A Context-Based Multimedia Vocabulary Learning System for Mobile Users

IF 3.4 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Informatics Pub Date : 2023-12-19 DOI:10.3390/informatics11010001
Andrew W. Vargo, Kohei Yamaguchi, M. Iwata, Koichi Kise
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Abstract

Vocabulary acquisition and retention is an essential part of learning a foreign language and many learners use flashcard applications to repetitively increase vocabulary retention. However, it can be difficult for learners to remember new words and phrases without any context. In this paper, we propose a system that allows users to acquire new vocabulary with media which gives context to the words. Theoretically, this use of multimedia context should enable users to practice with interest and increased motivation, which has been shown to enhance the effects of contextual language learning. An experiment with 46 English as foreign language learners showed better retention after two weeks with the proposed system as compared to ordinary flashcards. However, the impact was not universally beneficial to all learners. An analysis of participant attributes that were gathered through surveys and questionnaires shows a link between personality and learning traits and affinity for learning with this system. This result indicates that the proposed system provides a significant advantage in vocabulary retention for some users, while other users should stay with traditional flashcard applications. The implications of this study indicate the need for the development of more personalized learning applications.
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面向移动用户的基于语境的多媒体词汇学习系统
词汇的掌握和保持是外语学习的重要组成部分,许多学习者使用闪存卡应用程序来重复提高词汇保持率。然而,学习者很难在没有任何语境的情况下记住新单词和短语。在本文中,我们提出了一个系统,让用户可以通过提供单词上下文的媒体来学习新词汇。从理论上讲,多媒体语境的使用应能使用户带着兴趣和更大的动力进行练习,而这已被证明能增强语境语言学习的效果。一项以 46 名英语作为外语的学习者为对象的实验表明,与普通闪存卡相比,拟议的系统在两周后能更好地保持学习效果。然而,并非所有学习者都能从中受益。通过调查和问卷收集的参与者属性分析表明,个性和学习特征与使用该系统学习的亲和力之间存在联系。这一结果表明,对某些用户来说,拟议的系统在词汇保持方面具有显著优势,而其他用户则应继续使用传统的闪存卡应用程序。这项研究的意义表明,有必要开发更加个性化的学习应用程序。
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来源期刊
Informatics
Informatics Social Sciences-Communication
CiteScore
6.60
自引率
6.50%
发文量
88
审稿时长
6 weeks
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