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A Graph-based Similarity Function for CBDT: Acquiring and Using New Information

Author

Listed:
  • Federico E. Contiggiani

    (Universidad Nacional de R\'io Negro)

  • Fernando Delbianco

    (Instituto de Matem\'atica de Bah\'ia Blanca, CONICET-UNS)

  • Fernando Tohm'e

    (Instituto de Matem\'atica de Bah\'ia Blanca, CONICET-UNS)

Abstract

One of the consequences of persistent technological change is that it force individuals to make decisions under extreme uncertainty. This means that traditional decision-making frameworks cannot be applied. To address this issue we introduce a variant of Case-Based Decision Theory, in which the solution to a problem obtains in terms of the distance to previous problems. We formalize this by defining a space based on an orthogonal basis of features of problems. We show how this framework evolves upon the acquisition of new information, namely features or values of them arising in new problems. We discuss how this can be useful to evaluate decisions based on not yet existing data.

Suggested Citation

  • Federico E. Contiggiani & Fernando Delbianco & Fernando Tohm'e, 2021. "A Graph-based Similarity Function for CBDT: Acquiring and Using New Information," Papers 2104.14268, arXiv.org.
    • Handle: RePEc:arx:papers:2104.14268
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    References listed on IDEAS

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    More about this item

    JEL classification:

    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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