Maximum Entropy classification for record linkage

By record linkage one joins records residing in separate files which are believed to be related to the same entity. In this paper we approach record linkage as a classification problem, and adapt the maximum entropy classification method in text mining to record linkage, both in the supervised and u...

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Veröffentlicht in:	arXiv.org 2021-11
Hauptverfasser:	Lee, Danhyang, Li-Chun, Zhang, Jae-Kwang, Kim
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Entropy Machine learning Maximum entropy
Online-Zugang:	Volltext
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