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Random Walks and Network Properties Kumar, Ravi
Description
A random walk is a natural way to explore a network. We will study the use of uniform random walks to estimate various properties such as the size of the network, average degree, number of triangles, etc. Less obvious random walks can also be designed to do other tasks such as uniformly generating a node or counting network motifs. However, our perspective is that one has to be careful in using random walks for applications.
Item Metadata
Title |
Random Walks and Network Properties
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2016-08-29T11:10
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Description |
A random walk is a natural way to explore a network. We will study
the use of uniform random walks to estimate various properties such as
the size of the network, average degree, number of triangles, etc.
Less obvious random walks can also be designed to do other tasks such
as uniformly generating a node or counting network motifs. However,
our perspective is that one has to be careful in using random walks
for applications.
|
Extent |
26 minutes
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: Google
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Series | |
Date Available |
2017-03-01
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0343031
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Other
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International