Concepedia

Human-in-the-loop Workflow Control

Human-in-the-Loop Workflow Control is a workflow orchestration paradigm that integrates human decision-making as a first-class control element within automated execution pipelines, distinguishing itself from fully automated or exception-handling models by systematically embedding human judgment at predefined, critical decision points to guide, validate, or adapt workflow progression.

5

Publications

333

Citations

12

Authors

6

Institutions

Publications per year

2017–2026

2

Parents

Publications

5

Keeping the organization in the loop: a socio-technical extension of human-centered artificial intelligence

Thomas Herrmann, Sabine Pfeiffer · AI & Society · 2022 · 145 citations · Full text

, , +14

Decision-Theoretic Control of Crowd-Sourced Workflows

Peng Dai, Mausam Mausam, Daniel S. Weld · Proceedings of the AAAI Conference on Artificial Intelligence · 2010 · 125 citations · Full text

, , +17

Human intelligence needs artificial intelligence

Daniel S. Weld, Mausam Mausam, Peng Dai · 2011 · 28 citations

, , +12

WorkWays: Interacting with Scientific Workflows

Hoang Anh Nguyen, David Abramson, Timoleon Kiporous et al. · 2014 · 20 citations

, , +12

Characterizing Practices, Limitations, and Opportunities Related to Text Information Extraction Workflows: A Human-in-the-loop Perspective

Sajjadur Rahman, Eser Kandogan · CHI Conference on Human Factors in Computing Systems · 2022 · 15 citations

, , +17

1–5 of 5

Authors

12

  1. PD
    Peng Dai

    Google (United States), United States

    2 publications · 153 citations

    2

    h-index

  2. DS
    Daniel S. Weld

    University of Washington, United States

    2 publications · 153 citations

    2

    h-index

  3. MM
    Mausam Mausam

    University of Washington, United States

    2 publications · 153 citations

    2

    h-index

  4. TH
    Thomas Herrmann

    Ruhr University Bochum, Germany

    1 publications · 145 citations

    1

    h-index

  5. AL
    Andrew L. Janke

    The University of Queensland, Australia

    1 publications · 20 citations

    1

    h-index

1–5 of 12

Institutions

6

  1. University of Washington

    Seattle, United States

    2 h-index

    6 publications

    459 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    1 publications

    20 citations

  3. Ruhr University Bochum

    Bochum, Germany

    1 h-index

    1 publications

    145 citations

  4. ARC Centre of Excellence in Advanced Molecular Imaging

    Clayton, Australia

    1 h-index

    2 publications

    40 citations

  5. Friedrich-Alexander-Universität Erlangen-Nürnberg

    Erlangen, Germany

    1 h-index

    1 publications

    145 citations

  6. The University of Queensland

    Brisbane, Australia

    1 h-index

    4 publications

    80 citations

  7. Amazon (United States)

    Seattle, United States

    1 publications

    10 citations

  8. University of Pittsburgh

    Pittsburgh, United States

    1 publications

    10 citations

1–8 of 6

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 125 citations

    1

    h-index

  2. CHI Conference on Human Factors in Computing Systems

    Conference · 1 publications · 15 citations

    1

    h-index

  3. AI & Society

    1 publications · 145 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

  5. Nature Communications

    1 publications · 12 citations

1–5