A Tour to Exact Visualization of Search Engine in Unique Boundaries Facilitating User Expectations to Usage

In today’s world, everything is automated in every field which makes the user interaction with systems easier. The automation process depends on the user query given to the system and also on what basis the system understands the query; based on its intelligence, it produces the results. In majority cases, the results are accompanied by the noisy, dirty and redundant data as a system response. When the user gives an exact query, the system understands the query based on the data training given to it. To overcome this problem, this paper proposes advanced training to the system database with which it can differentiate the domain, based on the user query i.e., it categorizes the user data with the pre-defined classified data existing in the database with clarification and get trained with the proven result. Before navigating to the results, the system prompts to the user for the conformation of the domain, and based on the conformation it navigates to the database unit and fetches the exact data content with the relevant result required for the user query and confirms with the database managing unit and release the response. If the released response is not favouring the user, then the user attempts the same query with additional data. The managing unit retrieves the hierarchical data formed during the data processing, and allows user to choose the appropriate result. The same event is recorded by the data managing unit for further experimentation.