• 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