Adaptive Music Video Recommendation System Framework for Foreign English Language Learning
學年 102
學期 1
出版(發表)日期 2013-12-01
作品名稱 Adaptive Music Video Recommendation System Framework for Foreign English Language Learning
作品名稱(其他語言)
著者 Kuo, Chin-Hwa; Chi, Chen-Chung
單位 淡江大學資訊工程學系
出版者 新北市:淡江大學
著錄名稱、卷期、頁數 淡江理工學刊=Journal of Applied Science and Engineering 16(4), pp.405-414
摘要 For many EFL learners, reading English articles or listening to music has been a good way to improve their English proficiency. However, it's not always easy to find the appropriate learning multimedia materials that can satisfy the learners' interest. The approach proposed in this paper uses a music video recommendation framework which fetches videos from Youtubeto be accessed either via mobile device or web browser. Learners can practice the usage of Verb-Noun collocations by watching the dynamic display of lyrics sentence by sentence, as well as listen to a recommended music video playing at the same time. The proposed system fetches collocation words by calculating mutual information of corpus, choosing music lyrics in the range of appropriate reading difficulty by cluster music lyric based on a particular vocabulary difficulty estimation method, and then providing a practice tool for mobile language learning.
關鍵字
語言 en
ISSN 1560-6686
期刊性質 國外
收錄於 EI
產學合作
通訊作者
審稿制度
國別 TWN
公開徵稿
出版型式 電子版,紙本
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