Intelligent Information Retrieval in Semantic Way: Agents and Framework
Dept of Computer Science, Utkal University, Odisha, India, India
ABSTRACT
The semantic web assumes the web as collection of data instead of set of documents. It aims not only to find keywords, but also understand intent of searcher and get contextual meaning of terms as they appear in the searchable dataspace. It can meaningfully correlate the keywords entered for search, thus, providing relevant and more accurate information and not just find all data related to those keywords.Instead of using ranking algorithm, in which pages are returned based on matching of keywords, semantic search takes into account “ semantics” (the science of meaning in language) to produce exactly relevant search results. A multi-agent system(M.A.S.) is an electronics machine made up of multiple interacting intelligent agents within an environment. The problems those are impossible or difficult to solve for an individual agent can be completed with the help of Multi-agent Systems.
