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Case study to approaches to finding patterns in citation networks

2014/05/22 by Ben Pringle, Pringle, Ben, Mukkai Krishnamoorthy +3
Computer Science · Physics and Astronomy · #Digital Libraries (cs.DL) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.DL #cs.SI #physics.soc-ph

paper · pdf · doi:10.48550/arxiv.1405.5845

16 pages, 6 figures

arxiv created 2014/05/22 · arxiv updated 2014/05/23

Abstract

Analysis of a dataset including a network of LED patents and their metadata is carried out using several methods in order to answer questions about the domain. We are interested in finding the relationship between the metadata and the network structure; for example, are central patents in the network produced by larger or smaller companies? We begin by exploring the structure of the network without any metadata, applying known techniques in citation analysis and a simple clustering scheme. These techinques are then combined with metadata analysis to draw preliminary conclusions about the dataset.

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