Information Retrieval (IR) through Semantic Web (SW): An Overview
This is an incremental overview for researchers and practitioners in information retrieval and semantic web fields.
The paper addresses the challenge of retrieving precise information from the vast web by highlighting the limitations of current Information Retrieval (IR) techniques in exploiting semantic knowledge, and it discusses the use of Semantic Web (SW) languages for organizing data to improve access.
A large amount of data is present on the web. It contains huge number of web pages and to find suitable information from them is very cumbersome task. There is need to organize data in formal manner so that user can easily access and use them. To retrieve information from documents, we have many Information Retrieval (IR) techniques. Current IR techniques are not so advanced that they can be able to exploit semantic knowledge within documents and give precise results. IR technology is major factor responsible for handling annotations in Semantic Web (SW) languages and in the present paper knowledgeable representation languages used for retrieving information are discussed.