Duplicate Detection in Hierarchical Data Using XPath
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 6
Abstract
Abstract: There were many techniques for identifying duplicates in relational data, but only a few solutions focus on identifying duplicates which has complex hierarchical structure, as XML data. In this paper, we present a new technique for identifying XML duplicates, so-called XML duplication using Xpath. XML duplication using Xpath technique uses a Bayesian network to conclude the possibility that two xml elements are duplicates, based on the information within the elements and other information organized in the XML. Inaddition, to increase the proficiency of the web usage, a new pruning strategy was created. This pruning strategy will help to gain maximum benefits over non-computing algorithm. This technique can be used to increase the proficiency of identifying duplicates and remove it, so no duplicate record will be there. Through many experiments, our algorithm is able to achieve high accuracy and retrieve count in several XML dataset. XML duplication using Xpath technique is able to outclass another technique for identifying duplicates, both in proficiency and potency
Authors and Affiliations
Akash R. Petkar, , Vijay B. Patil
Keywords
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