Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations

Aleksandr Badeckiy; Oksana Medved'

doi:10.20295/1815-588X-2023-1-182-193

UDC 656.073 UDC 656.078.12

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ONTOLOGICAL APPROACH TO THE DEVELOPMENT OF UNIFIED KNOWLEDGE BASE OF MULTIMODAL TRANSPORTATIONS Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations

АА Аа

Published in Proceedings of Petersburg Transport University · Volume 20, Issue 1 · Pages 182–193 · Rubric: HIGH TECHNOLOGIES FOR TRANSPORT

DOI: https://doi.org/10.20295/1815-588X-2023-1-182-193

Received: 19.03.2023 Accepted: 20.03.2023 Published: 20.03.2023

Authors

Aleksandr Badeckiy

Oksana Medved'

Aleksandr Badeckiy

Academic degree: candidate of technical sciences

Emperor Alexander I St. Petersburg State Transport University Associate Professor · Russian Federation · St. Petersburg

Oksana Medved'

Academic degree: candidate of technical sciences

Emperor Alexander I St. Petersburg State Transport University Assistant Professor · Department of Logistics and Commercial Work · Russian Federation · Saint-Petersburg

ABSTRACT

Purpose: In the frames of ongoing digital transformation of transport complex in a whole and railway transport in particular, to give brief analytical characterization of being developed digital platforms and services. To consider promising technologies that are either at launch stage or on the way to the peak of overpriced expectations as to technological hype cycle of Gartner Research Company. To give an example of unified knowledge base as a basis of digital platform for multimodal transportation. Methods: Methods for visual structuring of information were used, in particular, mental maps (intellect-maps). To represent subject area ontology, a semantic network was used as a method for knowledge representation. Results: The pursued analysis of being developed and existing digital platforms and services has shown that besides data, there should lie at their basis more complex informational units — an active knowledge. This requires the method of data integration from disparate sources, their integration and circulation as within one industry as well as between various industries in order of knowledge generation and spread. In view of work specifics of transport various kinds, participating in multimodal transportations, the subject area, uniting all kinds of transport, should be chosen for this. The application of "cargo transportation" subject area has been justified by virtue of which, it is necessary to create management system of cargo flows on railway transport. Ontology fragment, describing "cargo transportation" domain for railway transport, has been worked out. Practical significance: The necessity of applying active knowledge to create autonomous intellectual productions on transport is shown. The use of knowledge bases, established on ontologies, will allow to raise the level of interaction of transport various kinds in "narrow" places during cargo transshipment as well as to expand the range of services, provided to customers.

KEYWORDS

Multimodal transportations, knowledge bases, ontologies, cargo traffic management, digital transformation

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Editor-in-chief

Oleg S. Valinskiy

Deputy Editor-in-chief

Dmitry Kurilkin

It@pgups.ru

Science editor

Andrey Evstaf'ev

elt@pgups.ru

Edition

zhurnala P. Redakciya

izvestia@izvestiapgups.org

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GOST

Badeckiy A. P., Medved' O. A. Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations // Proceedings of Petersburg Transport University. 2023. no. 1. pp. 182-193. DOI: https://doi.org/10.20295/1815-588X-2023-1-182-193. (Date of access 07.10.2026).

MLA

Aleksandr Badeckiy, Medved' O. A.. "Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations." Proceedings of Petersburg Transport University 20.1 (2023): 182-193. DOI: https://doi.org/10.20295/1815-588X-2023-1-182-193.

APA

Badeckiy A. P., Medved' O. A. (2023). Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations. Proceedings of Petersburg Transport University, 20(1), 182-193. https://doi.org/10.20295/1815-588X-2023-1-182-193

Chicago

Aleksandr Badeckiy, Medved' O. A.. "Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations." Proceedings of Petersburg Transport University 20, no. 1 (2023): 182-193. https://doi.org/10.20295/1815-588X-2023-1-182-193.

WIKI

{{cite journal | author = Badeckiy A. P., Medved' O. A. | title = Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations | journal = Proceedings of Petersburg Transport University | year = 2023 | volume = 20 | issue = 1 | pages = 182-193 | doi = 10.20295/1815-588X-2023-1-182-193 }}

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ONTOLOGICAL APPROACH TO THE DEVELOPMENT OF UNIFIED KNOWLEDGE BASE OF MULTIMODAL TRANSPORTATIONS Ontological Approach to the Development of Unified Knowledge Base of Multimodal Transportations

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