Electre Tri-Machine Learning Approach to the Record Linkage Problem
arXiv:1505.06614v12 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental improvement for data integration and matching tasks.
The paper tackled the record linkage problem by proposing the Electre Tri-Machine Learning method, achieving over 99% accuracy in correctly identifying matches and non-matches.
In this short paper, the Electre Tri-Machine Learning Method, generally used to solve ordinal classification problems, is proposed for solving the Record Linkage problem. Preliminary experimental results show that, using the Electre Tri method, high accuracy can be achieved and more than 99% of the matches and nonmatches were correctly identified by the procedure.