In this article we are going to discuss about how genetic programming can be used for record deduplication. Several systems that rely on the integrity of the data. GP-based approach we proposed to record deduplication by performing a comprehensive Keywords: Genetic Programming, DBMS, Duplication, Optimisation. Request PDF on ResearchGate | A Genetic Programming Approach to Record Deduplication | Several systems that rely on consistent data to.
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Starting from the non duplicate reocord set, the two different classifiers, a Weighted Component Similarity Summing Classifier WCSS is used to knowing the duplicate records from the non duplicate record and presently a genetic programming GP approach to record reecord.
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AN OPTIMIZED APPROACH FOR RECORD DEDUPLICATION USING MBAT ALGORITHM Subi S, Thangam P
The proposed system has to develop new method, modified bat algorithm for record duplication. In the existing system aims at providing Unsupervised Duplication Zpproach method which can be used to identify and remove the duplicate records from different data storge.
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A Genetic Programming Approach for Record Deduplication – Semantic Scholar
UDD, which for a given query, can effectively identify duplicates from the query result records of different web databases. Skip to search form Skip to main content. An analysis of the behavior of a class of genetic adaptive systems.
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Moises G. de Carvalho – Google Scholar Citations
Several systems that rely on the integrity of the data in order to offer high quality services, such as digital libraries and ecommerce brokers, may be affected by the existence of duplicates, quasi-replicas, or near-duplicates entries in their repositories. International Journal of Engineering and Computer Science2 The system shares many similarities function with generational computation techniques such as Genetic programming ot.
The aim behind is to create ap;roach flexible and effective method that uses Data Mining algorithms. ElmagarmidPanagiotis G. A Survey Ahmed K. References Publications referenced by this paper. IpeirotisVassilios S. Quick jump to page content.
Genetic programming Data deduplication Repository Digital library. Effective method E-commerce Time complexity Data computing. From This Paper Topics from this paper.
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Since record deduplication is a time taking task even for small repositories, the aim is to foster a method that finds a proper combination of the proper pieces of attribute with similarity function, thus yielding a deduplication function that maximizes performance using a small representative portion of the corresponding data for training purposes.
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Record deduplication is the task of identifying, in a data storage, records that refer to the same real entity or any object in spite of spelling mistakes, typing errors, different writing styles or even different schema representations or data types.