Ontology and Analytic Hierarchy Process in the Information and Analytical Systems

Nesterenko, Oleksandr

doi:10.1007/978-3-030-54215-3_19

Cited by 5 publications

(4 citation statements)

References 13 publications

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“…AHP suggests that a problem can be hierarchically analyzed according to the required criteria so that it is easy to examine and compare the latter independently [26]. It allows the decision maker to evaluate the alternatives systematically and scientifically through pairwise comparisons for each of the selected criteria [27]. In general, the most important steps are:  Define the problem, the criteria affecting it, and its suggested alternatives  Make a binary comparison between the main criteria and the subcriteria by finding their weight relative to the goal  Gather expert opinions by determining the relative importance, and choose the geometric mean for each comparison between two criteria  Check the consistency ratio, which should be at most 10%  Arrange the criteria using their weights…”

Section: B Analytical Hierarchy Process (Ahp)mentioning

confidence: 99%

Applying the Analytical Hierarchy Process to Identify the Challenges and Priorities of Reconstruction Projects in Iraq

Altaie,

Dishar

2024

Eng. Technol. Appl. Sci. Res.

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Reconstruction project management in the cities of Mosul, Anbar, and Tikrit, in Iraq still faces major obstacles that impede the comprehensive performance of these projects. It is thus necessary to improve the arising challenge estimation in the implementation of reconstruction projects and evaluate their components: time, cost, quality, and scope. This study used the Analytical Hierarchy Process (AHP) to prioritize major and minor criteria in the influential causes of challenges and formulate a mathematical model to help decision-makers estimate them. Using the Super Decisions software, the final results indicated that changes in scope reached 40.8%, which is the greatest difficulty, followed by changes in cost at 27.6%, changes in time at 13.5%, and changes in quality at 18.11%. The results of the essential subcriteria also indicated that underlying issues still exist in the Iraqi construction industry and that quick solutions are vital. Five mathematical equations were formulated to develop a model to estimate changes that introduce challenges in time, cost, quality, and scope and so to help decision-makers assess the level of these changes and identify challenges. This study recommended addressing these variables through realistic administrative and methodological strategies to consider changes, challenges, and available opportunities.

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Section: B Analytical Hierarchy Process (Ahp)mentioning

confidence: 99%

Applying the Analytical Hierarchy Process to Identify the Challenges and Priorities of Reconstruction Projects in Iraq

Altaie,

Dishar

2024

Eng. Technol. Appl. Sci. Res.

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“…To construct a prediction model of geothermal potential using AHP, the following steps can be undertaken [76]:…”

Section: Establishing Evidence Factor Weights Via Ahpmentioning

confidence: 99%

Geothermal Spatial Potential and Distribution Assessment Using a Hierarchical Structure Model Combining GIS, Remote Sensing, and Geophysical Techniques—A Case Study of Dali’s Eryuan Area

Zhang,

et al. 2023

Energies

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The assessment of geothermal potential has gained prominence among scholars, with a focus on establishing a reliable prediction model to reduce development risks. However, little attention has been given to predicting and evaluating the geothermal potential in Dali’s Eryuan area. This study introduces a novel hierarchical model integrating remote sensing, a Geographic Information System (GIS), and geophysics for the first-ever effective prediction of geothermal potential in Eryuan. The dataset includes lithology, seismic epicenter data, fault distribution, Bouguer gravity anomalies, SRTM-DEM images, and Landsat 8 remote sensing images. These datasets are converted into evidence maps and normalized to generate distinct evidence factor layers. Using the Analytic Hierarchy Process (AHP), a hierarchical model establishes weights for each evidence factor, resulting in a comprehensive prediction map. The results reveal the overall favorable geothermal potential in Eryuan, except the central area. Key hotspots include the Niujie–Sanying–Gromwell Lake and Liantie–Qiaohou, followed by the Youshou, Dengchuan, and Xixiang towns. Validation against known hot springs confirms the model’s accuracy and reliability.

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“…Recently, the representation in the form of a particular set of ontologies has been considered the most adequate one among the existing approaches to the representation of information models in the environment of analytical systems [19,20].…”

Section: ( ) ( ) ( ( ) ( ) ( )) Z T F Z T X T H Y T U T Y T G Z T X T...mentioning

confidence: 99%

“…There are many methods for analyzing multicriteria situations. One of the recognized approaches in overcoming this problem is the analytic hierarchy process (AHP) [20]. As you know, this method refers to the interactive (expert) methods.…”

Section: ( ) ( ) ( ( ) ( ) ( )) Z T F Z T X T H Y T U T Y T G Z T X T...mentioning

confidence: 99%

Methodology for Designing Analytical Information Systems for Administrative Management

Trofymchuk¹,

Nesterenko²,

Netesin³

2022

Sci. innov.

Self Cite

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Introduction. In the field of administrative management, the intensity of management activities and the amount of information that needs to be processed for decision-making are constantly growing. In these conditions, the use of new information technologies in the analytical information activities of administrative bodies and the construction of appropriate automated systems is of particular importance.Problem Statement. There is an urgent need for a new approach to solving problems related to the develop ment of analytical information activities and the automation of administrative activities of the authorities. Such an approach should be based on information, consider the modern idea of information as an intellectual product, i.e. knowledge, and as a resource of society, and ensure the complexity of solutions.Purpose. The purpose of this research is to develop a methodology for designing analytical systems based on the integration of concepts, models, methods and information technologies, given the requirements for the comp lexity of solutions.Materials and Methods. The methodology is based on concepts, models, methods, and information technologies, given the requirements for complexity, support for management decisions based on knowledge-oriented tools, their comprehensive information support, support for document processing, information and cybersecurity, as well as the integration of analytical information systems with interoperability.Results. Based on the study, an example of methodology for building a typical information and analytical system of administrative bodies has been proposed. It can be used in the construction of automated systems in various governments, in particular regional government.Conclusions. The theoretical foundation is the regulations for the processing of document flows in the administrative authorities, based on the requirements of the policy of enforcement. The practical significance of the obtained results is the creation of a scientific and methodological framework for building analytical information systems in various areas of administrative management.

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Ontology and Analytic Hierarchy Process in the Information and Analytical Systems

Cited by 5 publications

References 13 publications

Applying the Analytical Hierarchy Process to Identify the Challenges and Priorities of Reconstruction Projects in Iraq

Applying the Analytical Hierarchy Process to Identify the Challenges and Priorities of Reconstruction Projects in Iraq

Geothermal Spatial Potential and Distribution Assessment Using a Hierarchical Structure Model Combining GIS, Remote Sensing, and Geophysical Techniques—A Case Study of Dali’s Eryuan Area

Methodology for Designing Analytical Information Systems for Administrative Management

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