Concepedia

Automated Data Quality Rules

Automated Data Quality Rules is a formal method in data management that systematically enforces predefined data quality constraints through algorithmic validation and correction processes to ensure consistency, accuracy, and completeness of data without manual intervention.

9

Publications

528

Citations

26

Authors

20

Institutions

Publications per year

2017–2026

4

Parents

Publications

9

Holistic data cleaning: Putting violations into context

Xu Chu, Ihab F. Ilyas, Paolo Papotti · 2013 · 319 citations

, , +13

A theoretical framework to improve the quality of manually acquired data

Tom Haegemans, Monique Snoeck, Wilfried Lemahieu · Information & Management · 2018 · 44 citations · Full text

, , +11

Deducing certain fixes to graphs

Wenfei Fan, Ping Lü, Chao Tian et al. · Proceedings of the VLDB Endowment · 2019 · 40 citations

, , +15

Big Data Pre-Processing: Closing the Data Quality Enforcement Loop

Ikbal Taleb, Mohamed Adel Serhani · 2017 · 32 citations

, , +14

RuleMiner: Data quality rules discovery

Xu Chu, Ihab F. Ilyas, Paolo Papotti et al. · 2014 · 29 citations

, , +16

1–5 of 9

Authors

26

  1. PP
    Paolo Papotti

    EURECOM, France

    2 publications · 348 citations

    2

    h-index

  2. IF
    Ihab F. Ilyas

    University of Waterloo, Canada

    2 publications · 348 citations

    2

    h-index

  3. XL
    Xiaochun Li

    Indiana University – Purdue University Indianapolis, United States

    1 publications · 15 citations

    1

    h-index

  4. JG
    Jianwen Guo

    Chinese Academy of Sciences, China

    1 publications · 15 citations

    1

    h-index

  5. JZ
    Jingren Zhou

    Alibaba Group (United States), United States

    1 publications · 40 citations

    1

    h-index

1–5 of 26

Institutions

20

  1. University of Waterloo

    Waterloo, Canada

    2 h-index

    3 publications

    377 citations

  2. Children's Hospital of Philadelphia

    Philadelphia, United States

    1 h-index

    1 publications

    15 citations

  3. Beihang University

    Beijing, China

    1 h-index

    2 publications

    80 citations

  4. KU Leuven

    Leuven, Belgium

    1 h-index

    3 publications

    132 citations

  5. Indiana University

    Bloomington, United States

    1 h-index

    2 publications

    30 citations

  6. Concordia University

    Montreal, Canada

    1 h-index

    1 publications

    32 citations

  7. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    30 citations

  8. Indiana University Bloomington

    Bloomington, United States

    1 h-index

    1 publications

    15 citations

1–8 of 20

Venues

  1. Studies in health technology and informatics

    Book series · 1 publications · 15 citations

    1

    h-index

  2. Information & Management

    1 publications · 44 citations

    1

    h-index

  3. ICIQ

    1 publications · 12 citations

    1

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 1 publications · 15 citations

    1

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 1 publications · 40 citations

    1

    h-index

1–5