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A General Methodology for the Derivation of Generalised Software Metrics Models:The Theory and Experiments

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A General Methodology for the Derivation of Generalised Software Metrics Models:The Theory and Experiments

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作 者:陈嘉贤

出 版 社:暨南大学出版社

出版时间:2009-08

I S B N:781135379

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姓名:陈嘉贤
作者简介:
作品:《A General Methodology for the Derivation of Generalised Software Metrics Models:The Theory and Experiments》

内容简介

dilates on its underlying research which aimed to innovate a new general methodology for deriving generalized software metrics models from past empirical software metrics data. These genera/ised software metrics models are to predict the target software metric(s) of any future software project&

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作者简介

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1 introduction
1.1 oftware metrics
based on the work of fenton in 1991 and summarised by macdonell and gray in 1997, software metrics are measurements relating to a software system (i.e. the "product") or to the process of developing the system (i.e. the "process"). examples of "product" software metrics are the size of a system (perhaps in the number of lines of code or the number of screens and reports), the number of defects in a system remaining after testing, some measure of the complexity of a system, etc. examples of "process" software metrics may include the number of developers involved in the software project to develop the system, the work effort required for various stages of the project, and the experience of the developers, etc. note that the number of screens or reports is usually classified as a functionality-based measure.
traditionally, such software metrics were used as part of a formally specified model, such as "function point analysis" (gar

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目录

table of contents
foreword
table of contents
list of illustrations
list of tables
acknowledgements
abbreviations
1 introduction
 1.1 software metrics
 1.2 software metrics models
 1.3 importance of software metrics models
 1.4 existing software metrics models
  1.4.1 function point analysis
  1.4.2 inferential statistics
  1.4.3 neural networks
  1.4.4 fuzzy logic systems
  1.4.5 hybrid neuro-fuzzy systems
  1.4.6 rule-based systems
  1.4.7 case-based reasoning
  1.4.8 regression and classification trees
 1.5 generalisedversus existing software metrics models
  1.5.1 for developers of software metrics models
  1.5.2 for end-users of software metrics models
 1.6&nb

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