Robust Bidirectional Poly-Matching

• Main Authors: LEE, Ween Jiann, TKACHENKO, Maksim, LAUW, Hady Wirawan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Lenses; Cameras; Noise measurement; Matched filters; Soft sensors; Mathematical models; Linear programming; Entity resolution; matching; one-to-many; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8277; https://ink.library.smu.edu.sg/context/sis_research/article/9280/viewcontent/Robust_bidirectional_poly_av.pdf
• Institution: Singapore Management University

A fundamental problem in many scenarios is to match entities across two data sources. It is frequently presumed in prior work that entities to be matched are of comparable granularity. In this work, we address one-to-many or poly-matching in the scenario where entities have varying granularity. A di...