Determining Factors Behind the PageRank Log-Log Plot
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Each is checked against this paper’s own text: does it say what the citing paper says it does?
The differences between the model and the data depend on many factors, in particular, on the choice of data set, as observed in [37].
“The differences between the model and the data depend on many factors, in particular, on the choice of data set, as observed in [37].”
From Asymptotic analysis for personalized Web search (2010) · cites this paper as [37]
The constant in (5.1) is the same as the predicted constant from [37], where the out-degree was assumed random and the teleportation uniform.
“Note that the constant in (5.1) is the same as the predicted constant from [37], where we assumed that the out-degree is random and the teleportation is uniform.”
From Asymptotic analysis for personalized Web search (2010) · cites this paper as [37]
Cites
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
Using PageRank to Characterize Web Structure
Pandurangan, G., Raghavan, P., & Upfal, E. (2002) · Lecture Notes in Computer Science · doi:10.1007/3-540-45655-4_36 · Cited by 164 · see citing works
In-Degree and PageRank: Why Do They Follow Similar Power Laws?
Litvak, N., Scheinhardt, W. R. W., & Volkovich, Y. (2007) · Internet Mathematics · doi:10.1080/15427951.2007.10129293 · Cited by 62 · see citing works
Self-citationThe distribution of PageRank follows a power-law only for particular values of the damping factor
Becchetti, L., & Castillo, C. (2006) · Proceedings of the 15th international conference on World Wide Web · doi:10.1145/1135777.1135955 · Cited by 48 · cited 1× · see citing works
“Further experiments [9, 16, 18] confirmed this phenomenon.”
PageRank of Scale-Free Growing Networks
Avrachenkov, K., & Lebedev, D. (2006) · Internet Mathematics · doi:10.1080/15427951.2006.10129120 · Cited by 44 · see citing works
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Cited by
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Asymptotic analysis for personalized Web search
Volkovich, Y., & Litvak, N. (2010) · Advances in Applied Probability · doi:10.1239/aap/1275055243 · Cited by 69 · see citing works
Self-citation
- Authors
- Volkovich, Y., Litvak, N., & Donato, D.
- Affiliations
- University of Twente (NL)
- Yahoo (Spain) (ES)
- Venue
- Lecture Notes in Computer Science
- Publisher
- Springer Berlin Heidelberg
- Published
- 2007-11-14
- Pages
- 108-123
- OpenAlex
- W1865446091
- Cited by
- 31
- References
- 5
- Citations by year
- 2023: 1 · 2021: 1 · 2019: 3 · 2016: 4 · 2015: 1 · 2014: 2 · 2013: 1 · 2012: 1
- FWCI
- 5.63
- Type
- conference paper
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Springer eBooks (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- University of Twente Research Information (submittedVersion, other-oa)
- University of Twente Research Information (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Physical Sciences › Computer Science › Information Systems › Information Retrieval and Search Behavior
- Physical Sciences › Computer Science › Information Systems › Web visibility and informetrics
- Keywords
- PageRank, log-log plots, power-law distribution, in-degree distribution, out-degree distribution, damping factor, regular variation, stochastic modeling, ranking scheme, information networks
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.
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