mlsanityData to 14 Oct 2026

What is a decision problem?

arXiv 2301.02758 ↗First posted 7 Jan 2023cs.AIcited by 0

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Abstract (arXiv)

This paper presents a general framework about what is a decision problem. Our motivation is related to the fact that decision analysis and operational research are structured (as disciplines) around classes of methods, while instead we should first characterise the decision problems our clients present us. For this purpose we introduce a new framework, independent from any existing method, based upon primitives provided by (or elicited from) the client. We show that the number of archetypal decision problems are finite and so the archetypal decision support methods.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 97 references that are in the map. First posted on arXiv 7 Jan 2023.

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2 of 97 references.

References · 2

  1. 2013Reasoning With Conditional Ceteris Paribus Preference Statemcited by 5
  2. 2022What is Legitimate Decision Support?cited by 1

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