Screen LibraryCommunity structure of complex networks
Community structure is a salient structural characteristic of many real-world networks. Communities are generally hierarchical, overlapping, multi-scale and coexist with other types of structural regularities of networks. This poses major challenges for conventional methods of community detection. T...
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| Published: |
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| Literature type: | Electronic eBook |
| Language: | English |
| Series: |
Springer theses,
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| Online Access: |
http://dx.doi.org/10.1007/978-3-642-31821-4 |
| Summary: |
Community structure is a salient structural characteristic of many real-world networks. Communities are generally hierarchical, overlapping, multi-scale and coexist with other types of structural regularities of networks. This poses major challenges for conventional methods of community detection. This book will comprehensively introduce the latest advances in community detection, especially the detection of overlapping and hierarchical community structures, the detection of multi-scale communities in heterogeneous networks, and the exploration of multiple types of structural regularities. |
| Carrier Form: | 1 online resource (xiv, 117 p.) : ill. (some col.) |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9783642318214 (electronic bk.) 3642318215 (electronic bk.) 3642318207 9783642318207 |
| Index Number: | QA76 |
| CLC: | TP3 |
| Contents: |
Community Structure: An Introduction -- Detecting the Overlapping and Hierarchical Community Structure in Networks -- Multiscale Community Detection in Networks with Heterogeneous Degree Distributions -- Community Structure and Diffusion Dynamics on Networks -- Exploratory Analysis of the Structural Regularities in Networks. |