DocumentCode
571738
Title
Use of an Evolutionary Approach for Question Paper Template Generation
Author
Paul, Dimple V. ; Naik, S.B. ; Rane, P. ; Pawar, Jyoti D.
Author_Institution
Dept. of Comp. Sc., D.M.´s Coll., Mapusa, India
fYear
2012
fDate
18-20 July 2012
Firstpage
144
Lastpage
148
Abstract
This paper focuses on question paper template generation and its use in dynamic generation of examination question paper. Question paper template generation is a constrained based optimization problem. Choosing an efficient, scientific and rational algorithm to generate a template is the key to dynamic examination question paper generation. By using the evolutionary computational search technique of evolutionary programming and educational taxonomies, this paper analyses and experimentally proves that the generated question paper templates are best suited for dynamic examination paper generation. This new technique outperforms traditional algorithms in terms of coverage of topics, learning domains and marks distribution in the generated question paper.
Keywords
computer aided instruction; evolutionary computation; optimisation; constrained based optimization problem; dynamic examination paper generation; dynamic examination question paper generation; dynamic generation; educational taxonomies; evolutionary approach; evolutionary computational search technique; evolutionary programming; learning domains; marks distribution; question paper template generation; question paper templates; Educational institutions; Heuristic algorithms; Programming profession; Sociology; Statistics; Taxonomy; blooms taxonomy; evolutionary programming; question bank; question paper template;
fLanguage
English
Publisher
ieee
Conference_Titel
Technology for Education (T4E), 2012 IEEE Fourth International Conference on
Conference_Location
Hyderabad
Print_ISBN
978-1-4673-2173-0
Type
conf
DOI
10.1109/T4E.2012.24
Filename
6305956
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