Rule Based Method for Entity Resolution |
Author(s): |
| Ajay Mahajan , Aissms Ioit,Pune; Hemant Halwai, Aissms Ioit,Pune; Nilesh Pawar, Aissms Ioit,Pune |
Keywords: |
| S Entity resolution, Data cleaning, Rule learning |
Abstract |
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Entity Resolution is to distinguish the representations referring to the same real world entity in one or more databases. This project aims at developing a different approach or method for Entity Resolution than the traditional ER(Entity Resolution) methods as it is based on pairwise similarity comparison assuming that the records belonging to the same entity are much more similar to each other than the others. However this assumption does not always hold in practice resulting into incorrect ER result. We present a new class of rules which when applied to every record, we identify which entity the record refers to. |
Other Details |
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Paper ID: IJSRDV4I11108 Published in: Volume : 4, Issue : 1 Publication Date: 01/04/2016 Page(s): 937-938 |
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