Concepedia

Data Quality Bias

Data Quality Bias is a systematic error in data quality assessment or measurement that arises from non-representative data sampling, flawed data collection procedures, or inherent limitations in data sources, leading to distorted or misleading conclusions about the true quality of data within a given context.

26

Publications

1K

Citations

74

Authors

30

Institutions

Publications per year

2017–2026

9

Parents

Publications

26

Data collection and quality challenges for deep learning

Steven Euijong Whang, Jae-Gil Lee · Proceedings of the VLDB Endowment · 2020 · 145 citations

, , +10

Correlation does not imply geomorphic causation in data-driven landslide susceptibility modelling – Benefits of exploring landslide data collection effects

Stefan Steger, Volkmar Mair, Christian Kofler et al. · The Science of The Total Environment · 2021 · 141 citations · Full text

, , +17

Does the online collection of ego-centered network data reduce data quality? An experimental comparison

Uwe Matzat, Chris Snijders · Social Networks · 2009 · 67 citations · Full text

, , +16

The Effects of Data Quality on Machine Learning Algorithms.

Valerie Sessions, Marco Valtorta · ICIQ · 2006 · 64 citations

, , +14

Spatial and temporal variability and data bias in wastewater surveillance of SARS-CoV-2 in a sewer system

Laura Haak, Blaga Delić, Lin Li et al. · The Science of The Total Environment · 2021 · 63 citations · Full text

, , +17

1–5 of 26

Authors

74

  1. FL
    Fay Lomax Cook

    Northwestern University, United States

    2 publications · 54 citations

    2

    h-index

  2. TR
    Tom R. Tyler

    New York University, United States

    2 publications · 54 citations

    2

    h-index

  3. EG
    Edward G. Goetz

    University of Minnesota, United States

    2 publications · 54 citations

    2

    h-index

  4. NG
    Niloufar Gharoon Dastjerdi

    University of Nevada, Reno, United States

    1 publications · 63 citations

    1

    h-index

  5. BC
    Bart Capéau

    KU Leuven, Belgium

    1 publications · 11 citations

    1

    h-index

1–5 of 74

Institutions

30

  1. Technische Universität Berlin

    Berlin, Germany

    2 h-index

    3 publications

    59 citations

  2. Eurac Research

    Bolzano, Italy

    1 h-index

    5 publications

    705 citations

  3. AGH University of Krakow

    Krakow, Poland

    1 h-index

    1 publications

    15 citations

  4. Jagiellonian University

    Krakow, Poland

    1 h-index

    1 publications

    15 citations

  5. Kootenay Association for Science & Technology

    Rossland, Canada

    1 h-index

    2 publications

    290 citations

  6. Biomedical Research Institute

    Rockville, United States

    1 h-index

    5 publications

    135 citations

  7. New Jersey Institute of Technology

    Newark, United States

    1 h-index

    1 publications

    13 citations

  8. AT&T (United States)

    Bedminster, United States

    1 h-index

    2 publications

    26 citations

1–8 of 30

Venues

  1. Journal of Marketing Research

    2 publications · 54 citations

    2

    h-index

  2. The Science of The Total Environment

    2 publications · 204 citations

    2

    h-index

  3. Landscape and Urban Planning

    1 publications · 27 citations

    1

    h-index

  4. Experimental and Clinical Psychopharmacology

    1 publications · 27 citations

    1

    h-index

  5. Oxford University Research Archive (ORA) (University of Oxford)

    Repository · 1 publications · 11 citations

    1

    h-index

1–5