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Research on Using Agent in Software Repository Service
Author: JiangChun
Tutor: WuGuoWen
School: Donghua University
Course: Computer Software and Theory
Keywords: Component Library Facet Agent Support Vector Machine ABCST
CLC: TP311.52
Type: Master's thesis
Year: 2010
Downloads: 36
Quote: 0
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Abstract
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Component library is to support a large number of software components unified formalization packaging, sorting description , storage, management, retrieval browsing component reuse infrastructure component library support large-scale software reuse, software can greatly improve production efficiency and reduce costs. With the component library -related technology development , a number of research institutions and software companies have established a practical component library system . Component library implements a large number of reusable software effective management of resources , in order to improve the performance component library , the library member resources must be described and classified . Currently, some application component library system uses Faceted way to describe component resources , storage resources in the new member , the expert analysis of component facet , the component with faceted term space terminology linked submitted after storage. For the member 's assessment , the general assessment of expert assessment and software combination . Member submitted, the expert members of the non- quantitative attributes to assess quantitative attributes software to assess the final results of the assessment component as an expert assessment and evaluation of integrated software . Traditional application component library system lacks intelligence, over-reliance on experts , members assess the dynamic properties can not contain components and user point of view. To improve the component library systems, we seek a new theory and technology , the use of component libraries possess intelligence and autonomy , while research and practical component evaluation mechanism for library members for evaluation. This article studies the Intelligent Agent and Agent Software Engineering , and from the component description , component classification warehousing and component evaluation in-depth analysis of上海构件库, combining text classification feature vector and components Faceted term space , using Intelligent Agent to improve component library intelligence and autonomy ; using support vector machine construction supports a large complex knowledge representation and reasoning intelligent Agent, by learning expert knowledge resources to achieve the automatic classification of storage elements ; propose policy-based component evaluation mechanism , by constructing intelligent assessment Agent, adopt strategies specific to user requirements for periodic evaluation of the component and immediate assessment so that assessment results more useful . Based上海构件库, paper constructs ABCST prototype system successfully used in the Intelligent Agent software repository services , to achieve a resource library autonomy and intelligence to verify the feasibility of the method .
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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Software Engineering > Software Development
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