Automatic reasoning technology based on secondary CBR

Haobin Shi, Wenjie Dong, Linquan Yang, Zhujun Yu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Because of the unique knowledge representation method and natural learning ability, researchers pay more and more attention to the Case-Based Reasoning (CBR). Currently, the most CBR technology just a simple case reuse, it cannot doing the case revise or case revise didn't have good generality. Aiming at the problem of it, this paper proposed a framework of automatic reasoning technology based on secondary CBR. The framework drive the case reuse by case revise, storing the base case with primary case base, use the secondary difference case base to store the case adjust knowledge, and with the secondary CBR assist the whole automatic reasoning process completely. Practical application shows that the technology has good practicality and generality.

Original languageEnglish
Title of host publicationAdvances in Automation and Robotics, Vol. 2 - Selected Papers from the 2011 International Conference on Automation and Robotics, ICAR 2011
Pages1-8
Number of pages8
DOIs
StatePublished - 2011
Event2011 International Conference on Automation and Robotics, ICAR 2011 - Dubai, United Arab Emirates
Duration: 1 Dec 20112 Dec 2011

Publication series

NameLecture Notes in Electrical Engineering
Volume123 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference2011 International Conference on Automation and Robotics, ICAR 2011
Country/TerritoryUnited Arab Emirates
CityDubai
Period1/12/112/12/11

Keywords

  • automatic reasoning
  • case reuse
  • case revise
  • CBR

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