Uncertain software credibility assessment method based on evidence theory

A technology of evidence theory and uncertainty, applied in the field of uncertain software reliability assessment based on evidence theory, it can solve multi-dimensional information fusion, software reliability assessment without effective solution, complex assessment reasoning logic, etc. question

Inactive Publication Date: 2010-06-30
HEFEI UNIV OF TECH
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Problems solved by technology

After research, it is found that the main problems in the evaluation process of trusted software are: the selection of trusted measurement indicators, the reasonable quantification of indicators, the fusion of multi-dimensional information, and the complex evaluation reasoning logic, etc., all of which require us to study more feasible solutions
[0012] The main defect of these models is th

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  • Uncertain software credibility assessment method based on evidence theory
  • Uncertain software credibility assessment method based on evidence theory
  • Uncertain software credibility assessment method based on evidence theory

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Embodiment Construction

[0098] As we all know, software credibility refers to the evaluation of whether all non-functional attributes (also called trusted attributes) of software entities comply with predetermined rule sets based on reasonable evidence or experience. Software credibility based on multidimensional trusted attributes Evaluation technology is the core basis for implementing credibility process control and credibility management. In order to deal with the complex calculation logic in the process of software credibility evaluation, domestic and foreign researchers have proposed a number of software credibility evaluation models or metrics, which provide the functions of describing, quantifying and synthesizing various software quality metrics, and realize the Consistency Modeling of Reasoning Processes for Dependability Assessment of Complex Software Systems.

[0099] The present invention introduces an uncertainty reasoning model based on evidence theory, comprehensively analyzes the sel...

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Abstract

The invention discloses an uncertain software credibility assessment method based on an evidence theory. The method comprises the following steps that: (1) on the basis of a utility theory and the evidence theory, a software credibility assessment process requesting driving is defined and critical scientific problems and study difficulties to be solved are demonstrated clearly in credibility assessment reasoning process; (2) the standard formal definition of a multiscale quantitative index system TEIS based on multidimensional credible attribute is given; (3) ignorance space in an original cautious connection rule is differentiated and is led into an association coefficient based on discount and relative weight and a novel evidence composite rule-ECCR under relative belief background is defined in order to blend uncertain information; and (4) in accordance with complex hierarchy characteristic among credible indexes, a software credibility assessment reasoning module relative to a consideration information source is established, the uncertain software credibility assessment reasoning module is structured and solved according to the evidence theory and ECCR is used to solve the information fusion problem under the relative background of assessment information source.

Description

technical field [0001] The present invention relates to the technical field of software engineering and trusted software evaluation, in particular to a software credibility evaluation index system obtained from the dynamic description of credibility requirements, which quantifies and reasones the credibility status of software entities, and determines accordingly The comprehensive assessment of software credibility provides an important basis for the analysis of untrustworthy factors and the formulation of improvement strategies, specifically an uncertain software credibility assessment method based on evidence theory. Background technique [0002] Software credibility refers to the evaluation of whether all non-functional attributes (also called trusted attributes) of software entities comply with predetermined rule sets based on reasonable evidence or experience. As different aspects reflecting software quality, reliability, reliability, safety, availability, performance, ...

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Application Information

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IPC IPC(8): G06F11/36
Inventor 杨善林丁帅马溪骏余涛阚红星蔡琼石莉
Owner HEFEI UNIV OF TECH
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