Enhanced bilingual text analysis for BYOD with hierarchical visualization

Ping Li, Siu Cheung Kong, Tak Lam Wong, Chengwei Guo

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

1 Citation (Scopus)

Abstract

Nowadays, bring your own device is making significant inroads and becoming one of the hottest research trends in higher education. To enhance teaching and learning efficiency and promote mobile learning quality in Hong Kong, this paper proposes an enhanced bilingual text analysis system with hierarchical visualization, in which a text corpora of discussions from students and a set of concepts (topics) with keywords designed by teachers in a Moodle course will be automatically collected through a mobile learning platform, before being processed for further text analysis. A hierarchical keywords visualization after discussion text analysis in a distinct period will be utilized and the statistics of the students' access to keywords will be displayed in a hierarchical structure manner to reflect the learning effects. Our system will be useful for teachers to check students' learning progress and further optimize their teaching strategies even a massive amount of text data is generated in discussions. The distinguishing feature of our system is that it supports bilingual analysis for mixed language text of English and Chinese, addressing a key issue in Hong Kong that the two languages are commonly used in a mixed manner in daily communication.

Original languageEnglish
Title of host publicationProceedings of the 23rd International Conference on Computers in Education, ICCE 2015
EditorsYu-Ju Lan, Hsin-Yih Shyu, Chengjiu Yin, Hiroaki Ogata, Wenli Chen, Ming-Fong Jan, Sahana Murthy, Ying-Tien Wu, Siu Cheung Kong, Xiaoqing Gu, Beaumie Kim, Yongwu Miao, Niwat Srisawasdi, Yuping Wang, Chiu-Pin Lin, Carol H.C. Chu, Jari Laru, Miguel Nussbaum, Ma. Mercedes T. Rodrigo, Ju-Ling Shih, Amali Weerasinghe, Weiqin Chen, Feiyue Qiu, Vania Dimitrova, Ching-Kun Hsu, Lung-Hsiang Wong, Maiga Chang, Tore Hoel, Yen-Hui Audrey Li, Jon Mason, Hitoshi Sasaki, Li Zhang
PublisherAsia-Pacific Society for Computers in Education
Pages407-412
Number of pages6
ISBN (Electronic)9784990801458
Publication statusPublished - 1 Jan 2015
Externally publishedYes
Event23rd International Conference on Computers in Education, ICCE 2015 - Hangzhou, China
Duration: 30 Nov 20154 Dec 2015

Publication series

NameProceedings of the 23rd International Conference on Computers in Education, ICCE 2015

Conference

Conference23rd International Conference on Computers in Education, ICCE 2015
CountryChina
CityHangzhou
Period30/11/154/12/15

Keywords

  • Bilingual text analysis
  • Hierarchical structure
  • Visualization

ASJC Scopus subject areas

  • Computer Science Applications
  • Human-Computer Interaction
  • Education

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