Abstract
A system has been developed to improve on the quality of search for which we have replaced the present searching methods by our procedure Explore Scheme, which greatly increases the utility of Web, over what is available today. None of the Search Techniques is able to deal effectively and efficiently with the huge volume of information posted on World Wide Web. In the current searching methodology, our proposed system emphasizes on enhancing the searching method by our proposed Explore-Scheme procedure, which provides solution to the complex queries based on contextual expansion. It is our observation that in investigating relevance feedback questions (both existing and new), we will implement the Explore-Scheme algorithm on web in this way we can enhance the ability which will give rise to the information which is good, of some use and relevant. Currently, we are implementing the system that is able to demonstrate important properties of the presented approach. Our method reduces the word to its atomic part thus curtailing the size of the dictionary by saving Storage space and processing time enhancing the processing speed of query. We can finally say that our proposed algorithm will definitely improve the information retrieval capabilities and are able to deal effectively and efficiently with the huge volume of information posted on World Wide Web.
Highlights
Each human being after surfing the web or utilizing the corporate intranet forms an opinion regarding the ways and the means which develops a “good” Web founded systems as well as applications [1]
Article History: Received: 10 November 2020; Revised: 12 January 2021; Accepted: 27 January 2021; Published online: 05 April 2021 Abstract: A system has been developed to improve on the quality of search for which we have replaced the present searching methods by our procedure Explore Scheme, which greatly increases the utility of Web, over what is available today
None of the Search Techniques is able to deal effectively and efficiently with the huge volume of information posted on World Wide Web
Summary
Each human being after surfing the web or utilizing the corporate intranet forms an opinion regarding the ways and the means which develops a “good” Web founded systems as well as applications [1]. Maximum information can be accessed in the form of given text as in the documents, emails, web presentations and manuals etc [24] This form of information comprises the restricted internal structure obviously different from the tabular information stored in Conventional Databases [25]. An innovative approach is devised by utilizing a fact that, as the number of the options of the user is many, it is still found to be limited In this way it is possible to devise and peruse the whole space of feasible options of the user for a cycle of feedback on the importance of the document which is presented and achieve the upper bound the efficiency of the executed relevant feedback algorithm. We have the benefit of this approach ahead as it permits the study of feedback which is important sans the ambiguities of the studies of the user
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