Concepedia

Data Quality Completeness

Data Quality Completeness is a data quality dimension that pertains to the extent to which all required data elements are present in a dataset, distinguishing itself from other dimensions by focusing specifically on the absence of missing values relative to a defined domain or business rule.

29

Publications

1.4K

Citations

105

Authors

44

Institutions

Publications per year

2017–2026

17

Parents

Publications

29

Utility-driven assessment of data quality

Adir Even, G. Shankaranarayanan · ACM SIGMIS Database the DATABASE for Advances in Information Systems · 2007 · 138 citations

, , +17

The Effects of Data Quality on Machine Learning Performance on Tabular Data

Lukas Budach, Moritz Feuerpfeil, Nina Ihde et al. · arXiv (Cornell University) · 2022 · 137 citations · Full text

, , +16

The effects of data quality on machine learning performance on tabular data

Sedir Mohammed, Lukas Budach, Moritz Feuerpfeil et al. · Information Systems · 2025 · 135 citations · Full text

, , +16

Assessing Data Quality for Information Products: Impact of Selection, Projection, and Cartesian Product

Amir Parssian, Sumit Sarkar, Varghese S. Jacob · Management Science · 2004 · 112 citations

, , +14

High acquisition rate and internal validity in the Scandinavian Obesity Surgery Registry

Magnus Sundbom, Ingmar Näslund, Erik Näslund et al. · Surgery for Obesity and Related Diseases · 2020 · 81 citations · Full text

, , +9

1–5 of 29

Authors

105

  1. IT
    Ikbal Taleb

    United Arab Emirates University, United Arab Emirates

    3 publications · 166 citations

    3

    h-index

  2. MA
    Mohamed Adel Serhani

    United Arab Emirates University, United Arab Emirates

    3 publications · 166 citations

    3

    h-index

  3. SJ
    Suraj Juddoo

    Middlesex University, Mauritius

    2 publications · 52 citations

    2

    h-index

  4. FN
    Felix Naumann

    Hasso Plattner Institute, Germany

    2 publications · 272 citations

    2

    h-index

  5. HH
    Hazar Harmouch

    University of Potsdam, Germany

    2 publications · 272 citations

    2

    h-index

1–5 of 105

Institutions

44

  1. Concordia University

    Montreal, Canada

    3 h-index

    7 publications

    412 citations

  2. United Arab Emirates University

    Al Ain, United Arab Emirates

    3 h-index

    4 publications

    204 citations

  3. Middlesex University

    London, United Kingdom

    2 h-index

    4 publications

    132 citations

  4. Middlesex University

    Flic en Flac, Mauritius

    2 h-index

    2 publications

    52 citations

  5. Karolinska Institutet

    Stockholm, Sweden

    2 h-index

    1 publications

    81 citations

  6. The University of Texas at Dallas

    Richardson, United States

    2 h-index

    5 publications

    383 citations

  7. Uppsala University

    Uppsala, Sweden

    2 h-index

    1 publications

    81 citations

  8. Institute of Engineering

    Pulchowk, Nepal

    1 h-index

    4 publications

    88 citations

1–8 of 44

Venues

  1. PLoS ONE

    2 publications · 68 citations

    2

    h-index

  2. Big Data and Cognitive Computing

    1 publications · 32 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 137 citations

    1

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 55 citations

    1

    h-index

  5. Applied System Innovation

    1 publications · 40 citations

    1

    h-index

1–5