Concepedia

Data Contextualization

Data Contextualization is the systematic process of embedding raw data within a relevant framework of metadata, domain knowledge, and situational parameters to enhance its interpretability, usability, and significance for a specific analytical or operational purpose.

85

Publications

3.3K

Citations

283

Authors

150

Institutions

Publications per year

2017–2026

37

Parents

Publications

85

Can We Re-Use Qualitative Data via Secondary Analysis? Notes on Some Terminological and Substantive Issues

Martyn Hammersley · Sociological Research Online · 2010 · 192 citations

, , +14

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

Mahima Pushkarna, Andrew Zaldivar, Oddur Kjartansson · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 183 citations · Full text

, , +16

Data collection in context

Cathie. Harrop · Social Science Information Studies · 1982 · 137 citations

, , +8

Data models, representation and adequacy-for-purpose

Alisa Bokulich, Wendy S. Parker · European Journal for Philosophy of Science · 2021 · 110 citations · Full text

, , +15

And what can context do for data?

Cristiana Bolchini, Carlo Curino, Giorgio Orsi et al. · Communications of the ACM · 2009 · 94 citations

, , +7

1–5 of 85

Authors

283

  1. SM
    Stuart Madnick

    Massachusetts Institute of Technology, United States

    3 publications · 90 citations

    3

    h-index

  2. CM
    Christian Mühl

    Johannes Gutenberg University Mainz, Germany

    2 publications · 79 citations

    2

    h-index

  3. OK
    Oddur Kjartansson

    Google (United States), United States

    2 publications · 199 citations

    2

    h-index

  4. FL
    Fabien Lotte

    Laboratoire Bordelais de Recherche en Informatique, France

    2 publications · 79 citations

    2

    h-index

  5. GO
    Giorgio Orsi

    University of Oxford, United Kingdom

    2 publications · 166 citations

    2

    h-index

1–5 of 283

Institutions

150

  1. Google (United States)

    Mountain View, United States

    3 h-index

    5 publications

    247 citations

  2. Laboratoire Bordelais de Recherche en Informatique

    Talence, France

    2 h-index

    6 publications

    237 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    3 publications

    73 citations

  4. Shandong University

    Jinan, China

    2 h-index

    4 publications

    92 citations

  5. Microsoft (United States)

    Redmond, United States

    2 h-index

    5 publications

    117 citations

  6. Politecnico di Milano

    Milan, Italy

    2 h-index

    12 publications

    983 citations

  7. National University of Singapore

    Singapore, Singapore

    2 h-index

    4 publications

    154 citations

  8. Yahoo (Spain)

    Madrid, Spain

    2 h-index

    3 publications

    34 citations

1–8 of 150

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

  2. Methodological Innovations Online

    2 publications · 94 citations

    2

    h-index

  3. Sociological Research Online

    2 publications · 212 citations

    2

    h-index

  4. BMC Bioinformatics

    1 publications · 13 citations

    1

    h-index

  5. Qualitative Research

    QR · 1 publications · 17 citations

    1

    h-index

1–5