MATHEMATICAL MODEL OF QUALITY ASSESSMENT OF CONTACT WORK IN E-LEARNING BASED ON WEBINARS
https://doi.org/10.32517/0234-0453-2019-34-7-42-53
Abstract
The article deals with the problems of the quality of contact work in the implementation of training using distance educational technologies. The mathematical model of estimation of quality of the contact work realized by means of webinars is developed for a research of this problem. The analysis of the tasks arising at the organization of webinars is carried out, among which the problem of determination of the actual quality of webinars is recognized as one of essential, which is necessary for making adequate management decisions to improve the quality of contact work carried out through webinars. Three groups of the factors defining quality of distance learning in general were revealed for the solution of this problem: the quality of educational content, the professionalism of teachers, and the interaction of the teacher and student. The research of quality of webinars conducted by authors in 2018 in Siberian State University of Telecommunications and Information Science have allowed to define and formalize 31 indicators of quality of a webinar and 7 indicators of competence of a webinar leader, on the basis of which the mathematical model is developed. The model allows to carry out expert and expeditious estimation of the specified indicators, thereby to realize integrated differential approach to estimation of the aspects of quality of contact work in the form of a webinar. Also, mathematical solutions of increasing efficiency of the model implementation by applying neural network method to the estimation procedure for the majority of indicators are proposed, which allows obtaining adequate estimates of indicators without the participation of experts.
About the Authors
A. N. PoletaykinRussian Federation
Aleksei N. Poletaykin, Candidate of Sciences (Engineering), Docent, Associate Professor at the Department of Information Technologies
350040, Krasnodar, ul. Stavropolskaja, 149
Yu. V. Shevtsova
Russian Federation
Yuliya V. Shevtsova, Candidate of Sciences (Engineering), Docent, Associate Professor at the Department of Mathematical Modeling of Business Processes
630102, Novosibirsk, ul. Kirova, 86
V. V. Podkolzin
Russian Federation
Vadim V. Podkolzin, Candidate of Sciences (Physics and Mathematics), Associate Professor at the Department of Information Technologies
350040, Krasnodar, ul. Stavropolskaja, 149
E. G. Strukova
Russian Federation
Elena G. Strukova, Deputy Director of Interregional Training Center for Retraining of Specialists
630102, Novosibirsk, ul. Kirova, 86
References
1. Prikaz Ministerstva obrazovaniya i nauki Rossijskoj Federatsii ot 19 sentyabrya 2017 goda № 922 “Ob utverzhdenii federal’nogo gosudarstvennogo obrazovatel’nogo standarta vysshego obrazovaniya — bakalavriat po napravleniyu podgotovki 09.03.03 Prikladnaya informatika” [Order of the Ministry of Education and Science of the Russian Federation of September 19, 2017 No. 922 “On approval of the federal state educational standard of higher education — a bachelor’s degree in training 09.03.03 Applied Informatics”]. (In Russian.) Available at: http://www.consultant.ru/document/cons_doc_LAW_280602/
2. Beglaryan M. E., Pichkurenko E. A. Pedagogicheskie osobennosti novogo pokoleniya uchebnykh materialov [Pedagogical features of the new generation of teaching materials]. Sovremennyj spetsialist i professional’nye kompetentsii: metodicheskij aspekt podgotovki. Materialy 4-oj Mezhdunarodnoj nauchno-prakticheskoj konferentsii [Modern Specialist and Professional Competencies: Methodological Aspect of Training. Proc. 4th Int. Scientific and Practical Conf.]. Krasnodar, KSEI, 2015, p. 15–19. (In Russian.) Available at: http://ksei.ru/netcat_files/userfiles/NAUKA/konf/Metodicheskaya_2015.pdf
3. Polozhenie o kontaktnoj rabote obuchayushhikhsya s pedagogicheskimi rabotnikami pri organizatsii obrazovatel’nogo protsessa po obrazovatel’nym programmam vysshego obrazovaniya v SibGUTI [Regulation on the contact work of students with teachers in the organization of the educational process for educational programs of higher education in SibGUTI]. (In Russian.) Available at: http://www.uisi.ru/uisi/general/structure/3/2017/Polojenie%20o%20kontaktnoi%20rabote.pdf
4. Sizov L. A. Vebinary — peredovaya tekhnologiya nepreryvnogo setevogo obrazovaniya [Webinars — advanced technology of continuous network education]. Problemy ehkonomiki i informatizatsii obrazovaniya. Materialy XIV Mezhdunarodnoj nauchno-prakticheskoj konferentsii [Problems of economics and informatization of education. Proc. XIV Int. Scientific and Practical Conf.]. Tula, TIEHI, 2017. p. 92–95. (In Russian.)
5. Kalinina S. D. Vebinar kak forma ehlektronnogo obucheniya v vysshej shkole [Webinar as a form of e-learning in higher education]. Vestnik MGIMO-universiteta — MGIMO Review of International Relations, 2015, no. 2, p. 291–295. (In Russian.) Available at: https://vestnik.mgimo.ru/jour/article/view/338
6. Arkhipova T. N. Rol’ vebinarov v povyshenii professional’noj kompetentnosti prepodavatelya [The role of webinars in improving professional competence of the teacher]. Sotsial’no-gumanitarnye tekhnologii — Social and Humanitarian Technologies, 2017, no. 2, p. 56–61. (In Russian.) Available at: http://sgtjournal.ru/2017/12/22/журнал-№ 4-25-12-2017/
7. Vaganova O. I., Gladkova M. N., Gladkov A. V., Sundeeva M. O., Tatarenko M. A. Vebinar kak sredstvo organizatsii samostoyatel’noj raboty studentov v usloviyakh distantsionnogo obucheniya [Webinar as a means of organizing independent work of students in distance learning]. Azimut naučnyh issledovanij: pedagogika i psihologiâ — ASR: Pedagogy and Psychology, 2016, vol. 5, no. 2, p. 31–34. (In Russian.)
8. Vafina A. A. Vebinar kak sposob obucheniya [Webinar as a way of learning]. Regional’noe obrazovanie: sovremennye tendentsii — Regional Education: Modern Trends, 2017, no. 1, p. 80–82. (In Russian.)
9. Gladkova M. N., Kutepov M. M., Trutanova A. V. Obrazovatel’nyj vebinar kak forma organizatsii uchebnogo protsessa v vysshej shkole [Educational webinar as a form of organization of the educational process in higher education]. Uspekhi sovremennoj nauki — Successes of Modern Science, 2017, vol. 1, no. 3, p. 63–65. (In Russian.)
10. Inozemtseva E. A. Vebinar – sovremennaya forma distantsionnogo obucheniya [Webinar — a modern form of distance learning]. Vestnik Moskovskogo gosudarstvennogo universiteta priborostroeniya i informatiki. Seriya: Sotsial’noehkonomicheskie nauki — Bulletin of Moscow State University of Instrument Engineering and Computer Science. Series: Social and Economic Sciences, 2012, no. 39. p. 145–148. (In Russian.)
11. Lukuttsova N. P. Vebinar, kak sovremennaya forma uchebnoj i nauchnoj deyatel’nosti cherez internet v rezhime real’nogo vremeni [Webinar as a modern form of educational and scientific activity via the Internet in real time]. Sovremennye problemy vysshego professional’nogo obrazovaniya. Materialy nauchno-metodicheskoj konferentsii [Modern Problems of Higher Professional Education. Proc. Scientific-Methodical Conf.]. Bryansk, BHITU, 2013, p. 19–21. (In Russian.)
12. Tsallagov N. A., Astakhova T. A. Provedenie ehffektivnykh vebinarov ot А do Ya. [Conducting effective webinars from A to Z]. Moscow, Mirapolis, 2015. 174 p. (In Russian.)
13. Kapterev A. S. Masterstvo prezentatsii. Kak sozdavat’ prezentatsii, kotorye mogut izmenit’ mir [Presentation mastery. How to create presentations that can change the world]. Moscow, Mann, Ivanov i Ferber, 2017. 336 p. (In Russian.) Available at: https://www.mann-ivanov-ferber.ru/books/paperbook/presentationsecrets/
14. Shevtsova Yu. V., Poletaykin A. N., Danilova L. F. Mnogourovnevaya vzveshennaya optimizatsiya kompetentnostnoj modeli professional’noj obrazovatel’noj programmy vysshego obrazovaniya [Multilevel weighted optimization of the competency model of a professional educational program of higher education]. Informatizatsiya obrazovaniya i nauki — Informatization of Education and Science, 2018, no. 4, p. 140–161. (In Russian.)
15. Saati T. L. Prinyatie reshenij. Metod analiza ierarkhij [Making decisions. Hierarchy analysis method]. Moscow, Radio i svyaz’, 1993. 278 p. (In Russian.)
16. Danilova L. F., Zakharov N. Yu., Nikiforova A. V., Kanev V. S., Oblaukhova M. V., Poletaykin A. N., Shevtsova Yu. V. Kompleksnaya metodika otsenivaniya kompetentnosti sotrudnikov otrasli svyazi na osnove lichnostnykh i professional’nykh kharakteristik [A comprehensive methodology for assessing the competence of employees in the communications industry based on personal and professional characteristics]. Vestnik SibGUTI — The Herald of SibSUTIS, 2019, no. 1, p. 42–61. (In Russian.) Available at: https://www.sibsutis.ru/upload/192/1554093352_3152.pdf
17. Ilyina T. S. Problemy formirovaniya kommunikativnoj kompetentnosti studentov tekhnicheskikh vuzov pri realizatsii FGOS-3 [Problems of communicative competence of students trained at technical institutions when implementing federal educational standards-3]. Professional’noe obrazovanie v sovremennom mire — Professional Education in the Modern World, 2015, no. 1, p. 124–133. (In Russian.) Available at: https://profed.nsau.edu.ru/jour/article/view/104
18. Kanev V. S. Osobennosti optimizatsii slozhnykh sotsial’no-ehkonomicheskikh sistem [Features of optimization of complex socio-economic systems]. Problemy optimizatsii slozhnykh sistem. Materialy XIV Mezhdunarodnoj Аziatskoj shkoly-seminara [Problems of Optimization of Complex Systems. Proc. XIV Int. Asian School-Seminar]. Almaty, IICT, 2018. p. 276–283. (In Russian.)
19. Artificial neural networks applications. Available at: http://www.alyuda.com/products/forecaster/neural-networkapplications.htm
20. Heliński M., Kmieciak M., Parkoła T. Report on the comparison of Tesseract and ABBYY FineReader OCR engines. Poland, Poznañ Supercomputing and Networking Center, 2012. 24 p. Available at: https://www.digitisation.eu/download/website-files/IMPACT_D-EXT2_Pilot_report_PSNC.pdf
21.
Review
For citations:
Poletaykin A.N., Shevtsova Yu.V., Podkolzin V.V., Strukova E.G. MATHEMATICAL MODEL OF QUALITY ASSESSMENT OF CONTACT WORK IN E-LEARNING BASED ON WEBINARS. Informatics and education. 2019;(7):42-53. (In Russ.) https://doi.org/10.32517/0234-0453-2019-34-7-42-53