Compensation Model of Multi-attribute Decision Making and Its Application to N-Version Software Choice

Gruzenkin, D. V.; Grishina, Galina Viktorovna; Durmuş, Mustafa Seçkin; Üstoğlu, İlker; Tsarev, Roman

doi:10.1007/978-3-319-57141-6_16

Cited by 5 publications

(3 citation statements)

References 11 publications

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“…In [16] Gruzenkin et al Considered one compensation model of multi-attribute decision making and its application to N-version software choice.…”

Section: Related Workmentioning

confidence: 99%

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An Advanced Quick-Answering System Intended for the e-Government Service in the Republic of Serbia

2019

APH

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Many of the services incorporated in the e-Government of the Republic of Serbia need a quick-answer system to meet the continually increasing demands of the citizens for easy, fast and effective obtaining of the requested information. However, the public administration of the Republic of Serbia contains a significant amount of unstructured data S. Nedeljkovic et al. An Advanced Quick-Answer System Intended for the e-Government Service of the Republic of Serbia-154-arranged in the documents. Thus, it is necessary to provide an automatic classification system based on the principle query-document. The question-answering (Q&A) system related to the Crime domain of the e-Government service of the Republic of Serbia represents a system for achieving the quick replies on citizens' questions. The Q&A system is based on the data mining, text mining, natural language processing, question answer, Bag of Words and N-gram analysis. A similarity measure (distance) is a significant parameter of the Q&A system due to its direct impact on searching speed and distance from wanted documents. Here, three most commonly used similarity measures are used: Cos, Jaccard and Euclid. The primary goal is to determine the similarity measure which provides the most precise results in the crime domain, and that similarity measure is used as a referent one. Due to the high importance of a similarity measure, we use the above three similarity measures, in the process of selecting the most appropriate similarity measure. The selection of the similarity measure is performed using the principles of redundancy and fault tolerance. Specifically, the principle of triple modular redundancy (TMR) with one voter is used. The proposed system is verified by the experiments with real citizen queries. The results show that the proposed system achieves good performance.

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“…In [16] Gruzenkin et al Considered one compensation model of multi-attribute decision making and its application to N-version software choice.…”

Section: Related Workmentioning

confidence: 99%

“…(2)-(4), as presented in Table 2. = 0.0604216790226415 (16) The logic of TMR voter is based on the determination of the smallest value in one of three line of constructed TMR because the smallest value represents the smallest distance between two vectors, i.e., the highest similarity.…”

Section: Experimental Evaluation -Case Study Qanda System For E-governmmentioning

confidence: 99%

An Advanced Quick-Answering System Intended for the e-Government Service in the Republic of Serbia

2019

APH

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“…The main problem of the application of any type of redundancy is the requirement for extra resources. The problem is connected with optimizing that could correspond to a higher level of reliability and at the same time to less amount of resources [13]. While developing N-version software the problem is defined as the choice of a modules versions set that could achieve the goals.…”

Section: Introductionmentioning

confidence: 99%

Recursive Algorithm for Exhaustive Search of Possible Multiversion Software Realizations with the Choice of the Optimal Versions Set

Tsarev

Gruzenkin

Grishina

2018

Advances in Intelligent Systems and Computing

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N-version software is used all over the world as one of the approaches that can provide with the high level of reliability and software fault tolerance. The application of redundant module versions of software allows to obtain a correct result even if there is an error in the separate module versions. However, the program redundancy that can increase software reliability needs extra resources. It results in an optimization problem. There is a necessity for a certain variant of multiversion software realization i. e. such a modules versions set is required that demands less resources and guarantees high level of reliability simultaneously. The exhaustive search of all possible multiversion software realizations is carried out by the recursive algorithm proposed in the article.

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The issue of software reliability in program code cloning

Lee

Rabbi

Almashaqbeh³

et al. 2023

Vii International Conference “Safety Problems of Civil Engineering Critical Infrastructures” (Spceci2021)

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Compensation Model of Multi-attribute Decision Making and Its Application to N-Version Software Choice

Cited by 5 publications

References 11 publications

An Advanced Quick-Answering System Intended for the e-Government Service in the Republic of Serbia

An Advanced Quick-Answering System Intended for the e-Government Service in the Republic of Serbia

Recursive Algorithm for Exhaustive Search of Possible Multiversion Software Realizations with the Choice of the Optimal Versions Set

The issue of software reliability in program code cloning

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