Concepedia

Data-driven Feedback Generation

Data-Driven Feedback Generation is a computational approach to automated feedback generation that derives feedback through systematic analysis of empirical data, distinguished from rule-based or expert-defined methods by its reliance on observed patterns and statistical regularities extracted from large-scale datasets.

50

Publications

2.3K

Citations

229

Authors

83

Institutions

Publications per year

2017–2026

27

Parents

Publications

50

In search for the most informative data for feedback generation: Learning analytics in a data-rich context

Dirk Tempelaar, Bart Rienties, Bas Giesbers · Computers in Human Behavior · 2014 · 430 citations

, , +15

Data feedback efforts in quality improvement: lessons learned from US hospitals

BMJ Quality & Safety · 2004 · 200 citations · Full text

, , +17

Design and Evaluation of a Data-Driven Password Meter

Blase Ur, Felicia Alfieri, Maung Aung et al. · 2017 · 122 citations

, , +17

Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation

Muhammad Afzaal, Jalal Nouri, Aayesha Zia et al. · Frontiers in Artificial Intelligence · 2021 · 106 citations · Full text

, , +17

Two-Year Costs and Quality in the Comprehensive Primary Care Initiative

Stacy Dale, Arkadipta Ghosh, Deborah Peikes et al. · New England Journal of Medicine · 2016 · 100 citations · Full text

, , +17

1–5 of 50

Authors

229

  1. TB
    Tiffany Barnes

    North Carolina State University, United States

    4 publications · 147 citations

    4

    h-index

  2. TP
    Thomas Price

    North Carolina State University, United States

    3 publications · 118 citations

    3

    h-index

  3. RS
    Rishabh Singh

    Microsoft (United States), United States

    3 publications · 125 citations

    3

    h-index

  4. TJ
    Thorsten Joachims

    Cornell University, United States

    2 publications · 28 citations

    2

    h-index

  5. TS
    Tobias Schnabel

    Cornell University, United States

    2 publications · 28 citations

    2

    h-index

1–5 of 229

Institutions

83

  1. North Carolina State University

    Raleigh, United States

    4 h-index

    13 publications

    475 citations

  2. Microsoft (United States)

    Redmond, United States

    4 h-index

    7 publications

    192 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    14 publications

    1.5K citations

  4. University of California, Davis

    Davis, United States

    3 h-index

    5 publications

    232 citations

  5. Hanyang University

    Seoul, South Korea

    2 h-index

    6 publications

    99 citations

  6. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    3 publications

    34 citations

  7. University of Illinois Chicago

    Chicago, United States

    2 h-index

    3 publications

    164 citations

  8. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    47 citations

1–8 of 83

Venues

  1. Educational Data Mining

    Conference · 2 publications · 84 citations

    2

    h-index

  2. Journal of Learning Analytics

    2 publications · 47 citations

    2

    h-index

  3. Computers in Human Behavior

    2 publications · 470 citations

    2

    h-index

  4. BMJ Open

    2 publications · 39 citations

    2

    h-index

  5. Prehospital Emergency Care

    1 publications · 20 citations

    1

    h-index

1–5