Preview

Informatics

Advanced search

Basics of the semantic portal of nuclear knowledge BelNET functioning

https://doi.org/10.37661/1816-0301-2024-21-2-7-23

Abstract

Object ives. The possibility of using semantic technologies for the development and improvement of the content management system of the scientific and educational portal eLab-Science and the Belarusian nuclear knowledge portal BelNET (Belarusian Nuclear Education and Training Portal, https://belnet.by/) created on its basis is being considered.
Methods. Original algorithms for automatic systematization have been developed, such as placing content records in the portal taxonomy based on semantic technologies and generating a list of keywords. The following concepts of semantic technologies are used: taxonomy (hierarchical structure of the portal), thesaurus, glossary. Resul t s. The developed algorithms were implemented and tested using a full-text search tool and the original Belarusian glossary on nuclear and radiation safety.
Conclusion. The described basic principles of organization and algorithms based on semantic technologies, which underlie the functioning of the content management system of the scientific and educational portal eLab-Science and the Belarusian nuclear knowledge portal BelNET, created on its basis, make it possible to effectively implement the placement of content records in the portal taxonomy, as well as automatically generate a set of keywords for the resource being created

About the Authors

S. N. Sytovа
https://belnet.by/
Institute for Nuclear Problems of Belarusian State University
Belarus

Svetlana N. Sytova, Ph. D. (Phys.-Math.), Assoc. Prof., Head of the Laboratory

st. Bobruiskaya, 11, Minsk, 220006



V. V. Haurylavets
Institute for Nuclear Problems of Belarusian State University
Belarus

Viktar V. Haurylavets, Researcher

st. Bobruiskaya, 11, Minsk, 220006



A. P. Dunets
Institute for Nuclear Problems of Belarusian State University
Belarus

Andrei P. Dunets, Senior Researcher

st. Bobruiskaya, 11, Minsk, 220006



A. N. Kavalenka
Institute for Nuclear Problems of Belarusian State University
Belarus

Anton N. Kavalenka, Senior Researcher

st. Bobruiskaya, 11, Minsk, 220006



S. V. Charapitsa
Institute for Nuclear Problems of Belarusian State University
Belarus

Siarhei V. Charapitsa, Ph. D. (Phys.-Math.), Assoc. Prof., Leading Researcher

st. Bobruiskaya, 11, Minsk, 220006



References

1. Maintaining Knowledge, Training and Infrastructure for Research and Development in Nuclear Safety: INSAG-16. Vienna, IAEA, 2003, 19 p.

2. Knowledge Management for Nuclear Industry Operating Organizations. IAEA-TECDOC-1510. Vienna, IAEA, 2006, 185 p.

3. Knowledge Management and Its Implementation in Nuclear Organizations. IAEA Nuclear Energy Series No. NG-T-6. 10. Vienna, IAEA, 2016, 52 p.

4. Managing Nuclear Safety Knowledge: National Approaches and Experience. Safety Reports Series No. 105. Vienna, IAEA, 2021, 45 p.

5. Arsentev S. V. Corporate system of modern nuclear knowledge. Global'naja jadernaja bezopasnost' [Global Nuclear Security], 2023, no. 1(46), pр. 92–103 (In Russ.).

6. Exploring Semantic Technologies and Their Application to Nuclear Knowledge Management. IAEA Nuclear Energy Series No. NG-T-6.15. Vienna, IAEA, 2021, 62 p.

7. Sytova S. N. Nuclear knowledge management system in the Republic of Belarus. Zhurnal Belorusskogo gosudarstvennogo universiteta. Fizika [Journal of the Belarusian State University. Physics], 2022, no. 2, pр. 87–98 (In Russ.).

8. Sytova S. N., Bartkevich A. R., Verenich K. A., Gavrilovec V. V., Gurachevskij V. L., ..., Cherepica S. V. Nuclear knowledge management in the scientific and technical information system of the Republic of Belarus. Razvitie informatizacii i gosudarstvennoj sistemy nauchno-tehnicheskoj informacii (RINTI-2022) : doklady XXI Mezhdunarodnoj nauchno-tehnicheskoj konferencii, Minsk, 17 nojabrja 2022 g. [Development of Informatization and the State System of Scientific and Technical Information (RINTI-2022) : Reports of the XXI International Scientific and Technical Conference, Minsk, 17 November 2022]. Minsk, Ob''edinennyj institut problem informatiki Nacional'noj akademii nauk Belarusi, 2022, pр. 265–269 (In Russ.).

9. Sytova S., Charapitsa S., Kavalenka A., Dunets A., Haurilavets V. Nuclear knowledge management in the Republic of Belarus. Nonlinear Dynamics and Applications, 2022, vol. 28, pр. 440–449.

10. Sytova S. N., Bartkevich A. R., Verenich K. A., Gavrilovec V. V., Dunec A. P., ..., Cherepica S. V. Belarusian nuclear knowledge portal BelNET: yesterday, today, tomorrow. Saharovskie chtenija 2023 goda: jekologicheskie problemy XXI veka : materialy 23-j Mezhdunarodnoj nauchnoj konferencii, Minsk, Belarus', 18–19 maja 2023 g. : v 2 chastjah [Sakharov Readings 2023: Environmental Problems of the XXI Century : Materials of the 23rd International Scientific Conference, Minsk, Belarus, 18–19 May 2023 : in 2 Parts]. Minsk, 2023, part 2, p. 158–162 (In Russ.).

11. Dobrov B. V., Ivanov V. V., Lukashevich N. V., Solov'ev V. D. Ontologii i tezaurusy: modeli, instrumenty. Ontologies and Thesauri: Models, Tools. Moscow, Binom. Laboratoriya znanij, 2009, 173 p. (In Russ.).

12. Lukashevich N. V. Tezaurusy v zadachah informacionnogo poiska. Thesauruses in Information Retrieval Tasks. Moscow, Izdatel'stvo Moskovskogo gosudarstvennogo universiteta, 2011, 512 p. (In Russ.).

13. Kirillovich A. V., Bashirov A. M., Gatiatullin A. R. Software system for developing a multilingual thesaurus. Programmnye produkty i sistemy [Software & Systems], 2018, vol. 31, рр.112–120 (In Russ.).

14. UNESCO SC/W/255. Guidelines for the Establishment and Development of Monolingual Thesauri. New York, UNESCO, 1973, 37 p.

15. INIS Thesaurus. English Version. IAEA-INIS Reference Series. IAEA-INIS-01 (2018/09). Vienna, IAEA, 2018, 1312 p.

16. Mihalevich M. M., Tushin N. N. On the linguistic aspects of the preparation of the national glossary on nuclear and radiation safety of the Republic of Belarus. Saharovskie chtenija 2022 goda: jekologicheskie problemy XXI veka : materialy 22-j Mezhdunarodnoj nauchnoj konferencii, Minsk, Belarus', 19–20 maja 2022 g. : v 2 chastjah [Sakharov Readings 2022: Environmental Problems of the XXI Century : Materials of the 22nd International Scientific Conference, Minsk, Belarus, 19–20 May 2022 : in 2 Parts]. Minsk, 2022, part 1, pр. 176−179 (In Russ.).

17. Sytova S. N., Dunets A. P., Kovalenko A. N., Mazanik A. L., Sidorovich T. P., Charapitsa S. V. Information system eLab for accredited testing laboratories. Informatika [Informatics], 2017, no. 3(55), рр. 49–61 (In Russ.).

18. Sytova S. N. Informacionnaya sistema eLab v nauke, praktike, obrazovanii. Information System eLab in Science, Practice, Education. Minsk, Izdatel'skij centr Belorusskogo gosudarstvennogo universiteta, 2021, 202 p. (In Russ.).

19. Marca D. A., McGowan C. L. Sadt: Structured Analysis and Design Techniques. McGraw-Hill, 1987, 392 р.

20. Lovins J. B. Development of a stemming algorithm. Mechanical Translation and Computational Linguistics, 1968, vol. 11, рр. 22–31.

21. Frakes W. B., Fox C. J. Strength and similarity of affix removal stemming algorithms. SIGIR Forum. 2003, vol. 37, рр. 26–30.


Supplementary files

Review

For citations:


Sytovа S.N., Haurylavets V.V., Dunets A.P., Kavalenka A.N., Charapitsa S.V. Basics of the semantic portal of nuclear knowledge BelNET functioning. Informatics. 2024;21(2):7-23. (In Russ.) https://doi.org/10.37661/1816-0301-2024-21-2-7-23

Views: 37


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1816-0301 (Print)
ISSN 2617-6963 (Online)