Reasoning under uncertainty: variations of subjective logic deduction

Name: Reasoning under uncertainty: variations of subjective logic deduction
Author: Kaplan, L. M., Şensoy, Murat, Tang, Y., Chakraborty, S., Bisdikian, C., de Mel, G.

İsim	Reasoning under uncertainty: variations of subjective logic deduction
Yazar	Kaplan, L. M., Şensoy, Murat, Tang, Y., Chakraborty, S., Bisdikian, C., de Mel, G.
Basım Tarihi:	2013
Basım Yeri	- IEEE
Konu	Monte Carlo methods, Ontologies (artificial intelligence), Probabilistic logic
Tür	Belge
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	978-605-86311-1-3
Kayıt Numarası	2b401180-c827-43d5-a691-9e54586a9cdf
Lokasyon	Computer Science
Tarih	2013
Notlar	Due to copyright restrictions, the access to the full text of this article is only available via subscription.
Örnek Metin	This work develops alternatives to the classical subjective logic deduction operator. Given antecedent and consequent propositions, the new operators form opinions of the consequent that match the variance of the consequent posterior distribution given opinions on the antecedent and the conditional rules connecting the antecedent with the consequent. As a result, the uncertainty of the consequent actually map to the spread for the probability projection of the opinion. Monte Carlo simulations demonstrate this connection for the new operators. Finally, the work uses Monte Carlo simulations to evaluate the quality of fusing opinions from multiple agents before and after deduction.

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Reasoning under uncertainty: variations of subjective logic deduction

Yazar Kaplan, L. M., Şensoy, Murat, Tang, Y., Chakraborty, S., Bisdikian, C., de Mel, G.

Basım Tarihi 2013

Basım Yeri - IEEE

Konu Monte Carlo methods, Ontologies (artificial intelligence), Probabilistic logic

Tür Belge

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 978-605-86311-1-3

Kayıt Numarası 2b401180-c827-43d5-a691-9e54586a9cdf

Lokasyon Computer Science

Tarih 2013

Notlar Due to copyright restrictions, the access to the full text of this article is only available via subscription.

Örnek Metin This work develops alternatives to the classical subjective logic deduction operator. Given antecedent and consequent propositions, the new operators form opinions of the consequent that match the variance of the consequent posterior distribution given opinions on the antecedent and the conditional rules connecting the antecedent with the consequent. As a result, the uncertainty of the consequent actually map to the spread for the probability projection of the opinion. Monte Carlo simulations demonstrate this connection for the new operators. Finally, the work uses Monte Carlo simulations to evaluate the quality of fusing opinions from multiple agents before and after deduction.