Concepedia

Prerequisite-aware Recommendation

Prerequisite-Aware Recommendation is a type of recommender system approach that explicitly incorporates prerequisite relationships among learning resources to ensure recommended items are both relevant and sequenced appropriately according to the learner's current knowledge level.

15

Publications

554

Citations

48

Authors

23

Institutions

Publications per year

2017–2026

10

Parents

Publications

15

Goal-based Course Recommendation

Weijie Jiang, Zachary A. Pardos, Qiang Wei · 2019 · 119 citations · Full text

, , +17

Personalized Course Sequence Recommendations

Jie Xu, Tianwei Xing, Mihaela van der Schaar · IEEE Transactions on Signal Processing · 2016 · 104 citations · Full text

, , +17

Inferring Concept Prerequisite Relations from Online Educational Resources

Sudeshna Roy, Meghana Madhyastha, Sheril Lawrence et al. · 2019 · 63 citations · Full text

, , +16

Evaluating, combining and generalizing recommendations with prerequisites

Aditya Parameswaran, Héctor García-Molina, Jeffrey D. Ullman · 2010 · 33 citations

, , +14

Semi-Supervised Techniques for Mining Learning Outcomes and Prerequisites

Igor Labutov, Yun Huang, Peter Brusilovsky et al. · 2017 · 32 citations · Full text

, , +17

1–5 of 15

Authors

48

  1. JX
    Jia Xu

    Guangxi University, China

    2 publications · 45 citations

    2

    h-index

  2. PL
    Pin Lv

    Guangxi University, China

    2 publications · 45 citations

    2

    h-index

  3. XW
    Xiaoxin Wang

    Xi'an Jiaotong University, China

    2 publications · 45 citations

    2

    h-index

  4. AP
    Aditya Parameswaran

    Stanford University, United States

    2 publications · 61 citations

    2

    h-index

  5. HG
    Héctor García-Molina

    Stanford University, United States

    2 publications · 61 citations

    2

    h-index

1–5 of 48

Institutions

23

  1. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    155 citations

  2. Guangxi University

    Nanning, China

    2 h-index

    8 publications

    180 citations

  3. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    63 citations

  4. Shanghai Polytechnic University

    Shanghai, China

    1 h-index

    3 publications

    69 citations

  5. University of California, Berkeley

    Berkeley, United States

    1 h-index

    2 publications

    238 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    1 publications

    32 citations

  7. Tsinghua University

    Beijing, China

    1 h-index

    1 publications

    119 citations

  8. JK Lakshmipat University

    Jaipur, India

    1 h-index

    1 publications

    10 citations

1–8 of 23

Venues

  1. 1

    h-index

  2. IEEE Transactions on Signal Processing

    1 publications · 104 citations

    1

    h-index

  3. Computational Social Networks

    1 publications · 23 citations

    1

    h-index

  4. Smart Learning Environments

    1 publications · 19 citations

    1

    h-index

  5. International Journal of Metadata Semantics and Ontologies

    IJMSO · 1 publications · 10 citations

    1

    h-index

1–5