About this paper

Appears in:
Pages: 5799-5805
Publication year: 2018
ISBN: 978-84-09-02709-5
ISSN: 2340-1117
doi: 10.21125/edulearn.2018.1398

Conference name: 10th International Conference on Education and New Learning Technologies
Dates: 2-4 July, 2018
Location: Palma, Spain

PROPOSING ALGORITHM TO IMPROVE STUDENT EVALUATION PROCESS

R. Boncea, A. Zamfiroiu, E. Mitan

National Institute for R&D in Informatics - ICI Bucharest (ROMANIA)
In this paper we propose an algorithm to improve the virtual learning assessment based on student tests history. By annotating each question in a quiz with elements which include the difficulty and domain of applicability and by logging student grade for each question, we get datasets that can be used to monitor student improvement over time and to check on their performance in each area or domain of expertise.
The algorithm can be used to improve areas where students are less knowledgeable by providing quizzes which address these particular areas taking into account their previous results and, by integrating big data technologies and machine learning, we get new information insights.
Applying this algorithm, the evaluation process will be improved because the quizzes are personalized for each student based on his experience and the continuous monitoring of student performance.
@InProceedings{BONCEA2018PRO,
author = {Boncea, R. and Zamfiroiu, A. and Mitan, E.},
title = {PROPOSING ALGORITHM TO IMPROVE STUDENT EVALUATION PROCESS},
series = {10th International Conference on Education and New Learning Technologies},
booktitle = {EDULEARN18 Proceedings},
isbn = {978-84-09-02709-5},
issn = {2340-1117},
doi = {10.21125/edulearn.2018.1398},
url = {http://dx.doi.org/10.21125/edulearn.2018.1398},
publisher = {IATED},
location = {Palma, Spain},
month = {2-4 July, 2018},
year = {2018},
pages = {5799-5805}}
TY - CONF
AU - R. Boncea AU - A. Zamfiroiu AU - E. Mitan
TI - PROPOSING ALGORITHM TO IMPROVE STUDENT EVALUATION PROCESS
SN - 978-84-09-02709-5/2340-1117
DO - 10.21125/edulearn.2018.1398
PY - 2018
Y1 - 2-4 July, 2018
CI - Palma, Spain
JO - 10th International Conference on Education and New Learning Technologies
JA - EDULEARN18 Proceedings
SP - 5799
EP - 5805
ER -
R. Boncea, A. Zamfiroiu, E. Mitan (2018) PROPOSING ALGORITHM TO IMPROVE STUDENT EVALUATION PROCESS, EDULEARN18 Proceedings, pp. 5799-5805.
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