Concepedia

Data Quality Documentation

Data Quality Documentation is a formal academic artifact that systematically records the methods, criteria, and assessments employed in evaluating the quality of data, distinguishing it from other data management practices by its primary focus on the transparency, traceability, and reproducibility of data quality evaluation processes.

24

Publications

954

Citations

102

Authors

60

Institutions

Publications per year

2017–2026

10

Parents

Publications

24

Data quality requirements analysis and modeling

R.Y. Wang, H. Kon, Stuart Madnick · 2002 · 206 citations

, , +13

CVAP: Validation for Cluster Analyses

Kaijun Wang, Baijie Wang, Liuqing Peng · Data Science Journal · 2009 · 155 citations · Full text

, , +17

Studying Up Machine Learning Data

Milagros Miceli, Julian Posada, Tianling Yang · Proceedings of the ACM on Human-Computer Interaction · 2022 · 113 citations

, , +17

Statistics, Measures and Quality Standards for Assessing Digital Reference Library Services: Guidelines and Protocols

Library Review · 2004 · 52 citations

, , +13

Teaching Integrity in Empirical Research: A Protocol for Documenting Data Management and Analysis

Richard Ball, Norm Medeiros · The Journal of Economic Education · 2012 · 46 citations

, , +16

1–5 of 24

Authors

102

  1. MM
    Milagros Miceli

    Technische Universität Berlin, Germany

    2 publications · 139 citations

    2

    h-index

  2. PC
    Patricia C. Smith

    Bowling Green State University, United States

    2 publications · 37 citations

    2

    h-index

  3. TY
    Tianling Yang

    Technische Universität Berlin, Germany

    2 publications · 139 citations

    2

    h-index

  4. SM
    Stuart Madnick

    Massachusetts Institute of Technology, United States

    2 publications · 234 citations

    2

    h-index

  5. JP
    Julian Posada

    Yale University, United States

    2 publications · 139 citations

    2

    h-index

1–5 of 102

Institutions

60

  1. NOAA National Centers for Environmental Information

    Asheville, United States

    1 h-index

    2 publications

    38 citations

  2. Haverford College

    Haverford, United States

    1 h-index

    2 publications

    92 citations

  3. Curtin University

    Perth, Australia

    1 h-index

    1 publications

    19 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    3 publications

    618 citations

  5. Fujian Normal University

    Fuzhou, China

    1 h-index

    1 publications

    155 citations

  6. Science Systems and Applications (United States)

    Lanham, United States

    1 h-index

    1 publications

    19 citations

  7. Mohammed V University

    Rabat, Morocco

    1 h-index

    2 publications

    26 citations

  8. University of North Carolina at Asheville

    Asheville, United States

    1 h-index

    1 publications

    19 citations

1–8 of 60

Venues

  1. Data Science Journal

    2 publications · 174 citations

    2

    h-index

  2. Journal of Applied Psychology

    2 publications · 37 citations

    2

    h-index

  3. OpenGrey (Institut de l'Information Scientifique et Technique)

    Repository · 1 publications · 15 citations

    1

    h-index

  4. Library Review

    1 publications · 52 citations

    1

    h-index

  5. RePEc: Research Papers in Economics

    Repository · 1 publications · 28 citations

    1

    h-index

1–5