An interactive method of fuzzy probability elicitation in risk analysis


Autoria(s): Vicente Cestero, Eloy; Jiménez Martín, Antonio; Mateos Caballero, Alfonso
Data(s)

2013

Resumo

Expert knowledge is used to assign probabilities to events in many risk analysis models. However, experts sometimes find it hard to provide specific values for these probabilities, preferring to express vague or imprecise terms that are mapped using a previously defined fuzzy number scale. The rigidity of these scales generates bias in the probability elicitation process and does not allow experts to adequately express their probabilistic judgments. We present an interactive method for extracting a fuzzy number from experts that represents their probabilistic judgments for a given event, along with a quality measure of the probabilistic judgments, useful in a final information filtering and analysis sensitivity process.

Formato

application/pdf

Identificador

http://oa.upm.es/26126/

Idioma(s)

eng

Publicador

Facultad de Informática (UPM)

Relação

http://oa.upm.es/26126/1/26126jimenez_INVE_MEM_2013.pdf.pdf

http://www.racr2013.itu.edu.tr/index.html

info:eu-repo/semantics/altIdentifier/doi/null

Direitos

http://creativecommons.org/licenses/by-nc-nd/3.0/es/

info:eu-repo/semantics/openAccess

Fonte

Intelligent Systems and Decision Making for Risk Analysis and Crisis Response | 4th International Conference on Risk Analysis and Crisis Response | 27-29 Aug 2013 | Estambul, Turquía

Palavras-Chave #Informática
Tipo

info:eu-repo/semantics/conferenceObject

Ponencia en Congreso o Jornada

PeerReviewed