On computing HITS ExpertRank via lumping the hub matrix

DOI10.1080/03081087.2022.2158995arXiv2112.13173MaRDI QIDQ6198680

Yuehua Feng, Yongxin Dong, Jianxin You

Publication date: 23 February 2024

Published in: Linear and Multilinear Algebra (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2112.13173

zbMATH Keywords

similarity transformationlumpingHITSdangling nodesnondangling nodes

Mathematics Subject Classification ID

Computational methods for sparse matrices (65F50) Eigenvalues, singular values, and eigenvectors (15A18) Iterative numerical methods for linear systems (65F10)

Cites Work

• Practical acceleration for computing the HITS expertrank vectors
• An extrapolation iteration and its lumped type iteration for computing PageRank
• Authoritative sources in a hyperlinked environment
• The PageRank Vector: Properties, Computation, Approximation, and Acceleration
• PageRank Computation, with Special Attention to Dangling Nodes
• A Survey of Eigenvector Methods for Web Information Retrieval
• A Two-Stage Algorithm for Computing PageRank and Multistage Generalizations
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