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Everything about Decision intelligence
Subfield of machine learning
Decision intelligence is an engineering discipline that augments data science with theory from social science, decision theory, and managerial science. Its application provides a framework for best practices in organizational decision-making and processes for applying computational technologies such as machine learning, natural language processing, reasoning, and semantics at scale. The basic idea is that decisions are based on our understanding of how actions lead to outcomes. Decision intelligence is a discipline for analyzing this chain of cause and effect, and decision modeling is a visual language for representing these chains. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Decision intelligenceA 5-minute orientation
- Skim a recent paper: Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AIInfluential work since 2022
- Pick up a classic book: Thinking, Fast and SlowThe most-reprinted book on the subject
- Read the landmark paper: Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision makingCited 2,596 times
- Go sideways: Management scienceA closely related topic
- Go sideways: Data managementA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making
Artificial Intelligence and Surgical Decision-making
Artificial intelligence and human decision making
Improving Intelligence Analysis With Decision Science
Decision-Making Competence: More Than Intelligence?
Intelligence, inspection time, and decision time
Artificial Intelligence and Decision-Making
Decision Analytic Networks in Artificial Intelligence
🆕 Influential since 2022
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
Artificial intelligence-enabled decision support in nephrology
Artificial Intelligence–enabled Decision Support in Surgery
Artificial intelligence in vascular surgical decision making
Business Artificial Intelligence for Enhancing Sustainable Decision Intelligence
📚 Books worth reading
Thinking, Fast and SlowDaniel Kahneman · 2011- 📕The intelligent companyBernard Marr · 2010
The Intelligence TrapDavid Robson · 2019
Satisficing Games and Decision MakingWynn C. Stirling · 2003- 📕Decision Support Systems for Business IntelligenceVicki L. Sauter · 2011
Competitive intelligence and decision problemsAmos David · 2011
Intelligent Decision TechnologiesJunzo Watada · 2011- 📕Decision SourcingDale Roberts, Rooven Pakkiri · 2013
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
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