Concepedia

Human-in-the-loop Workflows

Human-In-The-Loop Workflows is a workflow design paradigm in which human agents are intentionally integrated into the execution and decision-making processes of automated systems to enhance accuracy, adaptability, and contextual understanding, distinguishing it from fully automated or manual workflow approaches.

75

Publications

3.6K

Citations

290

Authors

121

Institutions

Publications per year

2017–2026

43

Variants

Hitl Workflows

Parents

Publications

75

Augmenting the algorithm: Emerging human-in-the-loop work configurations

Tor Grønsund, Margunn Aanestad · The Journal of Strategic Information Systems · 2020 · 331 citations · Full text

, , +10

Graph2Plan

ACM Transactions on Graphics · 2020 · 242 citations · Full text

, , +13

Wings: Intelligent Workflow-Based Design of Computational Experiments

Yolanda Gil, Varun Ratnakar, Jihie Kim et al. · IEEE Intelligent Systems · 2010 · 211 citations

, , +16

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

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Sirui Hong, Xiawu Zheng, Yuheng Cheng et al. · arXiv (Cornell University) · 2023 · 139 citations · Full text

, , +16

1–5 of 75

Authors

290

  1. DS
    Daniel S. Weld

    University of Washington, United States

    4 publications · 245 citations

    4

    h-index

  2. MM
    Mausam Mausam

    University of Washington, United States

    4 publications · 245 citations

    4

    h-index

  3. DX
    Doris Xin

    University of California, Berkeley, United States

    3 publications · 187 citations

    3

    h-index

  4. PD
    Peng Dai

    Google (United States), United States

    3 publications · 203 citations

    3

    h-index

  5. SM
    Stephen Macke

    University of Illinois Urbana-Champaign, United States

    3 publications · 187 citations

    3

    h-index

1–5 of 290

Institutions

121

  1. University of Washington

    Seattle, United States

    6 h-index

    14 publications

    840 citations

  2. San Jose State University

    San Jose, United States

    4 h-index

    12 publications

    154 citations

  3. Ames Research Center

    Mountain View, United States

    4 h-index

    8 publications

    118 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    9 publications

    277 citations

  5. Universitat Pompeu Fabra

    Barcelona, Spain

    2 h-index

    2 publications

    111 citations

  6. Georgetown University

    Washington, United States

    2 h-index

    4 publications

    70 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    6 publications

    350 citations

  8. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    373 citations

1–8 of 121

Venues

  1. SSRN Electronic Journal

    Repository · 3 publications · 105 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 223 citations

    3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 187 citations

    2

    h-index

  4. IEEE Intelligent Systems

    2 publications · 242 citations

    2

    h-index

  5. Communications of the ACM

    1 publications · 70 citations

    1

    h-index

1–5