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