Student grouping by neural network based on affective factors in learning English

Proceeding of the International Conference on e-Education Entertainment and e-Management, ICEEE 2011

Volumn , Issue , 2011, Pages 226-229

  Bachtiar, Fitra A ^a   Eric, Cooper W ^a   Kamei, Katsuari ^a  

^a RITSUMEIKAN UNIVERSITY   (Japan)

Author keywords

affective factor; neural networks; student grouping

Indexed keywords

AFFECTIVE FACTORS; COLLEGE STUDENTS; COMPLEX PROBLEMS; GROUPING MODEL; LEARNING EFFECTIVENESS; LEARNING ENGLISH; STUDENT GROUPING;

EDUCATION COMPUTING; NEURAL NETWORKS;

STUDENTS;

EID: 84857327194     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICeEEM.2011.6137792     Document Type: Conference Paper

References (22)

1. Perkins, D.N., Salomon, G, "Transfer of Learning," International Encyclopedia of Education, 2nd Edition. Oxford: Pergamon Press, 1992.
2. Pratt, D.O. and Collins, J.B, "The Teaching Perspectives Inventory," Proceedings of the 41st Adult Education Research Conference, Vancouver, B.C. 2000.
3. Felder, R.M. and, Brent, R: Understanding Student Differences. Journal of Engineering Education 94(1), pp. 57-72,2005.
4. th Edition. New York: Pearson Education Inc, 2007.
5. Ellis, R: Understanding Second Language Acquisition. New York: Oxford University Press, 1995.
6. Williams, M., and Burden, R.L: Psychology for Language Teachers: A Social Constructivist Approach. Cambridge: CUP, 1997.
7. Immordino-Yang, M.H., Damasio, A: We feel, therefore we learn: The relevance of affective and social neuroscience to education. Journal Compilation, Vol.1 No. 1, pp. 3-10, 2007.
8. Lippman, R: An introduction to computing with neural nets, IEEE Trans. ASSP Magazine, 4, pp. 4-22, 1987.
9. Obeidat. M.M: Attitudes and Motivation in Second Language Learning. Journal of Faculty Education UAEU Year 18-Issue No. 22, 2005.
10. Wei, M: The Interrelatedness of Affective Factors in EFL Learning: An Examination of Motivational Patterns in Relation to Anxiety in China. TESL-EJ, 2007.
11. Halpern., Carnie S. Strebel: An Investigation of Linguistic, Cognitive, and Affective Factors That Impact English Language Learners' Performance on A State Standarized reading Achievement Test. A dissertation for doctoral degree in the college of education at the University of Central Florida, 2009.
12. Kumar., N.V.Anand, Uma., G.V: Improving Academic Performance of Student by Applying Data Mining Technique. European Journal of Scientific Research. ISSN 1450-216X Vol.34 No.4, pp. 256-534, 2009.
13. Karamouzis, S.T. and, Vrettos, A: An Artificial Neural Network for Predicting Student Graduation Outcome. Proceeding of the World Congress on Engineering and Computer Science 2008. WCECS 2008, October 22-24, 2008, San Fransisco, USA, 2008.
14. th September 2007, Kuala Lumpur, 2007.
15. Horwitz, E.K, Horwitz, M.B., & Cope, J: Foreign Language Classroom Anxiety. The Modern Language Journal, 70(2), 125-132, 1986.
16. Bishop, C.M. Neural Network for Pattern Recognition.New York: Oxford University Press. 1995.
17. Bloom, B.S., Krathwohl, D.R., Masia, B.B: Taxonomy of Eductional Objectives, Handbook II: The Affective Domain, 1964.
18. D.E, Rumelhart, J.L McClelland and PDP Research Group: Parallel Distributed Processing. Vol 1 and 2. MIT Press, 1986.
19. st International Conference on Eorupean Transactional Education, 2010.
20. Butler, F.A. and Stevens, R., "Accomodation strategies for English language learners on large scale assessements: Student characteristic and other considerations. Technical Report, University of California, Los Angles, 1997.
21. Allen, M., Witt, P., and Wheeless, L., "Ther role of teacher immediacy as a motivational foactor in student learning: Using meta-analysis to test a casual model," Communication Education, 55(1), 2006, pp. 21-31. (Pubitemid 43179861)
22. Bachtiar, F., Kamei, K., Cooper, E., "An Estimation Model of English Abilities of Students Based on Their Affective Factors in Learning by Neural Network," in proceedings of IFSA and AFSS International Conference 2011, ISBN: 978-602-99359-0-5, Surabaya-Bali, Indonesia, 21-25 June, 2011.