SVM ADAPTATION FOR USE IN WEB MINING Cover Image

SVM ADAPTATION FOR USE IN WEB MINING
SVM ADAPTATION FOR USE IN WEB MINING

Author(s): Dumitru Ciobanu
Subject(s): Economy
Published by: Editura Universitaria Craiova
Keywords: SVM; web structure mining; string kernel; string theory

Summary/Abstract: Support Vector Machines (SVMs) have found many applications in various fields. They have been introduced for classification problems and extended to regression. In this paper I adapt SVM to be used in web structure mining using kernel string that was developed for comparing text files. The main objective was to specify the kernel function that will be used for classification.

  • Issue Year: 2012
  • Issue No: 19
  • Page Range: 165-173
  • Page Count: 9
  • Language: English
Toggle Accessibility Mode