Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model

Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model

Abstract Recent technological advancements have led to a significant increase in digital documents. A document’s key information is generally represented by the keyphrases that provide the abstract description contained therein. With traditional keyphrase techniques, however, it is difficult to iden...

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Bibliographic Details
Main Authors: Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista
Format: Article
Language:English
Published: SpringerOpen 2023-10-01
Series:Journal of Big Data
Subjects:
Context-awareness
Contextual topic discovery
Hierarchical semantic graph
Keyphrase extraction
Topic modeling
Online Access:https://doi.org/10.1186/s40537-023-00833-1

Internet

https://doi.org/10.1186/s40537-023-00833-1

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