Method of Activity of Ontology-Based Intelligent Agent for Evaluating Initial Stages of the Software Lifecycle

Hovorushchenko, Tetiana; Pavlova, Olga

doi:10.1007/978-3-319-97885-7_17

Cited by 13 publications

(6 citation statements)

References 12 publications

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“…Cognitive technologies of situation assessment are shown in [11], risk models in intellectual strategies formation in [13]. Intellectual agent activity method based on ontology is considered in [12]. In [14] problem of management in situation change conditions under the influence of decisionmaking process violations is considered.…”

Section: References Analysismentioning

confidence: 99%

System-Information and Cognitive Technologies of Man-Made Infrastructure Cyber Security

Sikora

Lysa

Tsikalo

et al. 2023

JCSANDM

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The complication of technological processes due to the modernization of complex technological processes aggregates with a distributed spatial infrastructure requires the use of new control systems and computer and information network technologies. Accordingly, this poses the problem of revising the basic concepts of information-measuring systems building, developing software and hardware for the implementation of the target management process. This requires development of new approaches to presentation, processing, and display of data about the aggregates state of energy-active objects and the entire information structure. For management under threat conditions, it is necessary to take into account the features of the information infrastructure, data selection and processing methods, methods and algorithms for classifying the situation, which are formed from blocks of data obtained from each unit and the technological process as a whole. Information about the current state of system and infrastructure is necessary for the formation, adoption and implementation of management decisions which is the basis for coordination strategies synthesis. Appropriate target orientation, reasonable indicators of real process trajectories divergence from the target state determine the probability of object attack. Knowledge and decision-making procedures for the coordination of managerial actions is based on the strategic target orientation of the structure, their professionalism and the level of intellectual, cognitive and scientific training which is the basis for correct situation interpretation of countermeasures against threats formation. In the event of active threats complex on man-made systems in a certain region (resource, cognitive, system, information) and natural disasters or military operations, the threats lead to active destruction or failure of the production process. In order to functionally withstand related production structures, when loyal to the industrial relations concept, they need to integrate at the strategic management level on common goal basis to reduce risks. If necessary, to increase sustainability, they can be integrated at operational management level using interconnections at the production and resource levels. To do this, it is necessary to develop a strategic and goal-oriented management system behaviour line, which requires informational and intelligent data processing at the highest level using cognitive creative methods. For each level of the infrastructure hierarchy, oriented towards strategic goals in the global infrastructure dynamic environment, methods of assessing the situation to detect failures and the actions of attacks have been developed, based on which countermeasures are formed depending on the type of threats.

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Section: References Analysismentioning

confidence: 99%

System-Information and Cognitive Technologies of Man-Made Infrastructure Cyber Security

Sikora

Lysa

Tsikalo

et al. 2023

JCSANDM

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“…However, there are many works devoted to the application of information technologies and information systems in the SPT, including those by such famous researchers as V. Bykov [ 5 ], J. [11][12][13], S. Zybin [ 14 ] et al (intelligent technologies and robotics; use of ontologies for evaluating stages of the software lifecycle, software design technologies, information processing and protection systems, software engineering), etc.…”

Section: Related Workmentioning

confidence: 99%

Theoretical and Methodological Aspects of Ontological Modeling of Information-Analytical System of Scientific Personnel Training

Rostoka

2022

CSIT

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The development of science and education is now exposed to a huge impact of such civilizational challenges as: climate change, which is due to global warming, excessive and unjustified consumption of material goods, environmental pollution; pandemic COVID 19 and the emergence of new diseases and as the quintessence of human irresponsibility and callousness, activation on a global scale, and in Ukraine in particular, hybrid wars against universal values. This situation causes a massive shift to a remote format of the organization of scientific and educational (research) process, including the training of scientific personnel in higher education institutions and research institutes, using certain networked information and computer technologies and systems. Therefore, the purpose of the study, the current results of which are presented in the article, is to study the problems of applying the methodology of building information-analytical systems (hereinafter – IAS), in particular digital IAS, and to substantiate the basis and highlight in this context the main aspects of creating an ontological model of scientific personnel training (hereinafter – SPT) system as part of a single information space of scientific education. The author raises the problem of the need to apply transdisciplinary methodology of building digital information-analytical system of scientific personnel training in higher education institutions (hereinafter – HEI) and research institutes (hereinafter – RI) of Ukraine in a distance. Particular attention is paid to the ontological modeling of IAS components of the relevant organization of effective scientific and educational (research) process. Also basic definitions of the ontological approach to the training of scientific personnel disclosed. The article considers certain requirements for the design and functioning of intelligent educational systems and programs that provide adaptive information-analytical support of scientific personnel training on the basis of transdisciplinary, system, competence and ontological approaches. The analysis of a certain base of sources (researches and publications) is given. Thus, the methodological basis for building a digital information-analytical system in the specified context is presented and certain fragments of its ontological model are proposed. The presented approbation of applied aspects of the author's research is in the ascertaining stage. Subsequent results of analytical-synthetic and formative stages of the presented doctoral research are passing into the phase of experimental verification and the obtained data will be made public in the following publications of the author.

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“…У [6] розроблено теоретичні засади інформаційної технології оцінювання достатності інформації щодо якості у специфікаціях вимог до ПЗ, але обмеженням такого рішення є його теоретична орієнтованість -і пошук інформації у специфікації, і оцінювання її достатності проводиться вручну. У [7] розроблено інтелектуальний агент на основі онтологічного підходу для оцінювання початкових етапів життєвого циклу ПЗ, призначений для аналізу специфікацій вимог до ПЗ на предмет достатності їх інформації щодо нефункційних характеристик-складових якості ПЗ (функційна придатність, ефективність, надійність, сумісність, зручність використання, можливість переносу, супроводжуваність, захищеність -відповідно до ISO 25010:2011). Але недоліком такого рішення є те, що на сьогодні вибір інформації щодо нефункційних характеристик зі специфікації вимог до реального ПЗ реалізується вручну, хоча необхідним є автоматизований семантичний розбір природомовної специфікації на предмет пошуку атрибутів, необхідних для визначення нефункційних характеристик-складових якості ПЗ.…”

Section: вступunclassified

Method of Functioning and Realization of Ontology-Based Intelligent Agent for Parsing the Natural-Language Software Requirements Specifications

PAVLOVA,

BODNAR,

HNATCHUK

2020

KhmNU.TS

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The paper is devoted to development of ontology-based intelligent agent for parsing the natural-language software requirements specifications. The paper develops a method of functioning, structure and realization of ontology-based intelligent agent for parsing the natural-language software requirements specifications. The simplicity of the method of functioning the intelligent agent provides high-speed parsing of natural-language specifications. The developed intelligent agent makes it possible to perform the analysis of natural-language specifications to determine the presence or absence of attributes needed to determine the non-functional characteristics-components of software quality. As a result of such parsing, the proposed intelligent agent determines the number and percentage of missing attributes, displays which attributes are missing for a particular subcharacteristics of non-functional characteristics, and also forms a real ontology for non-functional characteristics. The results of the operation of the intelligent agent are then used to assess the sufficiency of information (attributes) to determine the non-functional characteristics-components of software quality, and can also be used as recommendations for developers of specifications (requirements’ engineers) with the purpose of providing the maximum quantity of attributes, which are necessary to determine the non-functional characteristics, in the specifications of software requirements.

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Method of Activity of Ontology-Based Intelligent Agent for Evaluating Initial Stages of the Software Lifecycle

Cited by 13 publications

References 12 publications

System-Information and Cognitive Technologies of Man-Made Infrastructure Cyber Security

System-Information and Cognitive Technologies of Man-Made Infrastructure Cyber Security

Theoretical and Methodological Aspects of Ontological Modeling of Information-Analytical System of Scientific Personnel Training

Method of Functioning and Realization of Ontology-Based Intelligent Agent for Parsing the Natural-Language Software Requirements Specifications

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