Spark RDD with Lucene's query and entity linkage capabilities
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Updated
Nov 6, 2024 - Scala
Entity resolution (also known as data matching, data linkage, record linkage, and many other terms) is the task of finding entities in a dataset that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). Entity resolution is necessary when joining different data sets based on entities that may or may not share a common identifier (e.g., database key, URI, National identification number), which may be due to differences in record shape, storage location, or curator style or preference.
Spark RDD with Lucene's query and entity linkage capabilities
Distributed Bayesian Entity Resolution in Apache Spark
Examples of spark-lucenerdd
Data cleansing problem statement: Data in a record are often duplicated. How do we find the duplicate probability ? [Work In Progress]
Created by Halbert L. Dunn
Released 1946