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2018 | OriginalPaper | Buchkapitel

Learning Outcomes Evaluation Based on Mixed Diagnostic Tests and Cognitive Graphic Tools

verfasst von : Anna E. Yankovskaya, Yury N. Dementev, Danil Y. Lyapunov, Artem V. Yamshanov

Erschienen in: Linguistic and Cultural Studies: Traditions and Innovations

Verlag: Springer International Publishing

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Abstract

In this paper, we discuss the relevance of students’ learning outcomes evaluation using computer-based testing. The learning process is based on mixed diagnostic tests. For the purpose of evaluation, we use the threshold, fuzzy logic and cognitive graphic tools. The construction of mixed diagnostic tests, representing a compromise between unconditional and conditional components, in order to develop students’ knowledge evaluation is proposed for a number of disciplines. We suggest a technique for optimal mixed diagnostic tests construction based on the expert knowledge of the subjects for effective learning. The developed approach is used for a number of both the humanities and technical disciplines. One of useful outcomes of mixed diagnostic tests application is the learning trajectory design for each individual. We construct students’ learning trajectory using the intelligent learning and testing system and suggest defining their inherent approach to the learning process within the problem area.

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Literatur
1.
Zurück zum Zitat Ausburn, L.: Course design elements most valued by adult learners in blended online education environments: an american perspective. Educ. Media Int. 41(4), 327–337 (2004)CrossRef Ausburn, L.: Course design elements most valued by adult learners in blended online education environments: an american perspective. Educ. Media Int. 41(4), 327–337 (2004)CrossRef
2.
Zurück zum Zitat Batyrshin, I., et al.: Theory and Practice of Fuzzy Hybrid Systems. Fizmatlit, Moscow (2006) Batyrshin, I., et al.: Theory and Practice of Fuzzy Hybrid Systems. Fizmatlit, Moscow (2006)
3.
Zurück zum Zitat Bliuc, A., Goodyear, P., Ellis, R.: Research focus and methodological choices in studies into students’ experiences of blended learning in higher education. Internet High. Educ. 10, 231–244 (2007)CrossRef Bliuc, A., Goodyear, P., Ellis, R.: Research focus and methodological choices in studies into students’ experiences of blended learning in higher education. Internet High. Educ. 10, 231–244 (2007)CrossRef
4.
Zurück zum Zitat Bonk, C., Graham, C.: Handbook of Blended Learning: Global Perspectives, Local Designs. Pfeiffer Publishing, San Francisco (2006) Bonk, C., Graham, C.: Handbook of Blended Learning: Global Perspectives, Local Designs. Pfeiffer Publishing, San Francisco (2006)
5.
Zurück zum Zitat Brusilovsky, P., Knapp, J., Gamper, J.: Supporting teachers as content authors in intelligent educational systems. Int. J. Knowl. Learn. 2(3/4), 191–215 (2006)CrossRef Brusilovsky, P., Knapp, J., Gamper, J.: Supporting teachers as content authors in intelligent educational systems. Int. J. Knowl. Learn. 2(3/4), 191–215 (2006)CrossRef
6.
Zurück zum Zitat Kulikovskikh, I., Prokhorov, S., Suchkova, S.: Promoting collaborative learning through regulation of guessing in clickers. Comput. Hum. Behav. 75, 81–91 (2017)CrossRef Kulikovskikh, I., Prokhorov, S., Suchkova, S.: Promoting collaborative learning through regulation of guessing in clickers. Comput. Hum. Behav. 75, 81–91 (2017)CrossRef
7.
Zurück zum Zitat LeFever, L.: The Art of Explanation. Wiley, Oxford (2012) LeFever, L.: The Art of Explanation. Wiley, Oxford (2012)
8.
Zurück zum Zitat Matukhin, D., Zhitkova, E.: Implementing blended learning technology in higher professional education. In: Kobenko, Y.V. (eds.) Proceedings of XVth International Conference on Linguistic and Cultural Studies, pp. 183–188. TPU, Tomsk (2015) Matukhin, D., Zhitkova, E.: Implementing blended learning technology in higher professional education. In: Kobenko, Y.V. (eds.) Proceedings of XVth International Conference on Linguistic and Cultural Studies, pp. 183–188. TPU, Tomsk (2015)
9.
Zurück zum Zitat Novak, V., Perfilieva, I., Mockor, J.: Mathematical Principles of Fuzzy Logic. Kluwer Academic Publishers, Dodrecht (1999)CrossRefMATH Novak, V., Perfilieva, I., Mockor, J.: Mathematical Principles of Fuzzy Logic. Kluwer Academic Publishers, Dodrecht (1999)CrossRefMATH
10.
Zurück zum Zitat Obskov, A., Pozdeeva, S., Matukhin, D., Nizkodubov, G.: Educational aspects of interactive foreign language learning in high schools. Mediterr. J. Soc. Sci. 6(4/3), 178–182 (2015) Obskov, A., Pozdeeva, S., Matukhin, D., Nizkodubov, G.: Educational aspects of interactive foreign language learning in high schools. Mediterr. J. Soc. Sci. 6(4/3), 178–182 (2015)
11.
Zurück zum Zitat Plekhanova, M., Prokhorets, E.: Modeling of electronic courses based on the reflective cycle. Int. J. Appl. Fundam. Res. 5, 600–604 (2015) Plekhanova, M., Prokhorets, E.: Modeling of electronic courses based on the reflective cycle. Int. J. Appl. Fundam. Res. 5, 600–604 (2015)
12.
Zurück zum Zitat Singer, F., Stoicescu, D.: Using blended learning as a tool to strengthen teaching competences. Proced. Comput. Sci. 3, 1527–1531 (2011)CrossRef Singer, F., Stoicescu, D.: Using blended learning as a tool to strengthen teaching competences. Proced. Comput. Sci. 3, 1527–1531 (2011)CrossRef
13.
Zurück zum Zitat Sriarunrasmee, J., Techataweewan, W., Mebusaya, R.: Blended learning supporting self-directed learning and communication skills of Srinakharinwirot University’s first year students. Procedia – Soc. Behav. Stud. 197, 1564–1569 (2015). (Proceedings of 7th International Conference on Educational Sciences)CrossRef Sriarunrasmee, J., Techataweewan, W., Mebusaya, R.: Blended learning supporting self-directed learning and communication skills of Srinakharinwirot University’s first year students. Procedia – Soc. Behav. Stud. 197, 1564–1569 (2015). (Proceedings of 7th International Conference on Educational Sciences)CrossRef
14.
Zurück zum Zitat Uskov, V., Uskov, A.: Computers and advanced technology in education – perspectives for 2010–2015. In: Proceedings of 13th International Conference on Computers and Advanced Technology in Education, pp. 169–174. IASTED, Hawaii (2010) Uskov, V., Uskov, A.: Computers and advanced technology in education – perspectives for 2010–2015. In: Proceedings of 13th International Conference on Computers and Advanced Technology in Education, pp. 169–174. IASTED, Hawaii (2010)
15.
Zurück zum Zitat Yankovskaya, A.: Logical Tests and Means of Cognitive Graphics. Lap Lambert Academic Publishing, Hamburg (2011) Yankovskaya, A.: Logical Tests and Means of Cognitive Graphics. Lap Lambert Academic Publishing, Hamburg (2011)
16.
Zurück zum Zitat Yankovskaya, A., Dementyev, Y., Lyapunov, D., Yamshanov, A.: Design of individual learning trajectory based on mixed diagnostic tests and cognitive graphic tools. In: Proceedings of International Conference “Modeling, Identification and Control” (MIC), pp. 59–65. IASTED, Innsbruck (2016) Yankovskaya, A., Dementyev, Y., Lyapunov, D., Yamshanov, A.: Design of individual learning trajectory based on mixed diagnostic tests and cognitive graphic tools. In: Proceedings of International Conference “Modeling, Identification and Control” (MIC), pp. 59–65. IASTED, Innsbruck (2016)
17.
Zurück zum Zitat Yankovskaya, A., Semenov, M.: Decision-making in intelligent training-testing systems based on mixed diagnostic tests. Sci. Tech. Inf. Process. 40(6), 329–336 (2013)CrossRef Yankovskaya, A., Semenov, M.: Decision-making in intelligent training-testing systems based on mixed diagnostic tests. Sci. Tech. Inf. Process. 40(6), 329–336 (2013)CrossRef
18.
Zurück zum Zitat Yankovskaya, A., Yamshanov, A., Krivdyuk, N.: 2-simplex prism – a cognitive tool for decision-making and its justifications in intelligent dynamic systems. Mach. Learn. Data Anal. 1(14), 1930–1938 (2015)CrossRef Yankovskaya, A., Yamshanov, A., Krivdyuk, N.: 2-simplex prism – a cognitive tool for decision-making and its justifications in intelligent dynamic systems. Mach. Learn. Data Anal. 1(14), 1930–1938 (2015)CrossRef
19.
Metadaten
Titel
Learning Outcomes Evaluation Based on Mixed Diagnostic Tests and Cognitive Graphic Tools
verfasst von
Anna E. Yankovskaya
Yury N. Dementev
Danil Y. Lyapunov
Artem V. Yamshanov
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-67843-6_11