Development of a software system to support the operation of a taxi service using artificial neural networks

- Корнілов, Р.В. (orcid.org/0009-0007-0161-1021) and Гриб'юк, О.О. (orcid.org/0000-0003-3402-0520) (2024) Development of a software system to support the operation of a taxi service using artificial neural networks In: Математичні дослідження здобувачів вищої освіти і молодих учених як підгрунтя технічного та економічного відновлення України: матеріали Всеукраїнської науково-практичної конференції здобувачів вищої освіти та молодих вчених . ХНАДУ, м. Харків, Україна, pp. 165-173.

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Abstract

The developed web application for ordering a taxi can operate as an automated system without the need for a dispatcher. It can be accessed from any web browser, has an easy-to-understand interface and is competitive among other online taxi ordering services. The system's functionality is enhanced with additional features for optimal trip management and statistics collection. Taking into account the test results, we can confidently state that the research goal has been achieved and the project objectives have been fully met. The study of modern development tools allowed us to build an optimal architecture of the web application and establish a clear logic of communication between its various parts. It also made it possible to select the necessary libraries and frameworks for the project, avoiding unnecessary burden.

Item Type:	Book Section
Keywords:	neural networks, exploratory learning, variational models, computer modelling, СOMSRL, Taximaster, software system.
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.2 Computer architecture Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.4 Software Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.5 Human-computer interaction. Man-machine interface. User interface. User environment Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 ІКТ ( Application-oriented computer-based techniques ) > 004.94 Simulation
Divisions:	Institute for Digitalisation of Education > Department of Cloud-Oriented Systems and Artificial Intelligence in Education
Depositing User:	Старший науковий співробітник О.О. Гриб'юк
Date Deposited:	05 Jul 2024 11:40
Last Modified:	05 Jul 2024 11:40
URI:	https://lib.iitta.gov.ua/id/eprint/741678

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