Concepedia

Rationale Generation

Rationale Generation is the computational process of producing human-interpretable justifications that explain the underlying reasons for a recommendation, distinguished from other recommendation components by its focus on transparency and post-hoc interpretability in user-facing explanations.

104

Publications

4.2K

Citations

321

Authors

132

Institutions

Publications per year

2017–2026

54

Parents

Publications

104

Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems

Ling Wang, Dani Yogatama, Chris Dyer et al. · 2017 · 304 citations · Full text

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Automated rationale generation

Upol Ehsan, Pradyumna Tambwekar, Larry Chan et al. · 2019 · 201 citations · Full text

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Rationale-Based Engineering of a Potent Long-Acting FGF21 Analog for the Treatment of Type 2 Diabetes

Randy Hecht, Yuesheng Li, Jeonghoon Sun et al. · PLoS ONE · 2012 · 166 citations · Full text

, , +16

Managing Evolutionary Method Engineering by Method Rationale

Matti Rossi, Balasubramaniam Ramesh, Kalle Lyytinen et al. · Journal of the Association for Information Systems · 2004 · 140 citations

, , +16

Modeling of software concerns in Cosmos

Stanley M. Sutton, Isabelle Rouvellou · 2002 · 121 citations

, , +14

1–5 of 104

Authors

321

  1. RA
    Rana Alkadhi

    Technical University of Munich, Germany

    4 publications · 157 citations

    4

    h-index

  2. BB
    Bernd Bruegge

    Technical University of Munich, Germany

    4 publications · 157 citations

    4

    h-index

  3. TW
    Tianfu Wu

    North Carolina State University, United States

    3 publications · 56 citations

    3

    h-index

  4. EG
    Emitzá Guzmán

    Technical University of Munich, Germany

    3 publications · 95 citations

    3

    h-index

  5. XS
    Xi Song

    Shenzhen University, China

    3 publications · 56 citations

    3

    h-index

1–5 of 321

Institutions

132

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    11 publications

    1.1K citations

  2. Technical University of Munich

    Munich, Germany

    3 h-index

    8 publications

    410 citations

  3. SRI International

    Menlo Park, United States

    3 h-index

    7 publications

    260 citations

  4. University of Zurich

    Zurich, Switzerland

    3 h-index

    3 publications

    145 citations

  5. University of Washington

    Seattle, United States

    3 h-index

    5 publications

    82 citations

  6. Miami University

    Oxford, United States

    3 h-index

    9 publications

    131 citations

  7. IBM (United States)

    Armonk, United States

    2 h-index

    3 publications

    258 citations

  8. University of Southern California

    Los Angeles, United States

    2 h-index

    6 publications

    86 citations

1–8 of 132

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 437 citations

    11

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 75 citations

    3

    h-index

  3. 2

    h-index

  4. 2

    h-index

  5. 1

    h-index

1–5