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Showing 1 to 6 of 6 for “"entity matching"”.

  1. Knowledge Based Open Entity Matching

    … we argue for the definition a knowledge-based entity matching framework for the implementation of a reliable and incrementally scalable solution. Such knowledge base is formed by an ontology and a set of entity matching rules suitable to be applied as a reliable equational theory in the context …

    trento Repository record for Knowledge Based Open Entity Matching (opens in a new tab)

  2. Automatically learning optimal formula simplifiers and database entity matching rules

    … in constraint solvers and database entity matching (EM). First, we present a system called Swapper based on our framework that can automatically generate code for efficient formula simplifiers specialized to a class of problems. Formula simplification is an important part of modern …

    mit Repository record for Automatically learning optimal formula simplifiers and database entity matching rules (opens in a new tab)

  3. Data-centric Approaches for Responsible Data Science

    … reliability warnings. Secondly, we study entity matching—a foundational task in data integration—through the lens of group fairness. We introduce new fairness definitions for entity matching, conduct a broad empirical analysis of existing techniques, and propose efficient algorithms to …

    uic

  4. Regularized algorithms for ranking, and manifold learning for related tasks

    … Supervise content-word learning, and b) Company Entity matching for record linkage problems.

    mit Repository record for Regularized algorithms for ranking, and manifold learning for related tasks (opens in a new tab)

  5. Temporal Graph Record Linkage and k-Safe Approximate Match

    … to the identical or a sufficiently similar entity from multiple heterogeneous databases. RL is a data and compute intensive, mission critical process. The process must be efficient enough to process big data and effective enough to provide accurate matches. We have evaluated an RL system …

    temple Repository record for Temporal Graph Record Linkage and k-Safe Approximate Match (opens in a new tab)

  6. Truth finding in databases

    Restriction data tranferred 2014-07-01T11:36:02-05:00 Original Data Group with Access Administrator Release Date: 2015-02-03 13:47:48 UTC Reason: Author requested closed access (OA after 2yrs) in Vireo ETD system

    uiuc Repository record for Truth finding in databases (opens in a new tab)