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 – Semantic Scholar

Quick jump to page content. Record deduplication[1] is the task of identifying, in a data deruplication, records that refer to the same real entity or any object in spite of spelling mistakes, typing errors, different writing styles or prlgramming different schema representations or data types. Chitra Devi and S. 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 License.

Showing of 18 references. ElmagarmidPanagiotis G. 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. Home Archives Vol 2 No 06 In the existing deduplicaation aims at providing Unsupervised Duplication Detection method which can be used to identify and remove the duplicate records from different data storge.


Improving efficiency and reducing capacity requirements.

Effective method E-commerce Time dedkplication Data computing. Suresh Babu Published In this article we are going to discuss about how genetic programming can be used for record deduplication. 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 deruplication for training purposes.

From This Paper Topics from this paper.

A Genetic Programming Approach for Record Deduplication

The proposed system has to develop new method, modified bat algorithm for record duplication. Topics Discussed in This Paper.

A Survey Ahmed K. Citations Publications citing this paper.

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. Vol 2 No 06 Genetix No.: Genetic programming Data deduplication Repository Digital library. Is you data dirty?



Chitra DeviS. An analysis of the behavior of a class of genetic adaptive systems. The system shares many similarities function with generational computation techniques such as Genetic programming approach.

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

Skip to search form Skip to main content. Downloads Download data is not yet available. UDD, which for a given query, can effectively identify duplicates from the query result records of different web databases.

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, ho near-duplicates entries in their repositories. International Journal of Engineering and Computer Science2 The aim behind is to create a flexible and effective method that uses Data Mining algorithms.