

27

Explaining Decision-Making Algorithms through UI

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

, , +13

PeerChooser

John O’Donovan, Barry Smyth, Brynjar Gretarsson et al. · 2008 · 144 citations

, , +14

DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models

Furui Cheng, Yao Ming, Huamin Qu · IEEE Transactions on Visualization and Computer Graphics · 2020 · 112 citations

, , +15

Are explanations always important?

Andrea Bunt, Matthew Lount, Catherine Lauzon · 2012 · 105 citations

, , +12

Exploring and Promoting Diagnostic Transparency and Explainability in Online Symptom Checkers

Chun-Hua Tsai, Yue You, Xinning Gui et al. · 2021 · 79 citations

, , +10

1–5 of 27

Authors

84

  1. YM
    Yao Ming

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 123 citations

    2

    h-index

  2. FS
    Francesco Sovrano

    University of Bologna, Italy

    2 publications · 35 citations

    2

    h-index

  3. FV
    Fabio Vitali

    University of Bologna, Italy

    2 publications · 35 citations

    2

    h-index

  4. FC
    Furui Cheng

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 123 citations

    2

    h-index

  5. AE
    Ali Erdem

    University of Southern California, United States

    2 publications · 49 citations

    2

    h-index

1–5 of 84

Institutions

39

  1. University of Bologna

    Bologna, Italy

    2 h-index

    4 publications

    70 citations

  2. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    6 publications

    369 citations

  3. Recep Tayyip Erdoğan University

    Rize, Türkiye

    1 h-index

    3 publications

    39 citations

  4. Macalester College

    Saint Paul, United States

    1 h-index

    1 publications

    288 citations

  5. The University of Melbourne

    Melbourne, Australia

    1 h-index

    4 publications

    168 citations

  6. Télécom Paris

    Palaiseau, France

    1 h-index

    3 publications

    66 citations

  7. Meta (United States)

    Menlo Park, United States

    1 h-index

    1 publications

    19 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    2 publications

    64 citations

1–8 of 39

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 195 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

  3. Array

    1 publications · 13 citations

    1

    h-index

  4. Automated Software Engineering

    1 publications · 33 citations

    1

    h-index

  5. IEEE Transactions on Affective Computing

    TAC · 1 publications · 21 citations

    1

    h-index

1–5