Inconsistency-driven approach for human-in-the-loop entity matching

Inconsistency-driven approach for human-in-the-loop entity matching

Introduction. Entity matching is a fundamental operation in a wide range of information management applications and a tremendous number of methods have been proposed to address the problem. Human-in-the-loop entity matching is a human-AI collaborative approach which is effective when the data for e...

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Bibliographic Details
Main Authors: Hiroyoshi Ito, Takahiro Koizumi, Ryuji Yoshimoto, Yukihiro Fukushima, Takashi Harada, Atsuyuki Morishima
Format: Article
Language:English
Published: University of Borås 2025-03-01
Series:Information Research: An International Electronic Journal
Subjects:
Active learning
Human-in-the-Loop
Data integration
Online Access:https://publicera.kb.se/ir/article/view/47140
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https://publicera.kb.se/ir/article/view/47140

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