An extensive reading system by using fuzzy logic and memory cycle theories

Tung Cheng Hsieh, Tzone-I Wang, Chien Yuan Su

研究成果: Conference contribution

摘要

With advances in network technologies, geographic barriers are hardly a problem now for global communication. Languages, whether written or spoken, are the major tools for cyber communication, and English, with its wide popularity, has been recognized as a global language. For non-native English-speaking people, extensive reading is a common way to improve a person's command of English. English is even taken as a major course in primary schools in many countries where English as a Foreign Language (EFL) is taught, especially East Asia. One of the keys to success in English learning depends on a person's vocabulary volume. Improving the English vocabulary of a learner has thus become a popular research issue in countries where EFL is widely taught. This paper proposes a personalized English article recommending system, which uses accumulated learner profiles to choose appropriate English articles for a learner. It employs fuzzy inference mechanisms and memory cycle updates to help learners improve their English ability in an extensive reading environment. By using fuzzy inferences and personal memory cycle updates, it is possible to find an article best suited for both a learner's ability and her/his need to review vocabulary. By intensively reading articles recommended through the proposed approach, learners comprehend new words quickly and review words that they knew implicitly as well, thereby efficiently improving their vocabulary volume. Analyses of learner achievements have confirmed that the adaptive learning method presented in this study not only enhances the English ability of learners but also helps maintaining their learning interest.

原文English
主出版物標題Proceedings of the IADIS International Conference Information Systems 2011, IS 2011
編輯Pedro Isaias, Philip Powell, Luis Rodrigues, Miguel Baptista Nunes
發行者IADIS
頁面53-60
頁數8
ISBN(電子)9789728939472
出版狀態Published - 2011 一月 1
事件IADIS International Conference on Information Systems 2011, IS 2011 - Avila, Spain
持續時間: 2011 三月 112011 三月 13

出版系列

名字Proceedings of the IADIS International Conference Information Systems 2011, IS 2011

Other

OtherIADIS International Conference on Information Systems 2011, IS 2011
國家Spain
城市Avila
期間11-03-1111-03-13

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture
  • Information Systems
  • Computer Science Applications
  • Software

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