- author = "A. Revathy and R. Suresh",
- booktitle = "International Conference on Information Communication and Embedded Systems (ICICES 2014)",
- title = "An evolutional approach for record deduplication and improving accuracy level in large repositories",
- year = "2014",
- month = feb,
- abstract = "This paper deals how genetic programming can be used for record de-duplication. Many systems rely on the data integrity for offering high quality services that may be affected by the existence of near-replicas, quasi-replicas, or replicas entries in their repositories. So, there has been a huge effort from private and public organisations for developing effective methods for removing duplicates from large data repositories. It is because of clear, duplicate-free repositories not only allow the retrieval of higher-quality data but also lead to a more concise data representation and for efficient savings in execution time and resources to proceed the data. In this paper, we improve the results of a GP-based approach for record de-duplication by doing a comprehensive set of experiments regarding its parametrisation setup. Our experiments show that some parameter like efficiency, accuracy can improve the results to up 30percent. Thus, the obtained results can be used as preventive way for suggesting the best way to set up our GP-based approach parameters to record de-duplication.",
- keywords = "genetic algorithms, genetic programming",
-
DOI = "
doi:10.1109/ICICES.2014.7033864",
-
notes = "Dept. of Comput. Sci. & Eng., Sri Manakula Vinayagar
Eng. Coll., Puducherry, India
Also known as \cite{7033864}",
