Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)

Research on Algorithm of MOOC Automatic Rolling System Based on Big Data Analysis

Authors
Yong Luo, Xuchong Liu, Wei Zhao, Xiao Xiao
Corresponding Author
Yong Luo
Available Online May 2018.
DOI
10.2991/ammsa-18.2018.19How to use a DOI?
Keywords
MOOC; rolling system; Gaussian distribution; standard template
Abstract

At present, the credibility of the MOOC certificate is facing serious questions. Unscientific testing is one of the main reasons. This article analyzes the characteristics of MOOC test results data. Based on the distribution it obeys, an algorithm for automatically generating test papers is constructed. According to the probability of normal distribution, determine the number of questions, and a standardized test template was designed. Using the knowledge point parameters, the knowledge coverage of the test paper can be guaranteed. This algorithm can improve the reliability of MOOC testing. It can increase the social acceptance of MOOC certificates, promote the development of MOOC.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
Series
Advances in Intelligent Systems Research
Publication Date
May 2018
ISBN
978-94-6252-529-0
ISSN
1951-6851
DOI
10.2991/ammsa-18.2018.19How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yong Luo
AU  - Xuchong Liu
AU  - Wei Zhao
AU  - Xiao Xiao
PY  - 2018/05
DA  - 2018/05
TI  - Research on Algorithm of MOOC Automatic Rolling System Based on Big Data Analysis
BT  - Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
PB  - Atlantis Press
SP  - 88
EP  - 91
SN  - 1951-6851
UR  - https://doi.org/10.2991/ammsa-18.2018.19
DO  - 10.2991/ammsa-18.2018.19
ID  - Luo2018/05
ER  -