In this paper we describe a technique for automatic construction of ontology, a semantic representation of a conceptualization, for any domain, organization or enterprise whose web site is existent with quiet a big mi...
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An extremely large number of web pages in the Internet contain free texts in natural language that are only read by human beings. To be understood by machines, these pages should be annotated with semantic markups. Ma...
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A domain specific web search engine is a search engine which replies to domain specific user queries. The crawler in a domain specific search engine must crawl through the domain specific web pages in the World Wide W...
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In this paper we describe a technique for automatic construction of ontology, a semantic representation of a conceptualization, for any domain, organization or enterprise whose web site is existent with quiet a big mi...
详细信息
In this paper we describe a technique for automatic construction of ontology, a semantic representation of a conceptualization, for any domain, organization or enterprise whose web site is existent with quiet a big mine of information. An user interactive system is developed with the help of which any organization, which has a web site to maintain data, but has no corresponding semantic mark up, can automatically construct the ontology and further use that to model domain knowledge and make use of various semantic web applications like semantic web search engine etc. The automated construction of ontology will facilitate further the growth, popularity and usage of the semantic web and semantic web technologies as well as serve as a basis for artificial intelligence reasoning.
An extremely large number of web pages in the Internet contain free texts in natural language that are only read by human beings. To be understood by machines, these pages should be annotated with semantic markups. Ma...
详细信息
An extremely large number of web pages in the Internet contain free texts in natural language that are only read by human beings. To be understood by machines, these pages should be annotated with semantic markups. Manually annotating large number of pages is an arduous work. This has made automatic semantic annotation an urgent challenge. In this paper, we propose machine learning based automatic annotation approach. This approach can be trained for different domains and requires nearly no manual rules.
The web has grown in leaps and bounce in the last decade. The size of the web has become so large that it has become very difficult to find out the necessary information from the web. Search engines help us in our que...
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The web has grown in leaps and bounce in the last decade. The size of the web has become so large that it has become very difficult to find out the necessary information from the web. Search engines help us in our quest of finding the required information on the web. These search engines over the years have also developed themselves in a grand manner. With the advent of ontology based search engine, has only helped the cause. Ontology based search engines are transforming the whole idea of searching into a new league of its own. In this paper we propose a novel approach for proper construction and searching ontology. This proposition of ours will help in the development of a very well organized ontology which in tern will help us in searching the web in a very useful and organized manner. Thus reducing the unwanted search results.
A domain specific web search engine is a search engine which replies to domain specific user queries. The crawler in a domain specific search engine must crawl through the domain specific web pages in the World Wide W...
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A domain specific web search engine is a search engine which replies to domain specific user queries. The crawler in a domain specific search engine must crawl through the domain specific web pages in the World Wide web (WWW). For a crawler it is not an easy task to download the domain specific web pages. Ontology can play a vital role in this context. Our focus will be to identify web pages for a particular domain in WWW.
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