DocumentCode
3085289
Title
Applying word sense disambiguation to question answering system for e-learning
Author
Hung, Jason C. ; Wang, Ching-Sheng ; Yang, Che-Yu ; Chiu, Mao-Shuen ; Yee, George
Author_Institution
Dept. of Inf. Manage., Northern Taiwan Inst. of Sci. & Technol., Taipei, Taiwan
Volume
1
fYear
2005
fDate
28-30 March 2005
Firstpage
157
Abstract
Interaction between the student and the instructor is important for the student to gain knowledge. Also, one of the major tasks on the instructor in e-learning is to reply student e-mails and posted messages. Students usually raise their questions by these two methods in an e-learning environment. In this paper, we introduce a semantic-based automated question answering system that can act like a virtual teacher to respond to student questions online. With the system, not only the instructor can be relieved from the load of answering lots of questions, but also the student can mostly get answers promptly without waiting for the instructor to get online and provide an answer. This would be a big help for both the instructor and the student in e-learning environment. Through the process of raising questions and getting answers, the knowledge base will be enriched for future questions answering. Further, not only the students can get answers for their questions, but also the instructors could know what problems students encounter in learning. These would be big aids to both the teaching and the learning.
Keywords
Internet; computer aided instruction; distance learning; information retrieval systems; natural languages; teaching; Wordnet; distance education; e-learning; information retrieval systems; natural language processing; semantic-based automated question answering system; teaching; word sense disambiguation; Computer science; Councils; Data mining; Databases; Electronic learning; Humans; Information management; Information retrieval; Information science; Knowledge engineering; Wordnet; automated question answering; distance education; natural language processing; word sense;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications, 2005. AINA 2005. 19th International Conference on
ISSN
1550-445X
Print_ISBN
0-7695-2249-1
Type
conf
DOI
10.1109/AINA.2005.121
Filename
1423486
Link To Document