TY - GEN
T1 - Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques
AU - Wang, Yiyi
AU - Okamura, Koji
N1 - Funding Information:
Acknowledgments. This research was supported by Strategic International Research Cooperative Program, Japan Science and Technology Agency (JST) SICORP Grant Number JPMJSC16H3 and JSPS KAKENHI Grant Number JP16K00480.
PY - 2020
Y1 - 2020
N2 - E-Learning automation is a set of computer instructions used to solve the difficulties of effective E-Learning systems management. And based on the merits of natural language processing techniques, E-Learning automation has already achieved great progress, such as automatic E-Learning online quizzes creation and students’ questions answering. This research mainly focuses on finding a powerful method for E-Learning contents creation to solve the problem of difficulties in E-Learning system management. This research can be mainly divided into four steps: Firstly, automatically summarize relevant texts to get straightaway texts from the source version. Secondly, detect keywords from generated summaries. Then, delete the detected keywords from summaries. Finally, rearrange outputs from previous steps to generate online questions and learning materials.
AB - E-Learning automation is a set of computer instructions used to solve the difficulties of effective E-Learning systems management. And based on the merits of natural language processing techniques, E-Learning automation has already achieved great progress, such as automatic E-Learning online quizzes creation and students’ questions answering. This research mainly focuses on finding a powerful method for E-Learning contents creation to solve the problem of difficulties in E-Learning system management. This research can be mainly divided into four steps: Firstly, automatically summarize relevant texts to get straightaway texts from the source version. Secondly, detect keywords from generated summaries. Then, delete the detected keywords from summaries. Finally, rearrange outputs from previous steps to generate online questions and learning materials.
UR - http://www.scopus.com/inward/record.url?scp=85083967451&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85083967451&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-44038-1_61
DO - 10.1007/978-3-030-44038-1_61
M3 - Conference contribution
AN - SCOPUS:85083967451
SN - 9783030440374
T3 - Advances in Intelligent Systems and Computing
SP - 662
EP - 670
BT - Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
A2 - Barolli, Leonard
A2 - Amato, Flora
A2 - Moscato, Francesco
A2 - Enokido, Tomoya
A2 - Takizawa, Makoto
PB - Springer
T2 - Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
Y2 - 15 April 2020 through 17 April 2020
ER -