A Novel Trustworthiness Measurement Model Based on Weight and User Feedback

Zhou, Wei; Ma, Yanfang; Pan, Haiyu

doi:10.1049/cje.2020.00.391

Cited by 6 publications

(3 citation statements)

References 17 publications

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“…Other forms of information can usually be expressed in text, such as movies, books and pictures. Without browsing all resources, to find the information you need, you often need to query these text information to achieve the purpose 4 . Generally speaking, most enterprises do not want to handle the internal information of the enterprise externally for the sake of security.…”

Section: Introductionmentioning

confidence: 99%

Design of music intelligent recommendation based on user interest preference model

Lei,

Wang,

Geng

2023

Seventh International Conference on Mechatronics and Intelligent Robotics (ICMIR 2023)

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Section: Introductionmentioning

confidence: 99%

Design of music intelligent recommendation based on user interest preference model

Lei,

Wang,

Geng

2023

Seventh International Conference on Mechatronics and Intelligent Robotics (ICMIR 2023)

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“…Wang et al [15] used the AHP method for weight allocation in software components and developed a multivalued model for allocating software component development costs based on different software system structures. Zhou et al [16] combined component weights with user feedback to establish trustworthiness measurement models based on component construction, using the Dempster-Shafer (D-S) evidence theory to fuse fuzzy and uncertain information obtained through the AHP method. Lozano-Tello and Gomez-Perez [17] utilized AHP to facilitate multicriteria decision-making for reused software components, assisting software engineers in evaluating suitable components for adoption.…”

Section: Introductionmentioning

confidence: 99%

The Weight Allocation Method of Component Based on the Mutual Influence

Hu,

Ma,

Gao

2023

Mathematical Problems in Engineering

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Components play a pivotal role in component-based software, with certain components being crucial in realizing the software’s overall functionality. The importance of component is usually characterized using the weight value of component. How to get the weight value is a problem that needs to be studied. Traditionally, the weight value can be denoted by an expert’s evaluation. However, the importance of components can vary depending on their interactions within different combination structures. Therefore, it becomes necessary to consider the mutual influence resulting from component interactions when determining component weights, in addition to expert evaluations. In this study, we first establish an influence value model that captures the interactions between components within various combinations. Subsequently, we propose a comprehensive weight allocation method for components by integrating expert evaluations with the influence values obtained from the component interactions, using an evidence-based information fusion approach. Finally, we validate the effectiveness of our method by implementing a scenic spot ticket purchase system. This approach is more reasonable than the single method and can provide software developers with a more comprehensive analysis of component importance, enabling them to make informed decisions.

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“…Considering the subjective factors of users, Zhou et al combined the initial trustworthiness of components with the user feedback to assess the fnal trustworthiness of components [30].…”

Section: Introductionmentioning

confidence: 99%

The Trustworthiness Measurement Model of Component Based on Defects

Gao

Zhou

et al. 2022

Mathematical Problems in Engineering

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In modern software engineering, the component-based development approach has become one of the important trends in software development technology. The trustworthiness of components plays a vital role in developing component-based trustworthy software. If there exist defects in components, then the trustworthiness of the component will be reduced, and the trustworthiness of the software system will be influenced. In this case, it is necessary to measure the trustworthiness of the component in terms of the defect. In this paper, a trustworthiness measurement model of components will be proposed based on defects. Firstly, the defect types are formalized according to the component specification. Secondly, the weight allocation method of defect types is designed based on the correlation between defect types and experts’ evaluation. The value of the trustworthiness attribute is estimated by using the risk value of the defect and the weight of the defect type. Furthermore, the trustworthiness measurement model of the component is proposed, the corresponding algorithm is designed, and some algebra properties are proved. Finally, a case study is used to illustrate the application of the model.

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A Novel Trustworthiness Measurement Model Based on Weight and User Feedback

Cited by 6 publications

References 17 publications

Design of music intelligent recommendation based on user interest preference model

Design of music intelligent recommendation based on user interest preference model

The Weight Allocation Method of Component Based on the Mutual Influence

The Trustworthiness Measurement Model of Component Based on Defects

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