Learning analytics system architecture based on big data technologies

FENG Xiang; YU Ming-hua; MA Xiao-ling; WU Yong-he

Issue 2

Jun. 2014

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Article Navigation > Journal of East China Normal University (Natural Sciences) > 2014 > (2): 20-29

FENG Xiang, YU Ming-hua, MA Xiao-ling, WU Yong-he. Learning analytics system architecture based on big data technologies[J]. Journal of East China Normal University (Natural Sciences), 2014, (2): 20-29.

Citation:

FENG Xiang, YU Ming-hua, MA Xiao-ling, WU Yong-he. Learning analytics system architecture based on big data technologies[J]. Journal of East China Normal University (Natural Sciences), 2014, (2): 20-29.

Citation:

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Learning analytics system architecture based on big data technologies

1.
Shanghai Engineering Research Center of Digital Education Equipment，East China Normal University, Shanghai 200062, China;
2.
Department of Educational Information Technology, East China Normal University, Shanghai 200062, China;
3.
Department of Information, East China Normal University, Shanghai 200062, China

Received Date: 2013-12-01
Rev Recd Date: 2014-02-01
Publish Date: 2014-03-25

Abstract

Abstract

First, this paper analyzed the demand and object of learning analytics in the e-Education. Then it introduced the technology of big data, designed learning analytics platform based on Hadoop, built intelligent digital education services supporting platform based on learning analytics, and illustrated the application cases of this technology scheme. Finally, the technical problems of Hadoop which still exist was pointed out, and their solutions was put forward.
- learning analytics,
- Hadoop,
- digital education service,
- bog datce

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References

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