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A software trustworthiness evaluation model using objective weight based evidential reasoning approach

  • Hefei University of Technology
  • Key Lab of the Ministry of Education for Process Control and Efficiency Egineering

Research output: Contribution to journalArticlepeer-review

22 Scopus citations

Abstract

Evaluation of software trustworthiness is an extensively investigated topic. A lot of software trustworthiness evaluation (STE) models and systems have been proposed in the literature. While scholars have concentrated their efforts on the design and development of trustworthiness metrics, other STE characteristics have been neglected, such as various types of uncertainties and objective of the attribute weights determination. This paper focuses on the STE problems that include both quantitative and qualitative indicators with uncertainties. We propose an objective weight based evidential reasoning approach that employs total uncertainty measure to solve STE problems with specific trustworthiness requirements. A complex software is evaluated by the proposed STE model to demonstrate its applicability and effectiveness.

Original languageEnglish
Pages (from-to)171-189
Number of pages19
JournalKnowledge and Information Systems
Volume33
Issue number1
DOIs
StatePublished - Oct 2012
Externally publishedYes

Keywords

  • Evidential reasoning approach
  • MADA
  • Objective weighting
  • Software trustworthiness
  • Uncertainly evaluation

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