Vocabulary learning environment with collaborative filtering for support of self-regulated learning

Masanori Yamada; Satoshi Kitamura; Shiori Miyahara; Yuhei Yamauchi

doi:10.1007/978-3-642-04592-9_65

Vocabulary learning environment with collaborative filtering for support of self-regulated learning

Masanori Yamada, Satoshi Kitamura, Shiori Miyahara, Yuhei Yamauchi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

This study elucidates issues related to using online vocabulary learning environments with collaborative filtering and functions for cognitive and social learning support in learner-centered learning, which requires learners to be self-regulated learners. The developed system provides learners with a vocabulary learning environment using online news as a test installation of functions. The system recommends news to each learner using a collaborative filtering algorithm. The system helps learners to use cognitive and social learning strategies such as underlining, along with a word-meaning display based on the learner's vocabulary proficiency level. We investigated effects of the system on perceived usefulness and learning performance as a formative evaluation. Learners regarded this system as a useful tool for their language learning overall, but rated several functions low. Confirming the learning performance, the learner's vocabulary proficiency level improved significantly.

Original language	English
Title of host publication	Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings
Pages	523-530
Number of pages	8
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-04592-9_65
Publication status	Published - 2009
Externally published	Yes
Event	13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009 - Santiago, Chile Duration: Sept 28 2009 → Sept 30 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	5712 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009
Country/Territory	Chile
City	Santiago
Period	9/28/09 → 9/30/09

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-642-04592-9_65

Cite this

Yamada, M., Kitamura, S., Miyahara, S., & Yamauchi, Y. (2009). Vocabulary learning environment with collaborative filtering for support of self-regulated learning. In Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings (PART 2 ed., pp. 523-530). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5712 LNAI, No. PART 2). https://doi.org/10.1007/978-3-642-04592-9_65

Vocabulary learning environment with collaborative filtering for support of self-regulated learning. / Yamada, Masanori; Kitamura, Satoshi; Miyahara, Shiori et al.

Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings. PART 2. ed. 2009. p. 523-530 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5712 LNAI, No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yamada, M, Kitamura, S, Miyahara, S & Yamauchi, Y 2009, Vocabulary learning environment with collaborative filtering for support of self-regulated learning. in Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 5712 LNAI, pp. 523-530, 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009, Santiago, Chile, 9/28/09. https://doi.org/10.1007/978-3-642-04592-9_65

Yamada M, Kitamura S, Miyahara S, Yamauchi Y. Vocabulary learning environment with collaborative filtering for support of self-regulated learning. In Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings. PART 2 ed. 2009. p. 523-530. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-04592-9_65

Yamada, Masanori ; Kitamura, Satoshi ; Miyahara, Shiori et al. / Vocabulary learning environment with collaborative filtering for support of self-regulated learning. Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings. PART 2. ed. 2009. pp. 523-530 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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Vocabulary learning environment with collaborative filtering for support of self-regulated learning

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