Planning for success: The interdisciplinary approach to building Bayesian models

نویسندگان

  • Alex Dekhtyar
  • Judy Goldsmith
  • Beth Goldstein
  • Krol Kevin Mathias
  • Cynthia Isenhour
چکیده

This paper describes a process by which anthropologists, computer scientists, and social welfare case managers collaborated to build a stochastic model of welfare advising in Kentucky. In the process of collaboration, the research team rethought the Bayesian network model of Markov decision processes and designed a new knowledge elicitation format. We expect that this model will have wide applicability in other domains.

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عنوان ژورنال:
  • Int. J. Approx. Reasoning

دوره 50  شماره 

صفحات  -

تاریخ انتشار 2009