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Permutations with string distance for near duplicates detection
A RapidMiner newbie needs your help :-)
We are trying to use RapidMiner to analyse a huge dataset stored in an Oracle Database. The data represents organisation (companies) information such as addresses, emails, description, market sector...
The idea would be to compute the similitude (using string distance functions ?) of each of these companies with each other (permutations ?)... The goal being to find the near duplicates in the database.
Would RapidMiner be able to achieve such task ? If yes, how should I procede ? Any help would be really appreciated
Thanks a lot