Linguistic probabilities: theory and application

Joe Halliwell, Qiang Shen

Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

29 Dyfyniadau(SciVal)
202 Wedi eu Llwytho i Lawr (Pure)

Crynodeb

Over the past two decades a number of different approaches to “fuzzy probabilities” have been presented. The use of the same term masks fundamental differences. This paper surveys these different theories, contrasting and relating them to one another. Problems with these existing approaches are noted and a theory of “linguistic probabilities” is developed, which seeks to retain the underlying insights of existing work whilst remedying its technical defects. It is shown how the axiomatic theory of linguistic probabilities can be used to develop linguistic Bayesian networks which have a wide range of practical applications. To illustrate this a detailed and realistic example in the domain of forensic statistics is presented.
Iaith wreiddiolSaesneg
Tudalennau (o-i)169-183
Nifer y tudalennau15
CyfnodolynSoft Computing
Cyfrol13
Rhif cyhoeddi2
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - Ion 2009

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