Concepedia

Prerequisite Graphs

Prerequisite Graphs is a directed acyclic graph structure that formally represents hierarchical dependencies among academic concepts or skills, wherein nodes denote individual knowledge units and directed edges indicate prerequisite relationships that must be mastered sequentially.

16

Publications

949

Citations

48

Authors

17

Institutions

Publications per year

2017–2026

5

Parents

Publications

16

Practical Attack Graph Generation for Network Defense

Kyle Ingols, Richard P. Lippmann, Keith Piwowarski · Annual Computer Security Applications Conference/Proceedings of the annual Computer Security Applications Conference · 2006 · 373 citations

, , +13

Using Prerequisites to Extract Concept Maps fromTextbooks

Shuting Wang, Alexander G. Ororbia, Zhaohui Wu et al. · 2016 · 92 citations

, , +17

Concept Graph Learning from Educational Data

Yiming Yang, Hanxiao Liu, Jaime Carbonell et al. · 2015 · 89 citations

, , +13

Learning Concept Graphs from Online Educational Data

Hanxiao Liu, Wanli Ma, Yiming Yang et al. · Journal of Artificial Intelligence Research · 2016 · 53 citations · Full text

, , +16

What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning

Irene Li, Alexander R. Fabbri, Robert R. Tung et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 52 citations · Full text

, , +17

1–5 of 16

Authors

48

  1. JC
    Jaime Carbonell

    Carnegie Mellon University, United States

    3 publications · 168 citations

    3

    h-index

  2. HL
    Hanxiao Liu

    Carnegie Mellon University, United States

    2 publications · 142 citations

    2

    h-index

  3. PR
    Preston R. Aldrich

    Purdue University West Lafayette, United States

    2 publications · 50 citations

    2

    h-index

  4. FG
    Fabio Gasparetti

    Roma Tre University, Italy

    2 publications · 32 citations

    2

    h-index

  5. WM
    Wanli Ma

    University of Canberra, Australia

    2 publications · 142 citations

    2

    h-index

1–5 of 48

Institutions

17

  1. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    12 publications

    672 citations

  2. Roma Tre University

    Rome, Italy

    2 h-index

    4 publications

    72 citations

  3. Pennsylvania State University

    State College, United States

    1 h-index

    7 publications

    644 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    3 publications

    1.1K citations

  5. MIT Lincoln Laboratory

    Lexington, United States

    1 h-index

    3 publications

    1.1K citations

  6. University of Genoa

    Genoa, Italy

    1 h-index

    4 publications

    96 citations

  7. Advanced Digital Sciences Center

    Singapore, Singapore

    1 h-index

    1 publications

    39 citations

  8. Beijing Normal University

    Beijing, China

    1 h-index

    4 publications

    156 citations

1–8 of 17

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 88 citations

    2

    h-index

  2. Educational Data Mining

    Conference · 2 publications · 57 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

    1

    h-index

  4. 1

    h-index

  5. Journal of Artificial Intelligence Research

    JAIR · 1 publications · 53 citations

    1

    h-index

1–5