Title of article :
Planning for success: The interdisciplinary approach to building Bayesian models Original Research Article
Author/Authors :
Alex Dekhtyar، نويسنده , , Judy Goldsmith، نويسنده , , Beth Goldstein، نويسنده , , Krol Kevin Mathias، نويسنده , , Cynthia Isenhour، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
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.
Keywords :
Bayesian networks , Knowledge elicitation , Social construction of technology , Human-centered design , Planning
Journal title :
International Journal of Approximate Reasoning
Journal title :
International Journal of Approximate Reasoning