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
Link To Document :
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