Framework for Automatic Reuse of Existing Online Semantic Resources by Facilitating Concept Extraction Using Word Sense Disambiguation in Computational Linguistics Techniques

摘要

The vision of Semantic web added several dimensions to the previously linear representation of the World Wide Web that consisted of web resources like web pages and hyperlinks. These dimensions allow for software agents/machines to make knowledgeable decisions and retrieve relevant resources which are related in meaning and not only by named links. The new infrastructure consists of semantic repositories like network of ontologies, also called semantic networks. Several interesting research issues have emerged in the context of these semantic repositories ranging from their creation, bootstrapping and interoperability to make semantic web a reality. We propose a novel approach to deal with the issue of creation of ontologies from existing online semantic repositories by using Swoogle API. Our aim is to discover concepts from online resources indexed by the Swoogle Search Engine by using advanced techniques Word Sense Disambiguation.