DocumentCode :
2933929
Title :
Designing GA-Based Auto-Generator of Examination Questions
Author :
Teo, Noor Hasimah Ibrahim ; Bakar, N.A. ; Karim, Saadaoui
Author_Institution :
Fac. of Comput. & Math. Sci., Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2012
fDate :
14-16 Nov. 2012
Firstpage :
60
Lastpage :
64
Abstract :
Examinations are important tools for assessing student performance. They are commonly used as a metric to determine the quality of the students. However, preparation of quality examination questions is cumbersome and challenging especially for lecturers teaching new subjects. The problem becomes significant among novice lecturers. Usually, lecturers prepare complete sets of questions paper manually and store it in a Question bank. The glaring issue is how to auto-generate question papers that would conform to Outcome Based Education (OBE) specification. This project will investigate multi-constraints genetic algorithm approaches in designing Auto-Generator Of Examination Questions (AGEQ). The requirement model for AGEQ will be discussed in detail. The analysis shows impressive results in the difference between the desired and actual AGEQ output.
Keywords :
educational administrative data processing; formal specification; genetic algorithms; teaching; AGEQ output; GA-based autogenerator design; OBE; autogenerator of examination questions; examination questions; lecturers; multiconstraints genetic algorithm approaches; outcome based education specification; quality examination questions; question bank; question paper autogeneration; requirement model; student performance assessment; student quality; teaching; Biological cells; Databases; Education; Genetic algorithms; Linear programming; Sociology; Statistics; Genetic Algorithm; OBE; examination question; multiple constraint;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Modeling and Simulation (EMS), 2012 Sixth UKSim/AMSS European Symposium on
Conference_Location :
Valetta
Print_ISBN :
978-1-4673-4977-2
Type :
conf
DOI :
10.1109/EMS.2012.69
Filename :
6410129
Link To Document :
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