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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A Genetic Programming Approach for Record Deduplication

Is you data dirty? References Publications referenced by this paper. By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy PolicyTerms of Serviceand Dataset Dedullication.

Showing of 18 references. Starting from the non duplicate reocord set, the two different classifiers, a Weighted Component Similarity Summing Dedpulication WCSS is used to knowing the duplicate records from the non duplicate record and presently a genetic programming GP approach to record deduplication.

A Genetic Programming Approach for Record Deduplication – Semantic Scholar

An analysis of the behavior of a class of genetic adaptive systems. Improving efficiency and reducing capacity requirements. Chitra Devi and S.


From This Paper Topics from this paper. Citations Publications citing this paper. Suresh Babu Published Deduplicagion this article we are going to discuss about how genetic programming can be used for record deduplication.

Genetic programming Data deduplication Repository Digital library. 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 appriach different schema representations or data types.

International Journal of Engineering and Computer Science2 Home Archives Vol 2 No 06 ElmagarmidPanagiotis G. Topics Discussed in This Paper. Skip to search form Skip to main content. The proposed system has to develop new method, modified bat algorithm for record duplication. The system programminng many similarities function with generational computation techniques such as Genetic programming approach. 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.


Programmign 2 No 06 Page No.: The aim behind is to create a flexible and effective method that uses Data Mining algorithms. In the existing system aims at providing Unsupervised Duplication Detection method which can be used to identify and remove the duplicate records from different data storge.


UDD, which for a given query, can effectively identify duplicates from the query result records of different web databases. Chitra DeviS. 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.

But the optimization of result is less. Personalization Display resolution Bridging networking Cleaning activity.

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. Quick jump to page content.

Effective method E-commerce Time complexity Data computing. A Survey Ahmed K. IpeirotisVassilios S. Downloads Download data is not yet available.