Journal ArticleDOI
R1: a rule-based configurer of computer systems
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TLDR
R1 is a program that configures VAX-11/780 computer systems and uses Match as its principal problem solving method; it has sufficient knowledge of the configuration domain and of the peculiarities of the various configuration constraints that at each step in the configuration process, it simply recognizes what to do.About:
This article is published in Artificial Intelligence.The article was published on 1982-09-01. It has received 1001 citations till now. The article focuses on the topics: Configuration Management (ITSM) & Knowledge-based configuration.read more
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Proceedings Article
Why Do Internet Services Fail, and What Can Be Done About It?
TL;DR: It is found that operator errors are their primary cause, operator error is the most difficult type of failure to mask, service front-ends are responsible for more problems than service back-ends but fewer minutes of unavailability, and that online testing and more thoroughly exposing and detecting component failures could reduce system failure rates for at least one service.
Journal ArticleDOI
Extracting Refined Rules from Knowledge-Based Neural Networks
TL;DR: This article proposes and empirically evaluates a method for the final, and possibly most difficult, step of the refinement of existing knowledge and demonstrates that neural networks can be used to effectively refine symbolic knowledge.
Journal ArticleDOI
Components of expertise
TL;DR: A new synthesis is put forward in the form of a componential framework that stresses modularity and an analysis of the pragmatic constraints on the task.
Book
Derivational analogy: a theory of reconstructive problem solving and expertise acquisition
TL;DR: Derivational analogy, a method of solving problems based on the transfer of past experience to new problem situations, is discussed in the context of other general approaches to problem solving.
Journal ArticleDOI
Product configuration frameworks-a survey
TL;DR: The authors review the literature on this topic, discussing the most representative knowledge-based approaches, and recommend three new approaches that should be considered for future product configuration techniques.
References
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Journal ArticleDOI
Rete: a fast algorithm for the many pattern/many object pattern match problem
TL;DR: The Rete Match Algorithm is an efficient method for comparing a large collection of patterns to a largeCollection of objects that finds all the objects that match each pattern.
Journal ArticleDOI
Production rules as a representation for a knowledge-based consultation program
TL;DR: The MYCIN system has begun to exhibit a high level of performance as a consultant on the difficult task of selecting antibiotic therapy for bacteremia and issues of representation and design for the system are discussed.
Proceedings Article
OPS: a domain-independent production system language
C. Forgy,John McDermott +1 more
TL;DR: Some of the issues that bear on the design of production system languages are explored and the adequacy of OPS is tried to show for its intended purpose.
Book ChapterDOI
Production system conflict resolution strategies1
J. McDermott,C. Forgy +1 more
TL;DR: In this article, the authors explore the role of conflict resolution in providing support for production systems designed to function and grow in environments that make large numbers of different, sometimes competing, and sometimes unexpected demands.
Journal ArticleDOI
Production system conflict resolution strategies
J. McDermott,C. Forgy +1 more
TL;DR: The role of conflict resolution in providing support for production systems designed to function and grow in environments that make large numbers of different, sometimes competing, and sometimes unexpected demands is explored.