Framework of SW-Metapath2vec algorithm.

Framework of SW-Metapath2vec algorithm.

<div><p>Link prediction in heterogeneous networks is an active research topic in the field of complex network science. Recognizing the limitations of existing methods, which often overlook the varying contributions of different local structures within these networks, this study introduce...

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Bibliographic Details
Main Author: Lang Chai (20521817) (author)
Other Authors: Rui Huang (141490) (author)
Published: 2025
Subjects:
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
path traces generated
offer valuable insights
embedding learning process
active research topic
complex network science
link prediction techniques
scale heterogeneous networks
link prediction
heterogeneous networks
varying contributions
synthetic datasets
substantial proportion
results indicate
random walks
practical application
often overlook
network nodes
findings contribute
existing methods
embedded vectors
cosine similarity
assigning weights
analyzing large
algorithm enhances
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