Multi-scale analysis of social network based on diffusion wavelets
A new multi-scale framework based on diffusion wavelets was proposed to analyze the homogeneous relationships,which can be used to conduct multi-scale analysis on structures,contents and user behaviors.The diffusion operator of diffusion wavelet only considers the local similarity in this framework....
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2014-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.011/ |
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| _version_ | 1841539750619512832 |
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| author | Guo-wei SHEN Wu YANG Wen-ting HUANG Wei WANG Li DING Miao YU |
| author_facet | Guo-wei SHEN Wu YANG Wen-ting HUANG Wei WANG Li DING Miao YU |
| author_sort | Guo-wei SHEN |
| collection | DOAJ |
| description | A new multi-scale framework based on diffusion wavelets was proposed to analyze the homogeneous relationships,which can be used to conduct multi-scale analysis on structures,contents and user behaviors.The diffusion operator of diffusion wavelet only considers the local similarity in this framework.The experiments on both synthetic and real-world networks show that the proposed algorithm outperforms the typical algorithms in multi-scale analysis without parameters. |
| format | Article |
| id | doaj-art-988976b93daa4a72a65bcc03244c0dbd |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-988976b93daa4a72a65bcc03244c0dbd2025-01-14T06:42:30ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-01-0135899859678791Multi-scale analysis of social network based on diffusion waveletsGuo-wei SHENWu YANGWen-ting HUANGWei WANGLi DINGMiao YUA new multi-scale framework based on diffusion wavelets was proposed to analyze the homogeneous relationships,which can be used to conduct multi-scale analysis on structures,contents and user behaviors.The diffusion operator of diffusion wavelet only considers the local similarity in this framework.The experiments on both synthetic and real-world networks show that the proposed algorithm outperforms the typical algorithms in multi-scale analysis without parameters.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.011/social networkmulti-scalehomogeneitydiffusion waveletsdiffusion operator |
| spellingShingle | Guo-wei SHEN Wu YANG Wen-ting HUANG Wei WANG Li DING Miao YU Multi-scale analysis of social network based on diffusion wavelets Tongxin xuebao social network multi-scale homogeneity diffusion wavelets diffusion operator |
| title | Multi-scale analysis of social network based on diffusion wavelets |
| title_full | Multi-scale analysis of social network based on diffusion wavelets |
| title_fullStr | Multi-scale analysis of social network based on diffusion wavelets |
| title_full_unstemmed | Multi-scale analysis of social network based on diffusion wavelets |
| title_short | Multi-scale analysis of social network based on diffusion wavelets |
| title_sort | multi scale analysis of social network based on diffusion wavelets |
| topic | social network multi-scale homogeneity diffusion wavelets diffusion operator |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.011/ |
| work_keys_str_mv | AT guoweishen multiscaleanalysisofsocialnetworkbasedondiffusionwavelets AT wuyang multiscaleanalysisofsocialnetworkbasedondiffusionwavelets AT wentinghuang multiscaleanalysisofsocialnetworkbasedondiffusionwavelets AT weiwang multiscaleanalysisofsocialnetworkbasedondiffusionwavelets AT liding multiscaleanalysisofsocialnetworkbasedondiffusionwavelets AT miaoyu multiscaleanalysisofsocialnetworkbasedondiffusionwavelets |