Information system for assessing maturity level of an organization
Introduction. The paper considers problems of creating information support for solving the task of assessing the maturity level of an organization. It is proposed to use intelligent information systems, i.e. expert systems. Substantive aspects of various stages of creating such systems are briefly d...
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| Format: | Article |
| Language: | Russian |
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Don State Technical University
2020-10-01
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| Series: | Advanced Engineering Research |
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| Online Access: | https://www.vestnik-donstu.ru/jour/article/view/1698 |
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| author | I. N. Nurutdinova L. A. Dimitrova |
| author_facet | I. N. Nurutdinova L. A. Dimitrova |
| author_sort | I. N. Nurutdinova |
| collection | DOAJ |
| description | Introduction. The paper considers problems of creating information support for solving the task of assessing the maturity level of an organization. It is proposed to use intelligent information systems, i.e. expert systems. Substantive aspects of various stages of creating such systems are briefly described; the expert system architecture, which is based on using a fuzzy expert knowledge base, is given. The work objective was to create new software to solve the problem of assessing the maturity level of an organization. Materials and Methods. Previously performed modeling of the subject domain under consideration allowed us to create a knowledge base in the form of production memory, which is the basis of the fuzzy inference mechanism. The software is written in PHP and is suitable for embedding in complex web applications. The software system is a web application written primarily in PHP and JavaScript. The software works in all modern web browsers, which accelerates significantly the implementation and deployment based on both the parent-enterprise and its subsidiaries.Results. New software has been created to automate the processing of questionnaires during the organization’s selfassessment based on key indicators, as well as considering 6 main groups of the quality management system indicators. Application of the program will significantly speed up the process of input and processing of expert information required for self-assessment. The program provides organizations to get an adequate idea of the opportunities and prospects for improving the organization’s quality management system. Some fragments of the software system interface are given. Discussion and Conclusions. The proposed software can be used to determine the level of maturity of an organization. The application of Web-technologies improves usability, reduces software support costs. The software can be both deployed in the existing network infrastructure of a customer and used by all the functionality through connecting to a remote server. The software is optimized for various screen resolutions, which allows you to use it not only at the central office, but also when analyzing the quality management system of corporate customers. The traffic generated by the web application is optimized for working with mobile devices with a low-speed Internet connection. Application of the program will significantly reduce the time for users to enter and process expert information required for the problem solving and to eliminate duplication of information. |
| format | Article |
| id | doaj-art-dba7921d839a43c3b9a5bfd1fcf36d03 |
| institution | Matheson Library |
| issn | 2687-1653 |
| language | Russian |
| publishDate | 2020-10-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Advanced Engineering Research |
| spelling | doaj-art-dba7921d839a43c3b9a5bfd1fcf36d032025-08-04T12:52:56ZrusDon State Technical UniversityAdvanced Engineering Research2687-16532020-10-0120331732410.23947/2687-1653-2020-20-3-317-3241487Information system for assessing maturity level of an organizationI. N. Nurutdinova0L. A. Dimitrova1Don State Technical UniversityDon State Technical UniversityIntroduction. The paper considers problems of creating information support for solving the task of assessing the maturity level of an organization. It is proposed to use intelligent information systems, i.e. expert systems. Substantive aspects of various stages of creating such systems are briefly described; the expert system architecture, which is based on using a fuzzy expert knowledge base, is given. The work objective was to create new software to solve the problem of assessing the maturity level of an organization. Materials and Methods. Previously performed modeling of the subject domain under consideration allowed us to create a knowledge base in the form of production memory, which is the basis of the fuzzy inference mechanism. The software is written in PHP and is suitable for embedding in complex web applications. The software system is a web application written primarily in PHP and JavaScript. The software works in all modern web browsers, which accelerates significantly the implementation and deployment based on both the parent-enterprise and its subsidiaries.Results. New software has been created to automate the processing of questionnaires during the organization’s selfassessment based on key indicators, as well as considering 6 main groups of the quality management system indicators. Application of the program will significantly speed up the process of input and processing of expert information required for self-assessment. The program provides organizations to get an adequate idea of the opportunities and prospects for improving the organization’s quality management system. Some fragments of the software system interface are given. Discussion and Conclusions. The proposed software can be used to determine the level of maturity of an organization. The application of Web-technologies improves usability, reduces software support costs. The software can be both deployed in the existing network infrastructure of a customer and used by all the functionality through connecting to a remote server. The software is optimized for various screen resolutions, which allows you to use it not only at the central office, but also when analyzing the quality management system of corporate customers. The traffic generated by the web application is optimized for working with mobile devices with a low-speed Internet connection. Application of the program will significantly reduce the time for users to enter and process expert information required for the problem solving and to eliminate duplication of information.https://www.vestnik-donstu.ru/jour/article/view/1698information supportquality management systemlevel of maturity of an organizationself-assessmentexpert systems |
| spellingShingle | I. N. Nurutdinova L. A. Dimitrova Information system for assessing maturity level of an organization Advanced Engineering Research information support quality management system level of maturity of an organization self-assessment expert systems |
| title | Information system for assessing maturity level of an organization |
| title_full | Information system for assessing maturity level of an organization |
| title_fullStr | Information system for assessing maturity level of an organization |
| title_full_unstemmed | Information system for assessing maturity level of an organization |
| title_short | Information system for assessing maturity level of an organization |
| title_sort | information system for assessing maturity level of an organization |
| topic | information support quality management system level of maturity of an organization self-assessment expert systems |
| url | https://www.vestnik-donstu.ru/jour/article/view/1698 |
| work_keys_str_mv | AT innurutdinova informationsystemforassessingmaturitylevelofanorganization AT ladimitrova informationsystemforassessingmaturitylevelofanorganization |