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2007 Seventh IEEE International Conference on Data Mining
Exploration of Link Structure and Community-Based Node Roles in Network Analysis
Omaha, Nebraska, USA
October 28-October 31
ISBN: 0-7695-3018-4
ASCII Text
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Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfahanian, "Exploration of Link Structure and Community-Based Node Roles in Network Analysis," Data Mining, IEEE International Conference on, pp. 649-654, 2007 Seventh IEEE International Conference on Data Mining, 2007.
 
 
BibTex
x
 
@article{ 10.1109/ICDM.2007.37,
author = {Jerry Scripps and Pang-Ning Tan and Abdol-Hossein Esfahanian},
title = {Exploration of Link Structure and Community-Based Node Roles in Network Analysis},
journal ={Data Mining, IEEE International Conference on},
volume = {0},
year = {2007},
issn = {1550-4786},
pages = {649-654},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2007.37},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Data Mining, IEEE International Conference on
TI - Exploration of Link Structure and Community-Based Node Roles in Network Analysis
SN - 1550-4786
SP649
EP654
A1 - Jerry Scripps,
A1 - Pang-Ning Tan,
A1 - Abdol-Hossein Esfahanian,
PY - 2007
VL - 0
JA - Data Mining, IEEE International Conference on
ER -
 
Communities are nodes in a network that are grouped together based on a common set of properties. While the communities and link structures are often thought to be in alignment, it may not be the case when the communities are defined using other external criterion. In this paper we provide a new way to measure the alignment. We also provide a new metric that can be used to estimate the number of communities to which a node is attached. This metric, along with degree, is used to assign a communitybased role to nodes. We demonstrate the usefulness of the community-based node roles by applying them to the influence maximization problem.
Citation:
Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfahanian, "Exploration of Link Structure and Community-Based Node Roles in Network Analysis," icdm, pp.649-654, 2007 Seventh IEEE International Conference on Data Mining, 2007
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