The assignment of mining, the utilized component vector is estimated as the most critical errand for enhancing the content handling abilities. In this paper, authors have proposed another approach which is to be utilized as a part of the arrangement of highlight vector for report grouping of web content. Semantics are appended with highlight vector. Utilization of wordnet ontology helps in expulsion of futile word. This outcomes in enhanced component vector estimate as size of highlight vector has been lessened because of the expulsion of futile words. Content reports are spoken to through vector space display. Proposed wordnet ontology based strategy was contrasted and some non wordnet philosophy based methods and it has been discovered that proposed system has beated the other on all the pertinent parameters.
