Record linkage (also known as data matching, data linkage, entity resolution, and many other terms) is the task of finding records in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, and databases).

2024年1月3日 · Record linkage and machine learning methods are used for matching or linking records among various data sets.

2023年7月20日 · RecordLinkage is a powerful and modular record linkage toolkit to link records in or between data sources. The toolkit provides most of the tools needed for record linkage and deduplication. The package contains indexing methods, …

What is record linkage? The term record linkage is used to indicate the procedure of bringing together information from two or more records that are believed to belong to the same entity. Record linkage is used to link data from multiple data sources or to find duplicates in a …

Record linkage is the means of combining information from a variety of computerized files. It is also referred to as data cleaning (McCallum and Wellner 2003) or object identification (Tejada et al. 2002).

Record Linkage is the process in which records or units from different data sources are joined together into a single file using non-unique identifiers, such as names, date of birth, addresses and other characteristics.

2017年1月1日 · Identifying and linking records that correspond to the same real-world entity in one or more databases is an increasingly important task in many data mining and machine learning projects.

2020年2月18日 · Record linking and fuzzy matching are terms used to describe the process of joining two data sets together that do not have a common unique identifier. Examples include trying to join files based on people’s names or merging data …

RecordLinkage is a powerful and modular record linkage toolkit to link records in or between data sources. The toolkit provides most of the tools needed for record linkage and deduplication. The package contains indexing methods, functions to compare records and classifiers.

Record linkage (surveyed in [8]) clusters database records such that each cluster corresponds to a single distinct real-world entity (e.g., a business, a person).