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A Novel Approach for Keyword extraction in learning objects using text mining

Author(s):

Akshita Thakkar , Kalol Institute of Technology,GTU; Sandeep Chauhan, Kalol Institute of Technology,GTU

Keywords:

Decision Tree, Keyword Extraction, Text Mining, Krovetz stemmer, WordNET

Abstract

Keyword extraction, concept finding are in learning objects is very important subject in today’s eLearning environment. Keywords are subset of words that contains the useful information about the content of the document. Keyword extraction is a process that is used to get the important keywords from documents. In this proposed System Decision tree algorithm is used for feature selection process using wordnet dictionary. WordNet is a lexical database of English which is used to find similarity from the candidate words. The words having highest similarity are taken as keywords.

Other Details

Paper ID: IJSRDV3I100319
Published in: Volume : 3, Issue : 10
Publication Date: 01/01/2016
Page(s): 478-480

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