| Paper Abstract and Keywords |
| Presentation |
2017-02-20 10:30
Predicting View and Exit Rates on MOOC
Yusuke Fukushima, Toshihiko Yamasaki, Kiyoharu Aizawa (UTokyo), Kenshiro Mori, Kensho Suzuki (Schoo) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
While massive open online courses (MOOC) have gained increasing popularity in recent years, predicting the number of students who attend and leave from classes is an important task to analyze their interests. In this paper, we proposed a method to predict the number of views and dropout rates. The effect of each factor, such as broadcasting dates and contents of classes, was also investigated to reveal the components that are significant to prediction. We tested our method using a collection of 2,327 lecture videos broadcasted in Schoo. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
e-learning / MOOC / regression / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 41, no. 5, HI2017-18, pp. 111-116, Feb. 2017. |
| Paper # |
HI2017-18 |
| Date of Issue |
2017-02-13 (MMS, CE, HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
CE MMS AIT HI ME IEICE-ITS IEICE-IE |
| Conference Date |
2017-02-20 - 2017-02-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processing, etc. |
| Paper Information |
| Registration To |
HI |
| Conference Code |
2017-02-CE-MMS-AIT-HI-ME-ITS-IE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Predicting View and Exit Rates on MOOC |
| Sub Title (in English) |
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| Keyword(1) |
e-learning |
| Keyword(2) |
MOOC |
| Keyword(3) |
regression |
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| 1st Author's Name |
Yusuke Fukushima |
| 1st Author's Affiliation |
The University of Tokyo (UTokyo) |
| 2nd Author's Name |
Toshihiko Yamasaki |
| 2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
| 3rd Author's Name |
Kiyoharu Aizawa |
| 3rd Author's Affiliation |
The University of Tokyo (UTokyo) |
| 4th Author's Name |
Kenshiro Mori |
| 4th Author's Affiliation |
Schoo,inc. (Schoo) |
| 5th Author's Name |
Kensho Suzuki |
| 5th Author's Affiliation |
Schoo,inc. (Schoo) |
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| Speaker |
Author-1 |
| Date Time |
2017-02-20 10:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
HI |
| Paper # |
MMS2017-18, CE2017-18, HI2017-18, ME2017-42, AIT2017-18 |
| Volume (vol) |
vol.41 |
| Number (no) |
no.5 |
| Page |
pp.111-116 |
| #Pages |
6 |
| Date of Issue |
2017-02-13 (MMS, CE, HI, ME, AIT) |