Introduction

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

Abstract

Expert systems have been increasingly popular for commercial applications. A rule based system is a special type of expert system. The development of rule based systems began in the 1960s but became popular in the 1970s and 1980s (Partridge and Hussain in Knowledge Based Information Systems. Mc-Graw Hill, London, 1994). A rule based system typically consists of a set of if-then rules, which can serve many purposes such as decision support or predictive decision making in real applications.

Original languageEnglish
Title of host publicationRule Based Systems for Big Data
Subtitle of host publicationA Machine Learning Approach
PublisherSpringer
Pages1-9
Number of pages9
Edition1st
ISBN (Electronic)9783319236964
ISBN (Print)9783319236957, 9783319370279
DOIs
Publication statusPublished - 17 Sept 2015

Publication series

NameStudies in Big Data
Volume13
ISSN (Print)2197-6503
ISSN (Electronic)2197-6511

Keywords

  • ensemble learning approach
  • knowledge based information systems
  • regression rules
  • single rule base
  • top-down induction of decision trees (TDIDT)

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