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  Comparing Apples and Oranges: Normalized PageRank for Evolving Graphs

Berberich, K., Bedathur, S., Vazirgiannis, M., & Weikum, G. (2007). Comparing Apples and Oranges: Normalized PageRank for Evolving Graphs. In C. L. Williamson, M. E. Zurko, P. F. Patel-Schneider, & P. J. Shenoy (Eds.), WWW 2007: 16th International World Wide Web Conference (pp. 1145-1146). New York, NY, USA: ACM.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-000F-1E94-4 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-000F-1E95-2
Genre: Conference Paper

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 Creators:
Berberich, Klaus1, Author           
Bedathur, Srikanta1, Author           
Vazirgiannis, Michalis1, Author           
Weikum, Gerhard1, Author           
Affiliations:
1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              

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 Abstract: Page\-Rank is the best known technique for link-based importance ranking. The computed importance scores, however, are not directly comparable across different snapshots of an evolving graph. We present an efficiently computable normalization for Page\-Rank scores that makes them comparable across graphs. Furthermore, we show that the normalized Page\-Rank scores are robust to non-local changes in the graph, unlike the standard Page\-Rank measure.

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Language(s): eng - English
 Dates: 2008-03-192007
 Publication Status: Issued
 Pages: -
 Publishing info: New York, NY, USA : ACM
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 356480
DOI: 10.1145/1242572.1242737
Other: Local-ID: C12573CC004A8E26-31DEB7636690F704C125729C003181EF-BerberichBWV2007
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Title: Untitled Event
Place of Event: Banff, Canada
Start-/End Date: 2007-05-08 - 2007-05-12

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Title: WWW 2007 : 16th International World Wide Web Conference
Source Genre: Proceedings
 Creator(s):
Williamson, Carey L., Editor
Zurko, Mary Ellen, Editor
Patel-Schneider, Peter F., Editor
Shenoy, Prashant J., Editor
Affiliations:
-
Publ. Info: New York, NY, USA : ACM
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1145 - 1146 Identifier: ISBN: 978-1-59593-654-7