• Title of article

    An intelligent questionnaire analysis expert system

  • Author/Authors

    Chu، نويسنده , , Yian-Shu and Tseng، نويسنده , , Shian-Shyong and Tsai، نويسنده , , Yujie and Luo، نويسنده , , Ren-Jei، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    12
  • From page
    2699
  • To page
    2710
  • Abstract
    In the questionnaire analysis, how to find a statistically significant difference between two or more groups in a continuous measure is one of the major problems in researches. However, it is difficult for researchers to solve the issue of finding possible statistically significant difference. There are two causes of this issue. The one is that the process of finding the statistically significant differences is highly dependent on researchers’ intuition and experience, and the other is that the original questionnaire data may not be good enough to find the statistically significant differences. s paper, we build a data warehouse and a forward-chaining rule-base expert system with three kinds of indicators, Increase, StepDown, and Dice, for drilling down the data warehouse to assist researchers in exploring the data to select appropriate statistics methods to find possible significant differences. The prototype of this expert system has been implemented, and the results of experiment about satisfaction survey showed finding the significant difference becomes easier, and users were interested in the idea of this system.
  • Keywords
    Statistically significant difference , expert system , DATA WAREHOUSING , On-line analytic processing (OLAP)
  • Journal title
    Expert Systems with Applications
  • Serial Year
    2009
  • Journal title
    Expert Systems with Applications
  • Record number

    2345385