Web Application for Testing Intelligent System Based on the Theory of Multioperations

  • Sergey Todikov Saint Petersburg Electrotechnical University, 5, building 3, st. Professora Popova, 197022, Saint Petersburg, Russia http://orcid.org/0000-0002-1249-6838
  • Arina Pokazatskaia Saint Petersburg Electrotechnical University, 5, building 3, st. Professora Popova, 197022, Saint Petersburg, Russia
Keywords: интеллектуальная система, свойство объяснимости, теория мультиопераций, система включений, web-приложение

Abstract

The article describes the realization of two of three modules of an intelligent system which are based on the theory of multioperations. A relational model is used for keeping data. The multioperation inclusion system applies for solving the problem of uncertainty about which elements are stored in tables of the database. The solution of the system of inclusions is a partial solution where instead of symptoms specific values are substituted which are determined with the help of physical parameters of the patient and model of symptoms. This approach allows to get an explanation of the result on the client side without loading the server. Human-machine interface allows users to interact with the system. In the article the additional functionality of the system is also described: adding and changing the system of inclusions, recording user’s data, etc. The developed web-application allows testing the approach to building an intelligent system with explanation property which is based on the theory of multioperations.

Author Biographies

Sergey Todikov, Saint Petersburg Electrotechnical University, 5, building 3, st. Professora Popova, 197022, Saint Petersburg, Russia

Assistant, Department of Computer Science, St. Petersburg Electrotechnical University “LETI”, sergeytodikov@gmail.com

Arina Pokazatskaia, Saint Petersburg Electrotechnical University, 5, building 3, st. Professora Popova, 197022, Saint Petersburg, Russia

Student, Department of Computer Science, St. Petersburg Electrotechnical University “LETI”, avpokazatskaya@gmail.com

References

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Published
2024-04-15
How to Cite
Todikov, S., & Pokazatskaia, A. (2024). Web Application for Testing Intelligent System Based on the Theory of Multioperations. Computer Tools in Education, (1), 58-70. https://doi.org/10.32603/2071-2340-2024-1-58-70
Section
Computer science