Expert system methodologies and applications—a decade review from 1995 to 2004
學年 93
學期 1
出版（發表）日期 2005-01-01
作品名稱 Expert system methodologies and applications—a decade review from 1995 to 2004
作品名稱（其他語言）
著者 廖述賢; Liao, Shu-hsien
單位 淡江大學經營決策學系
出版者 Elsevier
著錄名稱、卷期、頁數 Expert Systems with Applications 28(1), pp.93-103
摘要 This paper surveys expert systems (ES) development using a literature review and classification of articles from 1995 to 2004 with a keyword index and article abstract in order to explore how ES methodologies and applications have developed during this period. Based on the scope of 166 articles from 78 academic journals (retrieved from five online database) of ES applications, this paper surveys and classifies ES methodologies using the following eleven categories: rule-based systems, knowledge-based systems, neural networks, fuzzy ESs, object-oriented methodology, case-based reasoning, system architecture, intelligent agent systems, database methodology, modeling, and ontology together with their applications for different research and problem domains. Discussion is presented, indicating the followings future development directions for ES methodologies and applications: (1) ES methodologies are tending to develop towards expertise orientation and ES applications development is a problem-oriented domain. (2) It is suggested that different social science methodologies, such as psychology, cognitive science, and human behavior could implement ES as another kind of methodology. (3) The ability to continually change and obtain new understanding is the driving power of ES methodologies, and should be the ES application of future works.
關鍵字 Expert systems;Expert system methodologies;Expert system applications;Literature survey
語言 en
ISSN 0957-4174
期刊性質 國內
收錄於
產學合作
通訊作者
審稿制度 否
國別 TWN
公開徵稿
出版型式 ,電子版
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/20057 )

機構典藏連結
SDGS 產業創新與基礎設施