Concepedia

Collaboration Pattern Mining

Collaboration Pattern Mining is a computational methodology within collaborative learning analytics that identifies and analyzes recurrent, structured interactions among learners in digital environments to infer meaningful collaboration behaviors and their relationship to learning outcomes.

18

Publications

814

Citations

61

Authors

37

Institutions

Publications per year

2017–2026

5

Parents

Publications

18

Clustering and Sequential Pattern Mining of Online Collaborative Learning Data

Dinuka Perera, Judy Kay, Irena Koprinska et al. · IEEE Transactions on Knowledge and Data Engineering · 2009 · 293 citations

, , +16

Analysing frequent sequential patterns of collaborative learning activity around an interactive tabletop

Roberto Martínez Maldonado, Kalina Yacef, Judy Kay et al. · Educational Data Mining · 2010 · 80 citations

, , +13

The inventive activities and collaboration pattern of university–industry–government in China based on patent analysis

Xiaoping Lei, Zhiyun Zhao, Xu Zhang et al. · Scientometrics · 2011 · 78 citations

, , +17

Collocated Collaboration Analytics: Principles and Dilemmas for Mining Multimodal Interaction Data

Roberto Martínez‐Maldonado, Judy Kay, Simon Buckingham Shum et al. · Human-Computer Interaction · 2017 · 67 citations · Full text

, , +16

Mining Collaborative Patterns in Tutorial Dialogues

Sidney K. D’Mello, Andrew M. Olney, Natalie K. Person · Zenodo (CERN European Organization for Nuclear Research) · 2010 · 66 citations · Full text

, , +16

1–5 of 18

Authors

61

  1. JK
    Judy Kay

    The University of Sydney, Australia

    4 publications · 450 citations

    4

    h-index

  2. KY
    Kalina Yacef

    The University of Sydney, Australia

    4 publications · 450 citations

    4

    h-index

  3. RM
    Roberto Martínez Maldonado

    The University of Sydney, Australia

    2 publications · 90 citations

    2

    h-index

  4. AA
    Ammar Al-Qaraghuli

    National University of Malaysia, Malaysia

    2 publications · 90 citations

    2

    h-index

  5. XW
    Xiao Wang

    Chinese Academy of Sciences, China

    1 publications · 21 citations

    2

    h-index

1–5 of 61

Institutions

37

  1. The University of Sydney

    Sydney, Australia

    4 h-index

    13 publications

    1.6K citations

  2. Newcastle University

    Newcastle upon Tyne, United Kingdom

    2 h-index

    3 publications

    170 citations

  3. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    42 citations

  4. University of Technology Sydney

    Sydney, Australia

    2 h-index

    5 publications

    197 citations

  5. National University of Malaysia

    Bangi, Malaysia

    2 h-index

    2 publications

    90 citations

  6. Florida Atlantic University

    Boca Raton, United States

    1 h-index

    1 publications

    21 citations

  7. UCLouvain

    Louvain-la-Neuve, Belgium

    1 h-index

    1 publications

    19 citations

  8. Shandong Institute of Automation

    Jinan, China

    1 h-index

    2 publications

    42 citations

1–8 of 37

Venues

  1. Educational Data Mining

    Conference · 2 publications · 90 citations

    2

    h-index

  2. IEEE Transactions on Intelligent Vehicles

    ITIVBL · 1 publications · 21 citations

    2

    h-index

  3. Research Explorer (The University of Manchester)

    Repository · 1 publications · 12 citations

    1

    h-index

  4. Journal of Network and Computer Applications

    JNCA · 1 publications · 19 citations

    1

    h-index

  5. E-LIS Repository (University of Naples Federico II)

    Repository · 1 publications · 15 citations

    1

    h-index

1–5