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Supervised and extended restart in random walks for ranking and link prediction in networks

Given a real-world graph, how can we measure relevance scores for ranking and link prediction? Random walk with restart (RWR) provides an excellent measure for this and has been applied to various applications such as friend recommendation, community detection, anomaly detection, etc. However, RWR s...

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Detalles Bibliográficos
Autores principales: Jin, Woojeong, Jung, Jinhong, Kang, U.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6426185/
https://www.ncbi.nlm.nih.gov/pubmed/30893375
http://dx.doi.org/10.1371/journal.pone.0213857