Concepedia

Human-centered Analytics

Human-Centered Analytics is an academic framework that integrates human cognition, behavior, and contextual needs as central elements in the design, interpretation, and evaluation of analytical processes and systems.

42

Publications

3.4K

Citations

139

Authors

83

Institutions

Publications per year

2017–2026

32

Parents

Publications

42

Toward human-centered AI

Wei Xu · interactions · 2019 · 433 citations

, , +7

Emerging trends in business analytics

Ron Kohavi, Neal Rothleder, Evangelos Simoudis · Communications of the ACM · 2002 · 324 citations

, , +15

Learning from practice: how HR analytics avoids being a management fad

Thomas Hedegaard Rasmussen, Dave Ulrich · Organizational Dynamics · 2015 · 318 citations · Full text

, , +9

The dark sides of people analytics: reviewing the perils for organisations and employees

Lisa Giermindl, Franz Strich, Oliver Christ et al. · European Journal of Information Systems · 2021 · 278 citations · Full text

, , +10

Human-Centred Learning Analytics

Simon Buckingham Shum, Rebecca Ferguson, Roberto Martínez‐Maldonado · Journal of Learning Analytics · 2019 · 247 citations · Full text

, , +7

1–5 of 42

Authors

139

  1. RM
    Roberto Martínez‐Maldonado

    Monash University, Australia

    5 publications · 497 citations

    5

    h-index

  2. SB
    Simon Buckingham Shum

    University of Technology Sydney, Australia

    4 publications · 336 citations

    4

    h-index

  3. DA
    Daniel A. Keim

    University of Konstanz, Germany

    2 publications · 188 citations

    2

    h-index

  4. YD
    Yannis Dimitriadis

    Universidad de Valladolid, Spain

    2 publications · 34 citations

    2

    h-index

  5. LY
    Lixiang Yan

    Monash University, Australia

    2 publications · 180 citations

    2

    h-index

1–5 of 139

Institutions

83

  1. University of Technology Sydney

    Sydney, Australia

    4 h-index

    6 publications

    629 citations

  2. Monash University

    Melbourne, Australia

    4 h-index

    15 publications

    1.3K citations

  3. Universidad de Valladolid

    Valladolid, Spain

    3 h-index

    6 publications

    164 citations

  4. Universitat Pompeu Fabra

    Barcelona, Spain

    2 h-index

    4 publications

    54 citations

  5. University of Konstanz

    Konstanz, Germany

    2 h-index

    8 publications

    464 citations

  6. University of Stuttgart

    Stuttgart, Germany

    2 h-index

    2 publications

    182 citations

  7. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    2 publications

    28 citations

  8. King's College London

    London, United Kingdom

    1 h-index

    3 publications

    102 citations

1–8 of 83

Venues

  1. ACM Transactions on Interactive Intelligent Systems

    TIIS · 2 publications · 166 citations

    2

    h-index

  2. interactions

    2 publications · 460 citations

    2

    h-index

  3. Communications of the ACM

    1 publications · 324 citations

    1

    h-index

  4. British Journal of Educational Technology

    BJET · 1 publications · 24 citations

    1

    h-index

  5. DOAJ (DOAJ: Directory of Open Access Journals)

    Repository · 1 publications · 17 citations

    1

    h-index

1–5