Context-based entity description rule for entity resolution

@inproceedings{Li2011ContextbasedED,
  title={Context-based entity description rule for entity resolution},
  author={Lingli Li and Jianzhong Li and Hongzhi Wang and Hong Gao},
  booktitle={CIKM},
  year={2011}
}
In this paper, we consider the entity resolution(ER) problem, which is to identify objects referring to the same real-world entity. Prior work of ER involves expensive similarity comparison and clustering approaches. Additionally, the quality of entity resolution may be low due to insufficient information. To address these problems, by adopting context information of data objects, we present a novel framework of entity resolution, context-based entity description (CED), to make context… CONTINUE READING

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