A Graph-Based Author Name Disambiguation Method and Analysis via Information Theory

A Graph-Based Author Name Disambiguation Method and Analysis via Information Theory

Name ambiguity, due to the fact that many people share an identical name, often deteriorates the performance of information integration, document retrieval and web search. In academic data analysis, author name ambiguity usually decreases the analysis performance. To solve this problem, an author na...

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Bibliographic Details
Main Authors: Yingying Ma, Youlong Wu, Chengqiang Lu
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Entropy
Subjects:
name disambiguation
graph neural network
clustering analysis
mutual information
Online Access:https://www.mdpi.com/1099-4300/22/4/416

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