Concepedia

Interactive Data Cleaning

Interactive Data Cleaning is a data cleaning methodology that distinguishes itself by incorporating iterative human-in-the-loop feedback to guide and refine error detection and correction processes, thereby enabling more accurate and context-sensitive data quality improvements.

16

Publications

1.1K

Citations

56

Authors

33

Institutions

Publications per year

2017–2026

6

Parents

Publications

16

Potter's Wheel: An Interactive Data Cleaning System

Vijayshankar Raman, Joseph L. Hellerstein · 2001 · 492 citations

, , +12

Auto-Prep: Efficient and Automated Data Preprocessing Pipeline

Mehwish Bilal, Ghulam Ali, Muhammad Waseem Iqbal et al. · IEEE Access · 2022 · 78 citations · Full text

, , +14

Interactive and Deterministic Data Cleaning

Jian He, Enzo Veltri, Donatello Santoro et al. · 2016 · 77 citations · Full text

, , +13

OpenRefine (version 2.5). http://openrefine.org. Free, open-source tool for cleaning and transforming data

Kelli Ham · Journal of the Medical Library Association JMLA · 2013 · 72 citations · Full text

, , +15

Towards reliable interactive data cleaning

Sanjay Krishnan, Daniel Haas, Michael J. Franklin et al. · 2016 · 56 citations

, , +12

1–5 of 16

Authors

56

  1. NT
    Nan Tang

    Tsinghua University, China

    3 publications · 131 citations

    3

    h-index

  2. GL
    Guoliang Li

    Tsinghua University, China

    3 publications · 131 citations

    3

    h-index

  3. EW
    Eugene Wu

    Columbia University, United States

    2 publications · 80 citations

    2

    h-index

  4. XQ
    Xuedi Qin

    Tsinghua University, China

    2 publications · 54 citations

    2

    h-index

  5. MJ
    Michael J. Franklin

    University of California, Berkeley, United States

    2 publications · 80 citations

    2

    h-index

1–5 of 56

Institutions

33

  1. Tsinghua University

    Beijing, China

    4 h-index

    12 publications

    482 citations

  2. City, University of London

    London, United Kingdom

    2 h-index

    2 publications

    74 citations

  3. Fraunhofer Institute for Intelligent Analysis and Information Systems

    Sankt Augustin, Germany

    1 h-index

    1 publications

    56 citations

  4. Qatar Airways (Qatar)

    Doha, Qatar

    1 h-index

    1 publications

    77 citations

  5. Columbia University

    New York, United States

    1 h-index

    1 publications

    56 citations

  6. Amazon (United States)

    Seattle, United States

    1 h-index

    1 publications

    18 citations

  7. The Alan Turing Institute

    London, United Kingdom

    1 h-index

    4 publications

    72 citations

  8. TU Wien

    Vienna, Austria

    1 h-index

    6 publications

    258 citations

1–8 of 33

Venues

  1. arXiv (Cornell University)

    Repository · 1 publications · 24 citations

    1

    h-index

  2. Visual Informatics

    1 publications · 56 citations

    1

    h-index

  3. Procedia Computer Science

    1 publications · 19 citations

    1

    h-index

  4. Proceedings of the VLDB Endowment

    PVLDB · 1 publications · 19 citations

    1

    h-index

  5. 2012 Dallas, Texas, July 29 - August 1, 2012

    1 publications · 43 citations

    1

    h-index

1–5