Concepedia

Knowledge-driven Decision Support

Knowledge-Driven Decision Support is a decision support approach that belongs to the class of workflow-integrated systems, distinguished by its reliance on explicit, formalized knowledge representations—such as rules, ontologies, or models—to automate, guide, or justify decisions within operational or clinical workflows.

334

Publications

12.3K

Citations

1.1K

Authors

478

Institutions

Publications per year

2017–2026

71

Parents

Publications

334

Rough set approach to knowledge-based decision support

Zdzisław Pawlak · European Journal of Operational Research · 1997 · 638 citations

, , +12

Clinical decision support system: Risk level prediction of heart disease using weighted fuzzy rules

Padmakumari Anooj · Journal of King Saud University - Computer and Information Sciences · 2011 · 381 citations · Full text

, , +17

Combining statistical learning with a knowledge-based approach: A case study in intensive care monitoring

Katharina Morik, Peter Brockhausen, Thorsten Joachims · Econstor (Econstor) · 1999 · 354 citations · Full text

, , +17

Integrating knowledge management into enterprise environments for the next generation decision support

Narasimha Bolloju, Mohamed Khalifa, Efraim Turban · Decision Support Systems · 2002 · 243 citations

, , +16

From knowledge bases to decision models

Michael P. Wellman, John S. Breese, Robert P. Goldman · The Knowledge Engineering Review · 1992 · 207 citations

, , +13

1–5 of 334

Authors

1.1K

  1. MS
    Mohammad Shahadat Hossain

    University of Chittagong, Bangladesh

    6 publications · 223 citations

    6

    h-index

  2. ES
    Edward Szczerbicki

    University of Newcastle Australia, Australia

    5 publications · 140 citations

    5

    h-index

  3. KA
    Karl Andersson

    Luleå University of Technology, Sweden

    5 publications · 189 citations

    5

    h-index

  4. CS
    Cesar Sanín

    University of Newcastle Australia, Australia

    5 publications · 140 citations

    5

    h-index

  5. SL
    Shaofeng Liu

    University of Plymouth, United Kingdom

    5 publications · 199 citations

    5

    h-index

1–5 of 1.1K

Institutions

478

  1. Brigham and Women's Hospital

    Boston, United States

    7 h-index

    27 publications

    1.4K citations

  2. National University of Singapore

    Singapore, Singapore

    6 h-index

    9 publications

    397 citations

  3. Heidelberg University

    Heidelberg, Germany

    6 h-index

    35 publications

    819 citations

  4. University of Chittagong

    Chittagong, Bangladesh

    6 h-index

    15 publications

    512 citations

  5. Harvard University

    Cambridge, United States

    5 h-index

    22 publications

    1.2K citations

  6. University of Arizona

    Tucson, United States

    5 h-index

    11 publications

    333 citations

  7. Universitat de Girona

    Girona, Spain

    5 h-index

    13 publications

    436 citations

  8. University of Newcastle Australia

    Newcastle, Australia

    5 h-index

    12 publications

    336 citations

1–8 of 478

Venues

  1. Decision Support Systems

    14 publications · 1K citations

    13

    h-index

  2. Expert Systems with Applications

    13 publications · 423 citations

    12

    h-index

  3. PubMed

    Repository · 12 publications · 189 citations

    11

    h-index

  4. Knowledge-Based Systems

    10 publications · 351 citations

    10

    h-index

  5. Cybernetics & Systems

    4 publications · 101 citations

    4

    h-index

1–5