About this paper

Appears in:
Pages: 1867-1877
Publication year: 2015
ISBN: 978-84-606-5763-7
ISSN: 2340-1079

Conference name: 9th International Technology, Education and Development Conference
Dates: 2-4 March, 2015
Location: Madrid, Spain

A MODEL TO RECOMMEND BEST CLASSIFIER AMONG DIFFERENT MACHINE LEARNING ALGORITHMS FOR AN INTERACTIVE LEARNING ENVIRONMENT

A.F. Hegazy1, S. Hassan2

1Arab Academy for Science, Technology & Maritime Transport (AAST) (EGYPT)
2The Egyptian Cabinet - Information and decision support center (IDSC) (EGYPT)
With the increased integration of technology in education process and the evolution of social media portals usage, education development professionals are challenged to personalize and create an interactive learning environment that fulfills learners’ needs to catch their minds through different pedagogical and innovative approaches.

An understanding of how the individual learning style and cognitive traits interacts with the instructional medium presented is needed.
This study explore a model functioning through multi layers to make a comparative analysis among different machine learning algorithms in order to know which one is the most fit for the used dataset which encompasses two data sources the first acquired from the Learning Management System “LMS” while the second was the Social Media portals associated with that LMS.

Also this study examined the VARK (visual, auditory, read/write, and kinesthetic) learning style inventory using the variable-centered, person-centered and social approaches.
@InProceedings{HEGAZY2015AMO,
author = {Hegazy, A.F. and Hassan, S.},
title = {A MODEL TO RECOMMEND BEST CLASSIFIER AMONG DIFFERENT MACHINE LEARNING ALGORITHMS FOR AN INTERACTIVE LEARNING ENVIRONMENT},
series = {9th International Technology, Education and Development Conference},
booktitle = {INTED2015 Proceedings},
isbn = {978-84-606-5763-7},
issn = {2340-1079},
publisher = {IATED},
location = {Madrid, Spain},
month = {2-4 March, 2015},
year = {2015},
pages = {1867-1877}}
TY - CONF
AU - A.F. Hegazy AU - S. Hassan
TI - A MODEL TO RECOMMEND BEST CLASSIFIER AMONG DIFFERENT MACHINE LEARNING ALGORITHMS FOR AN INTERACTIVE LEARNING ENVIRONMENT
SN - 978-84-606-5763-7/2340-1079
PY - 2015
Y1 - 2-4 March, 2015
CI - Madrid, Spain
JO - 9th International Technology, Education and Development Conference
JA - INTED2015 Proceedings
SP - 1867
EP - 1877
ER -
A.F. Hegazy, S. Hassan (2015) A MODEL TO RECOMMEND BEST CLASSIFIER AMONG DIFFERENT MACHINE LEARNING ALGORITHMS FOR AN INTERACTIVE LEARNING ENVIRONMENT, INTED2015 Proceedings, pp. 1867-1877.
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