The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Nous avons développé un système de diagnostic basé sur des cas (CBR), Doctor, qui déduit les défauts possibles d'un appareil électrique domestique et répertorie les pièces de rechange nécessaires. Le CBR convient à la création d'un système de diagnostic pour le service sur site, car il imite la façon dont les techniciens de service expérimentés déduisent et est capable d'apprendre les tendances des défauts et les nouveaux cas de réparation à partir d'une base de données de rapports de service. Afin d'appliquer un système CBR à ce problème du monde réel, notre système présente les nouvelles fonctionnalités suivantes : (1) Son mécanisme CBR utilise non seulement des cas de réparation, mais également des règles de diagnostic obtenues auprès d'experts humains afin qu'un diagnostic précis puisse être atteint. (2) Son mécanisme de maintenance de la base de cas met à jour la base de cas et l'adapte au monde réel changeant.
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
Copier
Satoshi HORI, Hiromitsu SUGIMATSU, Soshi FURUKAWA, Hirokazu TAKI, "Utilizing Repair Cases of Home Electrical Appliances" in IEICE TRANSACTIONS on Information,
vol. E82-D, no. 12, pp. 1612-1617, December 1999, doi: .
Abstract: We have developed a diagnostic Case-Based Reasoning (CBR) system, Doctor, which infers possible defects in a home electrical appliance and lists up necessary service parts. The CBR is suitable to build a diagnostic system for the field service because the CBR imitates how experienced service technicians infer and is able to learn defect trends and novel repair cases from a service report database. In order to apply a CBR system to this real-world problem, Our system has the following new features: (1) Its CBR mechanism utilizes not only repair cases, but also diagnostic rules that are elicited from human experts so that accurate diagnosis can be achieved. (2) Its casebase maintenance mechanism updates the casebase and adapts it to the changing real world.
URL: https://global.ieice.org/en_transactions/information/10.1587/e82-d_12_1612/_p
Copier
@ARTICLE{e82-d_12_1612,
author={Satoshi HORI, Hiromitsu SUGIMATSU, Soshi FURUKAWA, Hirokazu TAKI, },
journal={IEICE TRANSACTIONS on Information},
title={Utilizing Repair Cases of Home Electrical Appliances},
year={1999},
volume={E82-D},
number={12},
pages={1612-1617},
abstract={We have developed a diagnostic Case-Based Reasoning (CBR) system, Doctor, which infers possible defects in a home electrical appliance and lists up necessary service parts. The CBR is suitable to build a diagnostic system for the field service because the CBR imitates how experienced service technicians infer and is able to learn defect trends and novel repair cases from a service report database. In order to apply a CBR system to this real-world problem, Our system has the following new features: (1) Its CBR mechanism utilizes not only repair cases, but also diagnostic rules that are elicited from human experts so that accurate diagnosis can be achieved. (2) Its casebase maintenance mechanism updates the casebase and adapts it to the changing real world. },
keywords={},
doi={},
ISSN={},
month={December},}
Copier
TY - JOUR
TI - Utilizing Repair Cases of Home Electrical Appliances
T2 - IEICE TRANSACTIONS on Information
SP - 1612
EP - 1617
AU - Satoshi HORI
AU - Hiromitsu SUGIMATSU
AU - Soshi FURUKAWA
AU - Hirokazu TAKI
PY - 1999
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E82-D
IS - 12
JA - IEICE TRANSACTIONS on Information
Y1 - December 1999
AB - We have developed a diagnostic Case-Based Reasoning (CBR) system, Doctor, which infers possible defects in a home electrical appliance and lists up necessary service parts. The CBR is suitable to build a diagnostic system for the field service because the CBR imitates how experienced service technicians infer and is able to learn defect trends and novel repair cases from a service report database. In order to apply a CBR system to this real-world problem, Our system has the following new features: (1) Its CBR mechanism utilizes not only repair cases, but also diagnostic rules that are elicited from human experts so that accurate diagnosis can be achieved. (2) Its casebase maintenance mechanism updates the casebase and adapts it to the changing real world.
ER -