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Semantic Knowledge Acquisition of Information for Syntactic webKeywords: Ontology , OWL , RDFS , Name entity recognition , machine learing , Probability Reasoner Abstract: Information retrieval is one of the most common web service used. Information is knowledge. In earlierdays one has to find a resource person or resource library to acquire knowledge. But today just by typing akeyword on a search engine all kind of resources are available to us. Due to this mere advancement thereare trillions of information available on net. So, in this era we are in need of search engine which alsosearch with us by understanding the semantics of given query by the user. One such design is only possibleonly if we provide semantic to our ordinary HTML web page. In this paper we have explained the conceptof converting an HTML page to RDFS/OWL page. This technique is incorporated along with naturallanguage technology as we have to provide the Hyponym and Meronym of the given HTML pages. Throughthis automatic conversion the concept of intelligent information retrieval is framed.
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