| Autor: |
Lazib, Samia, Bouarab‐Dahmani, Farida, Haddadi, Lynda |
| Předmět: |
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| Zdroj: |
Computer Applications in Engineering Education; Sep2019, Vol. 27 Issue 5, p1139-1155, 17p, 7 Diagrams, 12 Charts |
| Abstrakt: |
Opinion mining is a fast‐developing field of study with numerous applications. It raises economic and political interests, especially in decision‐making processes. In this paper, we are interested in educational opinion mining. We propose an educational guidance process that aims to improve university orientation after the secondary school cycle. Unlike the ordinary orientation processes, our process integrates the opinions of pupil, parents, and teachers, collected periodically. These opinions are treated to sort out the studies' domains in a positive polarity order. An orientation score is then calculated based on these opinions, the student's aptitudes and the continuous evaluation marks to guide pupils toward the most favourable discipline. The experimentations conducted on a sample of pupils (300) give a better convergence to the pupils' explicit choices using our proposal with a κ coefficient of 0.71, against 0.29 using only marks. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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