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Individualization of User Interfaces of Intelligent Systems Based on Semantic Model

https://doi.org/10.35596/1729-7648-2023-29-3-54-63

Abstract

The paper proposes an approach to the individualization of user interfaces based on the integration of existing ontologies in the form of a single semantic model. The relevance of the work is due to the need to improve the efficiency and usability of user interfaces of intelligent systems. Guidelines for applying software individualization to achieve the highest possible level of usability based on ISO 9241-129:2010 and existing ontologies for implementing individualization are reviewed. A semantic model is developed to provide individualization of user interfaces of ostis-systems. The model is implemented within the framework of the Nika intelligent dialog assistant and is a reusable component, the use of which allows to reduce the cost of development of intelligent systems that require user interface individualization possibility.

About the Author

M. E. Sadouski
Belarusian State University of Informatics and Radioelectronics
Belarus

Sadouski Mikhail Efimovich - Senior Lecturer at the Department of Intelligent Information Technologies

220013, Minsk, P. Brovki St., 6

Tel.: +375 29 721-60-63



References

1. Mikhnevich S. Yu., Tsezhar A. A. (2023) Evolution of the Concept of Interoperability of Open Information Systems. Digital Transformation. 29 (2), 60–66. https://doi.org/10.35596/1729-7648-2023-29-2-60-66 (in Russian).

2. Goloventchik G. G. (2022) Digital Technologies are a Key Driver of the Development of Smart Cities: Analysis of World Rankings. Digital Transformation. 28 (1), 5–19. https://doi.org/10.35596/2522-9613-2022-28-1-5-19 (in Russian).

3. Davydenko I. (2018) Semantic Models, Methods and Tools of Knowledge Bases Coordinated Development Based on Reusable Components. Open Semantic Technologies for Intelligent Systems (OSTIS-2018). Proceedings of the International Scientific and Technical Conference, Minsk, Febr. 15–17. Minsk, Belarusian State University of Informatics and Radioelectronics. 99–118.

4. Heckmann D., Schwartz T., Brandherm B., Schmitz M., von Wilamowitz-Moellendorff M. (2005) GUMO – the General User Model Ontology. User Modeling. 3538. DOI: 10.1007/11527886_58.

5. Maalej M., Mtibaa A., Gargouri F. (2018) Ontology-Based User Model for Personalized Search in a Social Network. Research in Computing Science. 147 (10), 87–106. DOI: 10.13053/rcs-147-10-8.

6. Golenkov V. (2023) Technology for Comprehensive Life Cycle Support of Semantically Compatible, Next-Generation Intelligent Computer Systems. Minsk, Bestprint Publ. 1064 (in Russian).

7. Yigitbas E., Jovanovikj I., Biermeier K., Sauer S., Engels G. (2020) Integrated Model-Driven Development of Self-Adaptive User Interfaces. Software and Systems Modeling. (19), 1057–1081. DOI: 10.1007/s10270-020-00777-7.

8. Sadouski M. (2022) Semantic-Based Design of an Adaptive User Interface. Open Semantic Technologies forIntelligent Systems (OSTIS-2021). Communications in Computer and Information Science. 1625, 165–191. DOI: 10.1007/978-3-031-15882-7_10.

9. Gribova V. V., Tarasov A. V. (2005) Model of Ontology of the Subject Area “Graphical User Interface”. Informatics and Control Systems. (1), 80–90 (in Russian).

10. Silva T., Hak J., Winckler M. (2017) A Formal Ontology for Describing Interactive Behaviors and Supporting Automated Testing on User Interfaces. International Journal of Semantic Computing. (11), 513–539. DOI: 10.1142/S1793351X17400219.

11. Sadouski M. (2022) The Structure of Next-Generation Intelligent Computer System Interfaces. Open Semantic Technologies for Intelligent Systems (OSTIS-2022). Collection of Scientific Papers. Minsk, Belarusian State University of Informatics and Radioelectronics. 6, 199–208.

12. Sytnik A. A., Shulga T. E., Danilov N. A. (2018) Ontology of the “Software Usability” Domain. Proceedings of the Institute for System Programming of the RAS. 30 (2), 195–214. https://doi.org/10.15514/ISPRAS-2018-30(2)-10 (in Russian).

13. Golenkov V. V., Guliakina N. A. (2014) An open Semantic Technology Project for Component-Based Design of Intelligent Systems. Part 1: Principles of creation. Design Ontology. 11 (1), 42–64 (in Russian).

14. Golenkov V. V. et al. (2018) From Training Intelligent Systems to Training their Development Tools. Open Semantic Technologies for Intelligent Systems (OSTIS-2018). Proceedings of the International Scientific and Technical Conference, Minsk, Febr. 15–17. Minsk, Belarusian State University of Informatics and Radioelectronics. 81–98.


Review

For citations:


Sadouski M.E. Individualization of User Interfaces of Intelligent Systems Based on Semantic Model. Digital Transformation. 2023;29(3):54-63. (In Russ.) https://doi.org/10.35596/1729-7648-2023-29-3-54-63

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ISSN 2522-9613 (Print)
ISSN 2524-2822 (Online)