• DocumentCode
    3238879
  • Title

    An adaptive scheme for handling deletion spelling errors´ for an intelligent e-learning system

  • Author

    Chakraborty, Udit Kumar ; Chowdhury, Sankhyayan ; Roy, Samir

  • Author_Institution
    Dept. of Comput. Sc. & Eng., Sikkim Manipal Inst. of Technol., Sikkim, India
  • fYear
    2010
  • fDate
    2-4 Nov. 2010
  • Firstpage
    260
  • Lastpage
    263
  • Abstract
    An adaptive scheme for handling spelling errors by an e-learner while responding to the e-learning system through typed-in single-word responses is presented in this paper. To simulate the behaviour of a human instructor, the system preprocesses the input word with respect to spelling errors due to wrong letter or missing letter. The appropriately encoded input is then to fed into a neural net that intelligently recognizes the correct response, in spite of minor spelling mistakes committed by the learner. Results show that the scheme intelligent recognises the misspelled words as expected to be done by a human instructor.
  • Keywords
    intelligent tutoring systems; natural language processing; neural nets; adaptive scheme; deletion spelling errors; human instructor; intelligent e-learning system; neural net; spelling mistakes; typed-in single-word responses; Electronic learning; Syntactics; Intelligent Tutoring Systems (ITS); Learners´ Response; Natural Language Processing; Neural Networks; e-learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Technology and Development (ICCTD), 2010 2nd International Conference on
  • Conference_Location
    Cairo
  • Print_ISBN
    978-1-4244-8844-5
  • Electronic_ISBN
    978-1-4244-8845-2
  • Type

    conf

  • DOI
    10.1109/ICCTD.2010.5645875
  • Filename
    5645875