1. SISN
  2. All Volumes and Issues
  3. Volume 14, 2023
  4. Information System for the Educational Center

Information System for the Educational Center

SISN.
2023;
Volume 14
: pp. 23 - 45
https://doi.org/10.23939/sisn2023.14.023
Authors:
  1. Ihor Chushchak
  2. Oleh Veres
  3. Lyubomyr Chyrun
  4. Liubov Kolyasa
  5. Olha Vlasenko
1
Lviv Polytechnic National University, Information Systems and Networks Department
2
Lviv Polytechnic National University, Information Systems and Network
3
Ivan Franko National University of Lviv, Applied Mathematics Department
4
Lviv Polytechnic National University, Mathematics Department
5
Osnabrück University, Institute of Computer Science; Zhytomyr Ivan Franko State University, Professional and Pedagogical, Apecial Education, Andragogy and Management Department

The goal of the research of the qualification thesis is the development of an intelligent information system of the educational centre using the Python programming language and the Django framework, the SQLite database system, and the chatbot with artificial intelligence ChatGPT. The developed system should facilitate the interaction of different types of users with learning/training centres in order to acquire new necessary skills. As you know, from now on every day more and more educational centres are opening, which provide their services for the study of this or that ability. Due to the onset of the pandemic period, all such educational centres are transferring their classes to the online mode, and the actual need to solve this type of issue arises more and more often. In this work, an analytical review of literary sources is carried out, a comparison of known means of implementation, i.e., so-called analogue systems, is carried out; the actual functioning of this type of system is checked. In addition, a goal tree is being built, which clearly outlines the general goal, namely, the optimization of all processes of the educational centre. In addition, an equally important step is the description of requirements, which is carried out in this work using the RUP methodology for the intelligent information system of the educational centre. The category of users is also determined and a generalized model of system functioning in the environment is built. To develop the system, an analysis of possible methods and software tools for creating and deploying the system is carried out. The most optimal methods for this case are chosen, namely the method of software synthesis and the method of using ready-made solutions, because their application will provide an opportunity to develop a system from scratch using the necessary components and provide an opportunity to integrate an already ready-made system with an intelligent component. Next, a recalculation of possible options among the integration of ready-made intelligent components is carried out, and a chat system with artificial intelligence is chosen, because it will give users the opportunity to search for answers to their questions without leaving the system and facilitate the learning process for each of the users.

 

learning centre intelligent information system
intelligent component
website
user
student
teacher
learning centre
course
HTML
CSS
python
django
SQLite
ChatGPT
  1. V. Lytvyn, V. Vysotska, L. Chyrun, & L. Chyrun, (2016, August). Distance learning method for modern youth promotion and involvement in independent scientific researches. First International Conference on Data Stream Mining & Processing (DSMP), 269–274. IEEE. DOI: 10.1109/DSMP.2016.7583557
  2. Piccolo, Gabriele; Pigni, Federico (July, 2018). Information systems for managers: with cases (Edition 4.0 ed.). Prospect Press, p. 28. ISBN 978-1-943153-50-3.
  3. What is Information Systems or Information Services (IS)? Definition from Techopedia. URL: https://www.techopedia.com/definition/1027/information-systems-or-informationservices-is.
  4. What is IS? URL: https://www.techtarget.com/whatis/definition/ISinformation-system-or-information- services.
  5. Information                   Services.                   Directory.                   Australian                   Government.                   URL: https://www.directory.act.gov.au/ccexternal_5.1/webdir/cgi-bin/.
  6. Information Services. Ramsey County. URL: https://www.ramseycounty.us/.
  7. Rajkumar A., & Sathish Kumar R. (2016). Design of a Learning Management System for Engineering Colleges. International Conference on Electrical, Electronics, and Optimization Techniques, Chennai, 358–362.
  8. Singh L. & Bhatt R. (2020). Implementation of Learning Management System: A Systematic Review. 11th International Conference on Computing, Communication and Networking Technologies, Kharagpur, India, 1–6.
  9. Mukherjee A., Chakraborty S., & Basu S. (2015). Design of a Learning Management System for Open and Distance Learning. International Conference on Computational Intelligence and Networks (CINE), Bhubaneswar, India, 111–115.
  10. Guralnik D. (2009). Learning Management Systems, International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA,  3632–3637.
  11. Tabrizi S. S. & Farsi. M. A. (2015). An empirical study of learning management systems in higher educationю International Journal of Information and Learning Technology, Vol. 32, No. 4,  207–220.
  12. Conole G. (2008). The evolution of technologies: implications for the design and development of university classrooms. Journal of Educational Technology & Society, Vol. 11, No. 3,  1–11.
  13. Prometheus. URL: https://prometheus.org.ua/about-us/.
  14. EdEra. URL: https://www.ed-era.com/courses/.
  15. Accelerator of Medical Information. URL: https://accemedin.com/.
  16. Gohigher. URL: http://gohigher.org/about/.
  17. Otmechalka. URL: https://en.otmechalka.com/.
  18. Coursera – We envision a world where anyone, anywhere has the power to transform their lives through learning. URL: https://about.coursera.org/.
  19. Jurafsky D., & Martin J. H. (2019). Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Pearson. New Jersey, USA. 3rd edition .
  20. Shakhovska N., Vysotska V., & Chyrun, L. (2017). Intelligent systems design of distance learning realization for modern youth promotion and involvement in independent scientific researches. Advances in Intelligent Systems and Computing,    175–198. Springer International Publishing. DOI: 10.1007/978-3-319-45991-2_12
  21. Shakhovska N., Vysotska V., & Chyrun L. (2016). Features of e-learning realization using virtual research laboratory. XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, CSIT,  143–148. IEEE. DOI: 10.1109/STC-CSIT.2016.7589891
  22. Bublyk M., Slava O., Vysotska V., Kolyasa L., Vlasenko O. World Universities Strategic Analysis Based on Data from the QS World University Rankings. CEUR Workshop Proceedings, Vol. 3373,  354–375.
  23. Slyusarenko N., et. al. (2021). Professional competence building of the entrepreneurs through improving the quality of business education. International Journal of Entrepreneurship, 25(7).
  24. Vaskivska, H. O., Palamar, S. P., Vlasenko, O. M. (2019). Нealth in the civic students’ value system: empirical analysis. Wiadomosci lekarskie (Warsaw, Poland: 1960), 72(10),  1947–1952.
  25. Veres Oleh, Ilchuk Pavlo, Kots Olha, Levus Yana, Vlasenko Olha (2022). Recommendation System for Leisure Time-Management in Quarantine Conditions, CEUR Workshop Proceedings, Vol. 3312,  263–282.
  26. Basyuk T., et al. (2022). Features of designing and implementing an information system for studying and determining the level of foreign language proficiency, CEUR Workshop Proceedings, Vol. 3312,  212–225.