Design of an Automatic Ontology Construction Mechanism Using Semantic Analysis of the Documents

Ontologies play a major role in supporting information exchange processes in various areas. At present, ontologies are applied to the World Wide Web for creation of semantic web. The main application area of ontology technology is Knowledge Management. In the present scenario, it is difficult to acquire knowledge and then to maintain knowledge in a given domain. Manual ontology population is labor intensive and time consuming. Hence there is need to devise a method to provide fully automatic feeding of Web-based knowledge to the ontology. Moreover, for constructing ontology automatically, there is a need to discover a way to find, structure, and display the relationships between attributes and objects of a sentence. In this paper, a technique of Automatic Semantic Domain-ontology Populator (ASDP) towards construction of given domain modeled by the database is being proposed. ASDP is a way to find, structure, and display relationships between concepts, which consist of attributes and objects. This method helps in understanding a given domain and in building a domain model for it.