doi: 10.7763/IJMLC.2012.V2.200
The Review of Fields Similarity Estimation Methods
Mahsa Sabbagh Nobarian2
,
Mohammad Reza Feizi Derakhshi1
- 1Department of Computer, University of Tabriz, Tabriz, Iran
- 2Department of Computer, Islamic Azad University, Shabestar Branch, Shabestar, Iran
Abstract
Accuracy and consistency are the most important factors in any databases but increasing size of data has become a great challenge in this area. Detecting duplicate records is an important and very difficult process in huge databases containing millions of records. Field matching is a major process for duplicated record detection. In this paper, an attempt is made to provide a brief survey of field matching techniques and their efficiency.
Keywords
- Duplicate detection
- character based similarity metrics
- edit distance
- Jaro distance
- Q-Grams
How to Cite
Mahsa Sabbagh Nobarian and Mohammad Reza Feizi Derakhshi, "The Review of Fields Similarity Estimation Methods," International Journal of Machine Learning, vol. 2, no. 5, pp. 614-617, 2012. https://doi.org/10.7763/IJMLC.2012.V2.200
Copyright & License
Copyright © 2012 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).