Abstract: We propose a novel approach to classify documents into different categories using lexical chaining. In this paper we present a text categorization technique that extracts lexical features of words occurring in a document. Two kinds of lexical chains based on the WordNet and Wikipedia reference sources are created using the semantic neighborhood of tokens. The strength of each lexical chain is determined with the help of

Abstract not found

Abstract not found

www.IJCSI.org IJCSI proceedings are currently indexed by: © IJCSI PUBLICATION 2012 www.IJCSI.org IJCSI Publicity Board 2012

All the respective authors are the sole owner and responsible of published research and research papers are published after full consent of respective author or co-author(s). For any discussion on research subject or research matter, the reader should directly contact to undersigned authors. COPYRIGHT Copyright©2012 IJSRP.ORG All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, scanning or otherwise, except as described below, without the permission in writing of the Publisher. Copying of articles is not permitted except for personal and internal use, to the extent permitted by national copyright law, or under the terms of a license issued by the national Reproduction Rights Organization. All the published research can be referenced by readers/scholars/researchers in their further research with proper citation given to original authors. DISCLAIMER

www.IJCSI.org IJCSI proceedings are currently indexed by: © IJCSI PUBLICATION 2012 www.IJCSI.org IJCSI Publicity Board 2012