NDLI: Uncovering structure dynamics of the evolving networks

Content Provider	IEEE Xplore Digital Library
Author	Tao Jia
Copyright Year	2015
Description	Author affiliation: Sch. of Remote Sensing & Inf. Eng., Wuhan Univ., Wuhan, China (Tao Jia)
Abstract	The evolving networks have attracted extensive attentions in the past several years since the availability of networked data in many fields, such as social media, transportation, and the World Wide Web. This paper presents a simple method to measure the structure dynamics of the evolving networks using the concepts of stable nodes and new nodes. Stable nodes refer to the ones that never disappear in the whole observing time period, and they can be used to examine the structure robustness of the evolving networks. New nodes mean the ones appearing in the current time period but not in the previous time period, and they are employed to investigate the structure change of the evolving networks. To verify the usage of our method, we apply it to explore the evolution of the US Airport Network (USAN) from the year 1991 to 2011 and the street network in Beijing from the year 2009 to 2012. Our findings suggested universal structural patterns of the evolving networks, which might benefit network scientists to devise new models or transportation administrators to better design and manage the network.
Starting Page	1
Ending Page	5
File Size	803433
Page Count	5
File Format	PDF
ISSN	2161024X
e-ISBN	9781467376631
DOI	10.1109/GEOINFORMATICS.2015.7378657
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-06-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Complex networks Cities and towns Media Stable node Evolution Robustness Structure dynamics New node
Content Type	Text
Resource Type	Article
Subject	Geography, Planning and Development Computer Networks and Communications Information Systems Electrical and Electronic Engineering Computer Vision and Pattern Recognition Software

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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