Processing and Visualization of Test-Results Data

Authors

  • Vadim Valerievitch Monakhov Saint Petersburg State University, Russia, Saint Petersburg, Russia
  • Alexey Vladimirovitch Kozhedub Saint Petersburg State University, Russia, Saint Petersburg, Russia
  • Nail Khannanov Autonomous nonprofit general education organization "New Chernogolovskaya School", Chernogolovka Russia
  • Alexander А. Korolev Saint Petersburg National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia
  • Svetlana A. Kurashova Saint Petersburg National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia

DOI:

https://doi.org/10.32603/2071-2340-2018-5-24-40

Keywords:

data processing; data visualization; computer aided assessment

Abstract

A data processing method is proposed for estimating the measurement error of scaled test scores; this involves scaling half-test raw scores to effective full-test raw scores and converting them to scaled test scores. It is shown that the method allows to estimate the measurement error with high accuracy. 
The proposed approach to data visualization involves the removal of the part of the data corresponding to the rarest values. In the case of very noisy data, this method helps to eliminate the contribution of atypical values and provides a significant increase in the visibility of scatter plots.

Author Biographies

  • Vadim Valerievitch Monakhov, Saint Petersburg State University, Russia, Saint Petersburg, Russia

    Vadim V. Monakhov, Associate Professor, Saint Petersburg State University, Department of Computational Physics, Institute of Physics; 198504, Russia, Saint Petersburg, Ulyanovskaya, 1, v.v.monahov@spbu.ru

  • Alexey Vladimirovitch Kozhedub, Saint Petersburg State University, Russia, Saint Petersburg, Russia

    Alexey V. Kozhedub, Senior Lecturer, Saint Petersburg State University, Department of Computational Physics, Institute of Physics; 198504, Russia, Saint Petersburg, Ulyanovskaya, 1, a.kojedub@spbu.ru

  • Nail Khannanov, Autonomous nonprofit general education organization "New Chernogolovskaya School", Chernogolovka Russia

    Nail K. Khannanov, Deputy Director for educational work, Autonomous nonprofit general education organization "New Chernogolovskaya School"; 142432, Russia, Chernogolovka, Sportivny Boulevard, 9, newschoolchg2017@gmail.com

  • Alexander А. Korolev, Saint Petersburg National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia

    AlexanderА.Korolev, AssociateProfessor,SaintPetersburg NationalResearchUniversityofInformation Technologies,MechanicsandOptics;197101, Russia,SaintPetersburg,Kronverkskiy prospekt,49, korolev3010@mail.ru

  • Svetlana A. Kurashova, Saint Petersburg National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia

    Svetlana A. Kurashova, Senior Lecturer, Saint Petersburg National Research University of Information Technologies, Mechanics and Optics; 197101, Russia, Saint Petersburg, Kronverkskiy prospekt, 49, sakurashova@yandex.ru

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Published

2019-05-03

Issue

No. 5 (2018)

Section

Computers in the teaching process

License

How to Cite

[1]
V. V. Monakhov, A. V. Kozhedub, N. Khannanov, Korolev A. А., and S. A. Kurashova, “Processing and Visualization of Test-Results Data”, Computer Tools in Education, no. 5, pp. 24–40, May 2019, doi: 10.32603/2071-2340-2018-5-24-40.

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