Development of a language learning system with an adaptive caption filtering mechanism on handheld devices

Ting-Chia Hsu, Gwo Jen Hwang, Chih Kai Chang

Research output: Contribution to conferencePaper

Abstract

This study developed a language learning system on handheld devices based on different caption-filtering degrees of videos, including 220 sight words, the highest frequently used 1000 words, and the highest frequently used 2200 words, for adaptive assistance in English comprehension and vocabulary acquisition of eleventh graders. Different students were treated different bilingual caption modes based on their pre-test in the experimental group while all the students were treated identical caption modes in the control group. During the three experimental times, the students' English listening comprehension and vocabulary acquisition status was evaluated after each time of experiment. The experimental results found that the students in the experimental group prefer partial captions they used and perceived enjoyments. In terms of listening comprehension and vocabulary test, the experimental group outperformed the control group when the students in the control group were supported by the captions filtered and hidden the highest frequently used 1000 and 2000 words. The experimental group had similar learning effectiveness with the control group when the students in the control group were supported by the captions filtered and only hidden the 220 sight words. The adaptive caption-filtering approach proposed in the study not only enabled the interface adaption for playing videos on handheld devices, but also achieved and confirmed that different students need different quantity of information such as caption support for better listening comprehension and vocabulary acquisitions.

Original languageEnglish
Pages310-317
Number of pages8
Publication statusPublished - 2012 Jan 1
Event20th International Conference on Computers in Education, ICCE 2012 - Singapore, Singapore
Duration: 2012 Nov 262012 Nov 30

Other

Other20th International Conference on Computers in Education, ICCE 2012
CountrySingapore
CitySingapore
Period12/11/2612/11/30

Fingerprint

Adaptive filtering
Learning systems
Students
language
learning
listening comprehension
Group
vocabulary
student
video
comprehension
assistance
acquisition
experiment

Keywords

  • Caption filtering
  • Handheld devices
  • Language learning
  • Listening comprehension
  • Vocabulary acquisition

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Education

Cite this

Hsu, T-C., Hwang, G. J., & Chang, C. K. (2012). Development of a language learning system with an adaptive caption filtering mechanism on handheld devices. 310-317. Paper presented at 20th International Conference on Computers in Education, ICCE 2012, Singapore, Singapore.

Development of a language learning system with an adaptive caption filtering mechanism on handheld devices. / Hsu, Ting-Chia; Hwang, Gwo Jen; Chang, Chih Kai.

2012. 310-317 Paper presented at 20th International Conference on Computers in Education, ICCE 2012, Singapore, Singapore.

Research output: Contribution to conferencePaper

Hsu, T-C, Hwang, GJ & Chang, CK 2012, 'Development of a language learning system with an adaptive caption filtering mechanism on handheld devices', Paper presented at 20th International Conference on Computers in Education, ICCE 2012, Singapore, Singapore, 12/11/26 - 12/11/30 pp. 310-317.
Hsu T-C, Hwang GJ, Chang CK. Development of a language learning system with an adaptive caption filtering mechanism on handheld devices. 2012. Paper presented at 20th International Conference on Computers in Education, ICCE 2012, Singapore, Singapore.
Hsu, Ting-Chia ; Hwang, Gwo Jen ; Chang, Chih Kai. / Development of a language learning system with an adaptive caption filtering mechanism on handheld devices. Paper presented at 20th International Conference on Computers in Education, ICCE 2012, Singapore, Singapore.8 p.
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