Towards Scaling Fully Personalized PageRank
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The end-point of a random walk that starts from a random page and can be terminated at each step with probability 1-c is a sample from the distribution π.
“The end-point of a random walk that starts from a random page and can be terminated at each step with probability 1 -c , appears to be a sample from the distribution π [4, 7, 9].”
From Monte Carlo Methods in PageRank Computation: When One Iteration is Sufficient (2007) · cites this paper as [7]
Only two works have applied Monte Carlo methods to the PageRank computation.
“To our best knowledge only in two works [3, 7] the Monte Carlo methods are applied to the PageRank computation.”
From Monte Carlo Methods in PageRank Computation: When One Iteration is Sufficient (2007) · cites this paper as [7]
Cites
Haveliwala, T. H. (2002) · Proceedings of the 11th international conference on World Wide Web · doi:10.1145/511446.511513 · Cited by 1,567 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Local Graph Partitioning using PageRank Vectors
Andersen, R., Chung, F., & Lang, K. (2006) · 2006 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS'06) · doi:10.1109/focs.2006.44 · Cited by 967 · see citing works
Monte Carlo Methods in PageRank Computation: When One Iteration is Sufficient
Avrachenkov, K., Litvak, N., Nemirovsky, D., & Osipova, N. (2007) · SIAM Journal on Numerical Analysis · doi:10.1137/050643799 · Cited by 250 · see citing works
- Authors
- Fogaras, D., & Rácz, B.
- Affiliations
- Budapest University of Technology and Economics (HU)
- Corresponding author
- Fogaras, Dániel
- Venue
- Lecture Notes in Computer Science
- Publisher
- Springer Berlin Heidelberg
- Published
- 2004
- Pages
- 105-117
- ISSN
- 0302-9743 (ISSN-L)
- 1611-3349
- OpenAlex
- W1550457191
- Cited by
- 84
- References
- 1
- Citations by year
- 2025: 1 · 2023: 1 · 2021: 2 · 2020: 3 · 2019: 2 · 2018: 1 · 2017: 6 · 2016: 5 · 2015: 3 · 2014: 4 · 2013: 8 · 2012: 4
- FWCI
- 4.42
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- Lecture notes in computer science (publishedVersion)
- SZTAKI Publication Repository (Hungarian Academy of Sciences) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Information Retrieval and Search Behavior
- Physical Sciences › Computer Science › Information Systems › Web Data Mining and Analysis
- Physical Sciences › Computer Science › Artificial Intelligence › Algorithms and Data Compression
- Keywords
- personalized PageRank, random walks, web page quality, backlinks, query processing, lower bounds
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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