Disambiguating USPTO inventor names with semantic fingerprinting and DBSCAN clustering

Hongqi Han
Hongqi Han
Yongsheng Yu
Yongsheng Yu
Xiaorui Zhai
Xiaorui Zhai
Yaxin Ran
Yaxin Ran
Jingpeng Han
Jingpeng Han

ELECTRONIC LIBRARY, pp. 225.0-239.0, 2019.

Cited by: 0|Views9
EI

Abstract:

Purpose The aim of this study is to present a novel approach based on semantic fingerprinting and a clustering algorithm called density-based spatial clustering of applications with noise (DBSCAN), which can be used to convert investor records into 128-bit semantic fingerprints. Inventor disambiguation is a method used to discover a uniqu...More

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