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Study of Features of Problem Group and Prediction of Understanding Level

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Knowledge-Based Intelligent Information and Engineering Systems (KES 2006)

Abstract

In the previous works, we have developed Web education system using the dynamically changing three layered learning materials and estimation method of understanding level to maintain the eagerness for self learning by changing learning material based on the understanding level. In those studies, the ratio of correct answers was used directly to estimate understanding level. In this study, we developed an understanding level judging system based on the two parameter logistic function obtained from a cumulative frequency distribution and Fuzzy membership functions based on response time and number of explanation referred.

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References

  1. Adachi, Y., Kawasumi, K., Ozaki, M., Ishii, N.: Development accounting education CAI system. In: Proc. Intl. Conf. on Knowledge-Based Intelligent Eng. Sys. & Allied Tech., pp. 389–392 (2000)

    Google Scholar 

  2. Kawada, H., Ozaki, M., Ejima, T., Adachi, Y.: Development of the Client/Server System for CAI Education (in Japanese). J. of Nagoya Women’s University 48, 113–120 (2002)

    Google Scholar 

  3. Takeoka, S., Ozaki, M., Kawada, H., Iwashita, K., Ejima, T., Adachi, Y.: An Experimental CAI System Based on Learner’s Understanding (in Japanese). J. of Nagoya Women’s University 48, 177–186 (2002)

    Google Scholar 

  4. Ozaki, M., Koyama, K., Adachi, Y., Ishii, N.: Web Type CAI System with Dynamic Text Change from Database by Understanding. In: Proc. Intl. Conf. on Knowledge-Based Intelligent Eng. Sys., pp. 567–572 (2003)

    Google Scholar 

  5. Koyama, H., Takeoka, S., Ozaki, M., Adachi, Y.: The Development of Authoring System for Teaching Materials – The Dynamically Personalized Hyper Text based on XML – (2003) IEICE Tech. Rep. IEICE Educ. Tech. ET2003-55, pp.23-27 (in Japanese)

    Google Scholar 

  6. Adachi, Y., Takahashi, K., Ozaki, M., Iwahori, Y.: Development of Judging Method of Understanding Level in Web Learning. In: Proc. Intl. Conf. on Knowledge-Based Intelligent Eng. Sys., pp. 781–786 (2005)

    Google Scholar 

  7. Sato, T.: Introduction to Educational Information Technology (in Japanese) Corona Publishing Co. (1989)

    Google Scholar 

  8. Toyoda, H.: Item Response Theory –Introduction (in Japanese), Asakura Publishing Co. (2002)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Adachi, Y., Ozaki, M., Iwahori, Y. (2006). Study of Features of Problem Group and Prediction of Understanding Level. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4252. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11893004_149

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  • DOI: https://doi.org/10.1007/11893004_149

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46537-9

  • Online ISBN: 978-3-540-46539-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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