• DocumentCode
    1844613
  • Title

    Research of Fuzzy Theory in Subjective Human Reviewers

  • Author

    Min Chen ; Ruogu Luo

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Hunan Inst. of Technol., Hengyang, China
  • fYear
    2013
  • fDate
    21-23 June 2013
  • Firstpage
    799
  • Lastpage
    801
  • Abstract
    As the key technology improving in network education system, fuzzy theory which applies in the subjective automatic grading technology increasingly gains much attention. At present, natural language automatic scoring system has not yet appeared and the existing systems which are closely correlated with the development of natural language processing technology and with its application level in automatic correction system are designed and developed for specific domains and special needs. Therefore, we should pay close attention to the newest development of natural language processing technology and make the most use of the automatic calibration system. This paper introduces the single similar degree of fuzzy mathematics to describe the score of similar degree in subjective questions and initially achieve a dynamic adjustable automatic scoring algorithm.
  • Keywords
    fuzzy set theory; language translation; natural language processing; automatic calibration system; automatic correction system; fuzzy mathematics; fuzzy theory; natural language automatic scoring system; natural language processing technology; network education system; subjective automatic grading technology; subjective human reviewers; Algorithm design and analysis; Computers; Education; Heuristic algorithms; Magnetic heads; Natural languages; Standards; Automatic marking; Fuzzy theory; Online examination;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
  • Conference_Location
    Shiyang
  • Type

    conf

  • DOI
    10.1109/ICCIS.2013.214
  • Filename
    6643130