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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Home Archives Vol 2 No 06 Since record deduplication is a time taking task even for small repositories, the aim is to foster a method that ceduplication 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.

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. IpeirotisVassilios S.

Improving efficiency and reducing capacity requirements. Skip to search form Skip to main content. UDD, which for a given query, can effectively identify duplicates from the query result records of different web databases.


Effective method E-commerce Time complexity Data computing. An analysis of the behavior of a class of genetic adaptive systems.

A Genetic Programming Approach for Record Deduplication

Downloads Download data is not yet available. 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 deduplication.

Chitra Devi and S. Approahc Journal of Engineering and Computer Science2 Showing of 18 references.

A Genetic Programming Approach for Record Deduplication – Semantic Scholar

Personalization Display resolution Bridging networking Cleaning activity. Genetic programming Data deduplication Repository Digital library. In the existing system aims at providing Unsupervised Duplication Provramming method which can be used to identify and remove the duplicate records from different data storge. A Survey Ahmed K.

Moises G. de Carvalho – Google Scholar Citations

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The aim behind is to create a flexible and effective method that uses Data Mining algorithms. By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy PolicyTerms of Serviceand Dataset License. Citations Publications citing this paper. The system shares many similarities function with generational computation techniques such as Genetic programming approach.


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Topics Discussed in This Paper. Suresh Babu Published In this article we are going to discuss about how genetic programming can be used for record deduplication. The approach joins several different pieces of attribute with similarity function extracted from the data content to produce a deduplication function that is able to identify whether two or more entries in a repository are replicas or not.

The proposed system has to develop new method, modified bat algorithm for record duplication.

Record deduplication[1] 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. Vol 2 No 06 Page No.: But the optimization of result is less.

Is you data dirty? ElmagarmidPanagiotis G. Chitra DeviS. References Publications referenced by this paper.