• 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