Concepedia

Explanation

Explanation is a form of scientific discourse that belongs to the category of epistemic practices in science education, distinguished by its function of clarifying phenomena through reasoned accounts based on scientific theories, evidence, and logical coherence within the frameworks of the Nature of Science, Philosophy of Science, and Scientific Literacy.

5K

Publications

446.8K

Citations

7.1K

Authors

1.7K

Institutions

Publications per year

2017–2026

1.5K

Variants

Scientific Explanations

Parents

Children

Publications

5K

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

, , +17

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

, , +10

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

, , +16

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

, , +17

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Marco Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 5.2K citations · Full text

, , +16

1–5 of 5K

Authors

7.1K

  1. TL
    Tania Lombrozo

    University of California, Berkeley, United States

    34 publications · 2.8K citations

    26

    h-index

  2. ML
    Marc Lange

    University of North Carolina at Chapel Hill, United States

    21 publications · 964 citations

    16

    h-index

  3. FC
    Frank C. Keil

    Yale University, United States

    16 publications · 2.4K citations

    14

    h-index

  4. AR
    Alexander Renkl

    University of Freiburg, Germany

    12 publications · 1.8K citations

    12

    h-index

  5. DF
    David F. Treagust

    Curtin University, Australia

    12 publications · 1.3K citations

    12

    h-index

1–5 of 7.1K

Institutions

1.7K

  1. University of Pittsburgh

    Pittsburgh, United States

    43 h-index

    102 publications

    13.9K citations

  2. University of California, Berkeley

    Berkeley, United States

    42 h-index

    123 publications

    8.1K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    36 h-index

    104 publications

    8.6K citations

  4. University of Michigan

    Ann Arbor, United States

    32 h-index

    70 publications

    9.7K citations

  5. Princeton University

    Princeton, United States

    29 h-index

    71 publications

    5.4K citations

  6. University of Oxford

    Oxford, United Kingdom

    29 h-index

    74 publications

    8.5K citations

  7. Stanford University

    Stanford, United States

    27 h-index

    51 publications

    5.2K citations

  8. University of Toronto

    Toronto, Canada

    27 h-index

    57 publications

    3.8K citations

1–8 of 1.7K

Venues

  1. Philosophy of Science

    213 publications · 17.7K citations

    59

    h-index

  2. arXiv (Cornell University)

    Repository · 198 publications · 18.6K citations

    53

    h-index

  3. International Journal of Science Education

    IJSE · 87 publications · 6.3K citations

    46

    h-index

  4. Journal of Research in Science Teaching

    JRST · 61 publications · 8.4K citations

    43

    h-index

  5. The British Journal for the Philosophy of Science

    97 publications · 6.6K citations

    43

    h-index

1–5