Co-embedding attributed networks with external knowledge

Co-embedding attributed networks with external knowledge

Attributed network embedding aims to learn representations of nodes and their attributes in a low-dimensional space that preserves their semantics. The existing embedding models, however, consider node connectivity and node attributes only while ignoring external knowledge that can enhance node repr...

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Bibliographic Details
Main Authors: LO, Pei-chi, LIM, Ee-peng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
Subjects:
Attributed Networks
Network Embedding
Knowledge Graph
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/6118
https://ink.library.smu.edu.sg/context/sis_research/article/7121/viewcontent/BIGDATA_CO_EMBEDDING_ATTRIBUTED_NETWORKS_WITH_EXTERNAL_KNOWLEDGE.PDF
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/6118
https://ink.library.smu.edu.sg/context/sis_research/article/7121/viewcontent/BIGDATA_CO_EMBEDDING_ATTRIBUTED_NETWORKS_WITH_EXTERNAL_KNOWLEDGE.PDF

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