A MOOC Video Viewing Behavior Analysis Algorithm

المؤلفون المشاركون

Luo, Yong
Zhou, Guochang
Li, Jianping
Xiao, Xiao

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-7، 7ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-10-16

دولة النشر

مصر

عدد الصفحات

7

التخصصات الرئيسية

هندسة مدنية

الملخص EN

MOOCs (massive open online courses) are developing rapidly, but they also face many problems.

As the MOOC’s most important resource, the course videos have a very important influence on the learning.

This article defines the ratio R (R=Average viewing duration/Video length), which reflects the popularity of the video.

By analyzing the relationship between the video length, release time, and R, we found a significant negative linear correlation between video length and R and video release time and R.

However, when the number of videos is less than the threshold, the release time has less influence on R.

This paper presents a video viewing behavior analysis algorithm based on multiple linear regression.

The residual independence test proved that the algorithm has a good approximation to the data.

It can predict the popularity of similar course videos to help producers optimize video design.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Luo, Yong& Zhou, Guochang& Li, Jianping& Xiao, Xiao. 2018. A MOOC Video Viewing Behavior Analysis Algorithm. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1208938

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Luo, Yong…[et al.]. A MOOC Video Viewing Behavior Analysis Algorithm. Mathematical Problems in Engineering No. 2018 (2018), pp.1-7.
https://search.emarefa.net/detail/BIM-1208938

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Luo, Yong& Zhou, Guochang& Li, Jianping& Xiao, Xiao. A MOOC Video Viewing Behavior Analysis Algorithm. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1208938

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1208938