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

Yiyi Wang, Koji Okamura

    研究成果: Chapter in Book/Report/Conference proceedingConference contribution

    抄録

    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.

    本文言語英語
    ホスト出版物のタイトルWeb, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
    編集者Leonard Barolli, Flora Amato, Francesco Moscato, Tomoya Enokido, Makoto Takizawa
    出版社Springer
    ページ662-670
    ページ数9
    ISBN(印刷版)9783030440374
    DOI
    出版ステータス出版済み - 1 1 2020
    イベントWorkshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020 - Caserta, イタリア
    継続期間: 4 15 20204 17 2020

    出版物シリーズ

    名前Advances in Intelligent Systems and Computing
    1150 AISC
    ISSN(印刷版)2194-5357
    ISSN(電子版)2194-5365

    会議

    会議Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
    Countryイタリア
    CityCaserta
    Period4/15/204/17/20

    All Science Journal Classification (ASJC) codes

    • Control and Systems Engineering
    • Computer Science(all)

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