Rule-Based Method for Entity Resolution

@article{Li2015RuleBasedMF,
  title={Rule-Based Method for Entity Resolution},
  author={Lingli Li and Jianzhong Li and Hong Gao},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2015},
  volume={27},
  pages={250-263}
}
The objective of entity resolution (ER) is to identify records referring to the same real-world entity. Traditional ER approaches identify records based on pairwise similarity comparisons, which assumes that records referring to the same entity are more similar to each other than otherwise. However, this assumption does not always hold in practice and similarity comparisons do not work well when such assumption breaks. We propose a new class of rules which could describe the complex matching… CONTINUE READING
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