A DYNAMIC MEMORY OF SOFTWARE DESIGNS

被引：0
|
作者：
HENDERSON, S [1 ]
BAILIN, SC [1 ]
机构：
[1] CTA INC,ROCKVILLE,MD 20852
来源：
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING | 1994年 / 8卷 / 02期
关键词：
SOFTWARE REUSE; CONCEPT FORMATION; RETRIEVAL; MACHINE LEARNING AUTOMATIC CLASSIFICATION;
D O I：
10.1017/S0890060400000743
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes an application of artificial intelligence to support software reuse. We begin by discussing the characteristics of software engineering that establish dynamic reorganization as a requirement for a repository of software artifacts. We then present an experimental system that uses incremental concept formation as the basis for dynamic reorganization, and the conceptual hierarchy that was generated by the system for a set of 67 artifacts. The hierarchy is compared to a hierarchy produced manually by independent investigators, and the automatic hierarchy is evaluated in terms of retrieval efficiency and retrieval reliability. The paper ends with a discussion of three projects that share similar objectives with our work.
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页码：163 / 176
页数：14
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