Automatic extraction and prediction of word order errors from language learning SNS

Brendan Flanagan, Sachio Hirokawa

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

    1 被引用数 (Scopus)

    抄録

    Recent research into writing tools to support foreign language learners of English has focused on prevalent errors in learner writing, while other errors, such as word order errors, have received little attention. As the word order of some languages are similar, there are also large differences between languages which can affect foreign language learning. In this paper, we automatically extract corrected sentences that contain word order errors samples from a language learning SNS to create a word order error corpus for machine learning. This corpus is then analyzed to train and evaluate the effectiveness of SVM classifiers to automatically classify word order errors in learner writing.

    本文言語英語
    ホスト出版物のタイトルProceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
    編集者Ayako Hiramatsu, Tokuro Matsuo, Akimitsu Kanzaki, Norihisa Komoda
    出版社Institute of Electrical and Electronics Engineers Inc.
    ページ292-295
    ページ数4
    ISBN(電子版)9781467389853
    DOI
    出版ステータス出版済み - 8 31 2016
    イベント5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 - Kumamoto, 日本
    継続期間: 7 10 20167 14 2016

    出版物シリーズ

    名前Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016

    その他

    その他5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
    Country日本
    CityKumamoto
    Period7/10/167/14/16

    All Science Journal Classification (ASJC) codes

    • Information Systems
    • Computer Networks and Communications
    • Computer Science Applications
    • Computer Vision and Pattern Recognition

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