A Research-oriented Survey and Current Status on Feature Extraction, Ontology Construction towards Natural Language Processing
Due to the increasing amount of information in the World Wide Web, there is a need to develop an efficient approach which can process wide collection of data and convert those data into meaningful knowledge to the user. With this in mind, researchers have focused on improved feature extraction method in natural language texts that are available in the Web in various forms such as., news, articles, journals, design documents, etc., Over the past few years, the problem has been identified from many areas, in many domains and is solved giving some satisfactory result, which gives us future direction for our research. In this paper, we are going to review some existing approaches, issues, and advantages to understand the problems.
Keywords: Knowledge Extraction,Natural Language, OntologyLearning,GeneClassification,Term Extraction
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ABOUT THE AUTHORS
Dhanasekaran
Dhanasekaran received the B.E degree in Computer Science during 2006 from Mahendra Engineering College affiliated to Anna University,chennai.He received his M.E degree in computer science from K.S.R College of Engineering affiliated to the Anna University of Technology in June 2009. Currently he is a research scholar and Assistant Professor in Info Institute of Engineering affiliated to Anna University of Technology,Coimbatore,Tamilnadu,India.His current research interests include semantic Web, ontologies, machine learning,Data mining, semantic Web services, and information search and retrieval. He is a member of the MISTE.
Rajeswari
Rajeswari received the B.E degree from Thiagarayar Engineering College in 1995.She received M.E degree from Thiagarayar Engineering College in 1998.She received her Ph.D in Power System Engineering from Anna University,Chennai,India in 2009.She is currently an Assistant Professor of Electronics and Instrumentation Engineering Department at the Government College of Technology,Coimbatore,India.Her research areas include Power System Engineering,Power System Protection.She is a member of the ISTE.
Dhanasekaran
Dhanasekaran received the B.E degree in Computer Science during 2006 from Mahendra Engineering College affiliated to Anna University,chennai.He received his M.E degree in computer science from K.S.R College of Engineering affiliated to the Anna University of Technology in June 2009. Currently he is a research scholar and Assistant Professor in Info Institute of Engineering affiliated to Anna University of Technology,Coimbatore,Tamilnadu,India.His current research interests include semantic Web, ontologies, machine learning,Data mining, semantic Web services, and information search and retrieval. He is a member of the MISTE.
Rajeswari
Rajeswari received the B.E degree from Thiagarayar Engineering College in 1995.She received M.E degree from Thiagarayar Engineering College in 1998.She received her Ph.D in Power System Engineering from Anna University,Chennai,India in 2009.She is currently an Assistant Professor of Electronics and Instrumentation Engineering Department at the Government College of Technology,Coimbatore,India.Her research areas include Power System Engineering,Power System Protection.She is a member of the ISTE.
