Integration Approach to Documentation Based on Metagraphs
( Pp. 116-123)
More about authors
Seliverstova Anastasia V.
senior lecturer, Department of Information Processing and Management Systems
Bauman Moscow State Technical University
Moscow, Russian Federation Vinogradova Maria V. Cand. Sci. (Eng.); associate professor, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation Loseva Svetlana S. assistant lecturer, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation Gapanyuk Yuriy E. Cand. Sci. (Eng.); associate professor, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation
Bauman Moscow State Technical University
Moscow, Russian Federation Vinogradova Maria V. Cand. Sci. (Eng.); associate professor, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation Loseva Svetlana S. assistant lecturer, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation Gapanyuk Yuriy E. Cand. Sci. (Eng.); associate professor, Department of Information Processing and Management Systems; Bauman Moscow State Technical University; Moscow, Russian Federation
Abstract:
This article provides an overview of the integration approach to documentation based on metagraphs. This approach synthesizes the principles of documenting methods of working with graph data structures, allowing you to describe the relationships and interactions between various elements of information in the documentation. The article examines the importance of metagraphs for the organization of information, their impact on structuring and the value of documentation for users. The architectural framework of metagraphs, their flexibility in adapting to changing requirements, as well as their role in ensuring consistency and quality of the material are analyzed in detail. The use of metadata and meta-texts for structuring information, sharing and coordinating efforts in a team is considered. The article highlights the advantages of the integration approach to documentation based on metagraphs in creating a unified understanding of the subject area and simplifying work with distributed data.
How to Cite:
Seliverstova A.V., Vinogradova M.V., Loseva S.S., Gapanyuk Yu.E. Integration Approach to Documentation Based on Metagraphs. Computational Nanotechnology. 2024. Vol. 11. No. 5. Pp. 116–123. (In Rus.). DOI: 10.33693/2313-223X-2024-11-5-116-123. EDN: BXPUIZ
Reference list:
Basu A., Blanning R.V. Metagraphs and their applications. New York: Springer, 2007.
Globa L.S., Ternovoy M.Yu., Shtogrina E.S. Metagraphs as the basis for the representation and use of fuzzy knowledge bases. In: Open semantic technologies for designing intelligent systems = Open Semantic Technologies for Intelligent Systems (OSTIS-2015). Materials of the V international scientific-technical conf. (Minsk, February 19–21, 2015). V.V. Golenkov (chief ed.) et al. Minsk: BSUIR, 2015. Pp. 237–240.
Astanin S.V., Dragnysh N.V., Zhukovskaya N.K. Nested metagraphs as models of complex objects. Engineering Bulletin of the Don. 2012. No. 4. URL: ivdon.ru/ru/magazine/archive/n4p2y2012/1434
Gapanyuk Yu.E., Revunkov G.I., Samokhvalov E.N. Using metagraphs to describe the semantics and pragmatics of information systems. Herald of the Bauman Moscow State Technical University. Serie: Instrument Making. 2015. No. 1. Pp. 83–99. (In Rus.)
Gapanyuk Yu.E., Kaganov Yu.T., Revunkov G.I. et al. Metagraph approach for describing hybrid intelligent information systems. Applied Computer Science. 2017. No. 3 (69). Vol. 12. Pp. 57–79. (In Rus.)
Gapanyuk Yu.E., Terekhov V.I., Chernenky V.M. Representation of complex networks based on metagraphs. In: Neuroinformatics-2016. Collection of scientific works of XVIII All-Russian Scientific and Technical Conference. Part 1. Moscow: National Research Nuclear University MEPhI, 2016. Pp. 173–178.
Gapanyuk Yu.E., Eliseev G.B., Revunkov G.I., Semenchenko I.I. Implementation of metagraph processing using the actor approach. Dynamics of Complex Systems – XXI Century. 2019. Vol. 13. No. 4. Pp. 36–45. (In Rus.)
Goryachkin B.S., Seliverstova A.V., Shirokov P.Yu. Analysis and assessment of VPN technologies. Natural and Technical Sciences. 2023. (In Rus.)
Goryachkin B.S., Seliverstova A.V., Shirokov P.Yu. Optimization for VPN latency. In: Collection of the II All-Russian Scientific Conference “Artificial intelligence in automated control and data processing systems”. 2023.
Vinogradova M.V., Larionov A.S. An approach to the automatic determination and analysis of data conversion problems during the integration of information systems. Mathematical Methods in Technologies and Engineering 2023. No. 4. Pp. 100–104. (In Rus.)
Vinogradova M.V., Larionov A.S. Construction of business process models for the knowledge base of an enterprise information system based on the analysis of user actions. Mathematical Methods in Technologies and Engineering. 2021. No. 4. Pp. 61–69. (In Rus.)
Gapanyuk Yu.E., Zonova A.V., Lyalin A.I. et al. Features of the implementation of metagraph agents based on the production approach. Dynamics of Complex Systems – XXI Century. 2023. Vol. 17. No. 3. Pp. 78–84. (In Rus.)
Belousov E.A., Erokhin I.A., Zvonarev A.E. et al. Metagraphic description of image semantics. Natural and Technical Sciences. 2021. No. 7 (158). Pp. 179–182. (In Rus.)
Gapanyuk Yu.E. Extension of metagraph model on the basis of protograph approach. Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications. 2023. Vol. 33. Issue 3. Pp. 300–305.
Krivenko A.S., Shtogrina E.S. Metagraph visualization method. Scientific and Technical Bulletin of Information Technologies, Mechanics and Optics of the St. Petersburg National Research University ITMO. 2014. No. 3 (91). Pp. 124–130. (In Rus.)
Globa L.S., Ternovoy M.Yu., Shtogrina E.S. Metagraphs as the basis for the representation and use of fuzzy knowledge bases. In: Open semantic technologies for designing intelligent systems = Open Semantic Technologies for Intelligent Systems (OSTIS-2015). Materials of the V international scientific-technical conf. (Minsk, February 19–21, 2015). V.V. Golenkov (chief ed.) et al. Minsk: BSUIR, 2015. Pp. 237–240.
Astanin S.V., Dragnysh N.V., Zhukovskaya N.K. Nested metagraphs as models of complex objects. Engineering Bulletin of the Don. 2012. No. 4. URL: ivdon.ru/ru/magazine/archive/n4p2y2012/1434
Gapanyuk Yu.E., Revunkov G.I., Samokhvalov E.N. Using metagraphs to describe the semantics and pragmatics of information systems. Herald of the Bauman Moscow State Technical University. Serie: Instrument Making. 2015. No. 1. Pp. 83–99. (In Rus.)
Gapanyuk Yu.E., Kaganov Yu.T., Revunkov G.I. et al. Metagraph approach for describing hybrid intelligent information systems. Applied Computer Science. 2017. No. 3 (69). Vol. 12. Pp. 57–79. (In Rus.)
Gapanyuk Yu.E., Terekhov V.I., Chernenky V.M. Representation of complex networks based on metagraphs. In: Neuroinformatics-2016. Collection of scientific works of XVIII All-Russian Scientific and Technical Conference. Part 1. Moscow: National Research Nuclear University MEPhI, 2016. Pp. 173–178.
Gapanyuk Yu.E., Eliseev G.B., Revunkov G.I., Semenchenko I.I. Implementation of metagraph processing using the actor approach. Dynamics of Complex Systems – XXI Century. 2019. Vol. 13. No. 4. Pp. 36–45. (In Rus.)
Goryachkin B.S., Seliverstova A.V., Shirokov P.Yu. Analysis and assessment of VPN technologies. Natural and Technical Sciences. 2023. (In Rus.)
Goryachkin B.S., Seliverstova A.V., Shirokov P.Yu. Optimization for VPN latency. In: Collection of the II All-Russian Scientific Conference “Artificial intelligence in automated control and data processing systems”. 2023.
Vinogradova M.V., Larionov A.S. An approach to the automatic determination and analysis of data conversion problems during the integration of information systems. Mathematical Methods in Technologies and Engineering 2023. No. 4. Pp. 100–104. (In Rus.)
Vinogradova M.V., Larionov A.S. Construction of business process models for the knowledge base of an enterprise information system based on the analysis of user actions. Mathematical Methods in Technologies and Engineering. 2021. No. 4. Pp. 61–69. (In Rus.)
Gapanyuk Yu.E., Zonova A.V., Lyalin A.I. et al. Features of the implementation of metagraph agents based on the production approach. Dynamics of Complex Systems – XXI Century. 2023. Vol. 17. No. 3. Pp. 78–84. (In Rus.)
Belousov E.A., Erokhin I.A., Zvonarev A.E. et al. Metagraphic description of image semantics. Natural and Technical Sciences. 2021. No. 7 (158). Pp. 179–182. (In Rus.)
Gapanyuk Yu.E. Extension of metagraph model on the basis of protograph approach. Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications. 2023. Vol. 33. Issue 3. Pp. 300–305.
Krivenko A.S., Shtogrina E.S. Metagraph visualization method. Scientific and Technical Bulletin of Information Technologies, Mechanics and Optics of the St. Petersburg National Research University ITMO. 2014. No. 3 (91). Pp. 124–130. (In Rus.)
Keywords:
integration approach, documentation, metagraphs, information organization, structuring, metadata, meta-top, flexibility, consistency, data representation, distributed data.
Related Articles
DEBATING ISSUES OF HISTORY Pages: 21-28 DOI: 10.33693/2658-4654-2024-6-3-21-28 Issue №143766
Electronic Historical Sources: Definition, Classification, Physical Essence, Specific Characteristics
source studies
electronic historical sources
classification of historical sources
original
authenticity
Show more
4. Criminal; Criminal enforcement law Pages: 80-84 Issue №6252
The legal technique for constructing the criminal law provisions in the legislation of foreign countries
legal technology
structuring
the criminal and legal norm
foreign legislation
Show more
11. Forensics; Forensic expertise; Operational and search activities Pages: 222-225 Issue №15895
SOME CRIMINAL PROCEDURE AND FORENSIC ASPECTS OF DOCUMENTATION OF THE SUBJECTS OF THE CRIMES PROVIDED FOR BY ART. 226.1 OF THE CRIMINAL CODE (SMUGGLING OF ESPECIALLY VALUABLE SPECIES OF ANIMALS)
Red book
smuggling
especially valuable species of animals
investigation
investigator
Show more
9. Forensics; Forensic expertise; Operational and search activities Pages: 227-230 Issue №13807
SOME FEATURES OF DOCUMENTATION BY THE INTERNAL AFFAIRS AGENCIES OF ORGANIZED GROUPS AND CRIMINAL NETWORKS IN THE FIELD OF DRUG BUSINESS
internal affairs agencies
crime
documentation
organized group
criminal community
Show more
5. Criminal; Criminal enforcement law Pages: 157-159 Issue №3370
Consistency and certainty of criminal law as a basic prerequisite for effective application of the rules governing its action in time and in space
the action in time
the action in space
the norm
certainty
consistency
Show more
13. MISCELLANIOUS Pages: 178-181 Issue №18017
System of methodological approaches in historical and pedagogical research
pedagogy
history
thinking
science
methodology
Show more
7. FORENSICS; FORENSIC EXPERTISE; OPERATIONAL AND SEARCH ACTIVITIES (12.00.12) Pages: 180-184 Issue №17728
Peculiarities of concept of the operatively search activities result
operative-investigative activity
operational search activities
the results of operational-investigative activity
investigative information
documentation
Show more
CRIMINAL LAW (5.1.4.) Pages: 140-144 Issue №24238
The Role of Physical Training in the Development of Professionally Significant Physical and Personal Qualities of Students of Educational Organizations of the Ministry of Internal Affairs of Russia
physical fitness
professionally significant qualities
personal qualities
motor abilities
endurance
Show more
2. CURRENT PROBLEMS OF TRAINING AND DEVELOPMENT OF INTERNAL AFFAIRS STAFF IN MODERN CONDITIONS Pages: 105-109 Issue №21338
Professional Training of Department of Internal Affairs Employees in Complex Force Actions in Operative and Service Situations
physical training
complex strength exercise
dexterity
flexibility
willpower
Show more
CRIMINAL LAW (5.1.4.) Pages: 83-87 Issue №24238
Formation and Development of Physical Qualities of Students of Educational Organizations of the Ministry of Internal Affairs of Russia
physical fitness
physical qualities
strength
agility
speed
Show more