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

Yiyi Wang, Koji Okamura

    Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
    Title of host publicationWeb, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
    EditorsLeonard Barolli, Flora Amato, Francesco Moscato, Tomoya Enokido, Makoto Takizawa
    PublisherSpringer
    Pages662-670
    Number of pages9
    ISBN (Print)9783030440374
    DOIs
    Publication statusPublished - 2020
    EventWorkshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020 - Caserta, Italy
    Duration: Apr 15 2020Apr 17 2020

    Publication series

    NameAdvances in Intelligent Systems and Computing
    Volume1150 AISC
    ISSN (Print)2194-5357
    ISSN (Electronic)2194-5365

    Conference

    ConferenceWorkshops of the 34th International Conference on Advanced Information Networking and Applications, WAINA 2020
    CountryItaly
    CityCaserta
    Period4/15/204/17/20

    All Science Journal Classification (ASJC) codes

    • Control and Systems Engineering
    • Computer Science(all)

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