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

被引:16
|
作者
Ding, Shuai [1 ,2 ]
Ma, Xi-Jun [1 ,2 ]
Yang, Shan-Lin [1 ,2 ]
机构
[1] Hefei Univ Technol, Sch Management, Hefei 230009, Anhui, Peoples R China
[2] Minist Educ, Key Lab Proc Optimizat & Intelligent Decis Making, Hefei 230009, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Software trustworthiness; Uncertainly evaluation; Objective weighting; Evidential reasoning approach; MADA; ATTRIBUTE DECISION-MAKING; DEPENDABILITY; ENTROPY;
D O I
10.1007/s10115-011-0442-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:171 / 189
页数:19
相关论文
共 50 条
  • [31] A Performance Evaluation Method Based on Interval Evidential Reasoning Approach With Function Monotonicity
    Chen, Lei-Yu
    Zhou, Zhi-Jie
    Zhang, Chun-Chao
    Li, Can
    Chen, Man-Lin
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [32] Research on software trustworthiness measurement evaluation model based on data driven
    Xu, Zhaosheng
    [J]. 2020 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE COMMUNICATION AND NETWORK SECURITY (CSCNS2020), 2021, 336
  • [33] A Model for CPS Software System Trustworthiness Evaluation Based on Attributes Classifying
    Rong, Mei
    [J]. PROCEEDINGS OF THE 2013 8TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2013), 2013, : 1309 - 1314
  • [34] Environmental impact assessment using the evidential reasoning approach
    Wang, Ying-Ming
    Yang, Jian-Bo
    Xu, Dong-Ling
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 174 (03) : 1885 - 1913
  • [35] The combination of multiple classifiers using an evidential reasoning approach
    Bi, Yaxin
    Guan, Jiwen
    Bell, David
    [J]. ARTIFICIAL INTELLIGENCE, 2008, 172 (15) : 1731 - 1751
  • [36] Multiple attribute design evaluation of complex engineering products using the evidential reasoning approach
    Yang, JB
    Sen, P
    [J]. JOURNAL OF ENGINEERING DESIGN, 1997, 8 (03) : 211 - 230
  • [37] An Approach for Trustworthiness Benchmarking using Software Metrics
    Medeiros, Nadia
    Ivaki, Naghmeh
    Costa, Pedro
    Vieira, Marco
    [J]. 2018 IEEE 23RD PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC), 2018, : 84 - 93
  • [38] A novel approach for WSoS capability requirement satisfactory degree evaluation using evidential reasoning
    Cheng, Ben
    Jiang, Jiang
    Tan, Yue-Jin
    Lu, Yan-Jing
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2011, 31 (11): : 2210 - 2216
  • [39] A group evidential reasoning approach based on expert reliability
    Fu, Chao
    Yang, Jian-Bo
    Yang, Shan-Lin
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 246 (03) : 886 - 893
  • [40] A Highway Express Passenger Transportation Company Evaluation System Based on the Evidential Reasoning Approach
    Zhou, Mi
    Liu, Xin-Bao
    Qu, Hao
    Pei, Feng
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, VOL II, 2009, : 329 - 332