A Framework for Statistical Entity Identification in R
A Framework for Statistical Entity Identification in R
M. Denk
2007 · DOI: 10.1007/978-3-540-78246-9_40
Annual Conference of the Gesellschaft für Klassifikation · 2 Citations
TLDR
A framework for statistical entity identification focusing on probabilistic record linkage and string matching and its implementation in R is presented, structured into seven core components: data preparation, candidate selection, comparison, scoring, classification, decision, and evaluation.