Research on Application of Data Mining in Virtual Community of Foreign Language Learning

2018 ◽  
Author(s):  
Liuxin Gao
Keyword(s):  
Data Mining ◽  
Foreign Language ◽  
Language Learning ◽  
Virtual Community ◽  
Foreign Language Learning ◽  
Research On Application

An Analysis of Factors Influencing Foreign Language Self-Efficacy Based on C5.0 Decision Tree Algorithm in Data Mining

2014 ◽  
Vol 538 ◽  
pp. 460-464
Author(s):  
Xue Li
Keyword(s):  
Data Mining ◽  
Decision Tree ◽  
Foreign Language ◽  
Language Learning ◽  
Learning Strategies ◽  
Self Efficacy ◽  
Foreign Language Learning ◽  
Decision Tree Algorithm ◽  
Tree Algorithm ◽  
C5.0 Decision Tree

Based on inter-correlation and permeability among disciplines, the author makes an attempt to apply the information science to cognitive linguistics to provide a new perspective for the study of foreign languages. The correlation between self-efficacy and such four factors as anxiety, learning strategies, motivation and learners’ past achievement is analyzed by means of data mining and the extent to which the above factors affect self-efficacy in language learning is explored in this paper. The paper employs the decision tree algorithm in SPSS Clementine. C5.0 decision tree algorithm is adopted to analyze data in the study. The results are elicited from the researches carried out in this paper. The increased anxiety is bound to weaken learners’ motivation over time. It is obvious that learners have low self-efficacy. It is very important to employ strategies in foreign language learning. Ignorance of using learning strategies may result in unplanned learning with unsatisfactory achievements in spite of more efforts involved. Self-efficacy in foreign language learning may be weakened accordingly. Learners’ past achievement is a reference dimension in measuring self-efficacy with weaker influence.

Data mining in foreign language learning

2018 ◽  
Vol 10 (1) ◽  
Author(s):  
Javier Bravo‐Agapito ◽  
Claire Frances Bonilla ◽  
Isaac Seoane
Keyword(s):  
Data Mining ◽  
Foreign Language ◽  
Language Learning ◽  
Foreign Language Learning

Animacy Effects Persist in Foreign-Language Learning

2013 ◽  
Author(s):  
Joshua E. Vanarsdall ◽  
James S. Nairne ◽  
Mindi Cogdill ◽  
Josefa N. S. Pandeirada
Keyword(s):  
Foreign Language ◽  
Language Learning ◽  
Foreign Language Learning

Foreign language learning in older age does not improve memory or intelligence: Evidence from a randomized controlled study.

2020 ◽  
Vol 35 (2) ◽  
pp. 212-219
Author(s):  
Rasmus Berggren ◽  
Jonna Nilsson ◽  
Yvonne Brehmer ◽  
Florian Schmiedek ◽  
Martin Lövdén
Keyword(s):  
Foreign Language ◽  
Language Learning ◽  
Foreign Language Learning ◽  
Older Age ◽  
Randomized Controlled Study ◽  
Controlled Study ◽  
Randomized Controlled
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