Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques

Yiyi Wang; Koji Okamura

doi:10.1007/978-3-030-44038-1_61

Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

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.

Original language	English
Title of host publication	Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
Editors	Leonard Barolli, Flora Amato, Francesco Moscato, Tomoya Enokido, Makoto Takizawa
Publisher	Springer
Pages	662-670
Number of pages	9
ISBN (Print)	9783030440374
DOIs	https://doi.org/10.1007/978-3-030-44038-1_61
Publication status	Published - 2020
Event	Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020 - Caserta, Italy Duration: Apr 15 2020 → Apr 17 2020

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1150 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
Country/Territory	Italy
City	Caserta
Period	4/15/20 → 4/17/20

All Science Journal Classification (ASJC) codes

Control and Systems Engineering
Computer Science(all)

Access to Document

10.1007/978-3-030-44038-1_61

Cite this

Wang, Y., & Okamura, K. (2020). Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques. In L. Barolli, F. Amato, F. Moscato, T. Enokido, & M. Takizawa (Eds.), Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020 (pp. 662-670). (Advances in Intelligent Systems and Computing; Vol. 1150 AISC). Springer. https://doi.org/10.1007/978-3-030-44038-1_61

Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques. / Wang, Yiyi; Okamura, Koji.
Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020. ed. / Leonard Barolli; Flora Amato; Francesco Moscato; Tomoya Enokido; Makoto Takizawa. Springer, 2020. p. 662-670 (Advances in Intelligent Systems and Computing; Vol. 1150 AISC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Wang, Y & Okamura, K 2020, Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques. in L Barolli, F Amato, F Moscato, T Enokido & M Takizawa (eds), Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020. Advances in Intelligent Systems and Computing, vol. 1150 AISC, Springer, pp. 662-670, Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020, Caserta, Italy, 4/15/20. https://doi.org/10.1007/978-3-030-44038-1_61

Wang Y, Okamura K. Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques. In Barolli L, Amato F, Moscato F, Enokido T, Takizawa M, editors, Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020. Springer. 2020. p. 662-670. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-44038-1_61

Wang, Yiyi ; Okamura, Koji. / Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques. Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020. editor / Leonard Barolli ; Flora Amato ; Francesco Moscato ; Tomoya Enokido ; Makoto Takizawa. Springer, 2020. pp. 662-670 (Advances in Intelligent Systems and Computing).

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abstract = "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{\textquoteright} 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.",

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Implementation and Evaluation on Automated E-Learning Contents Creation Based on Natural Language Processing Techniques

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