图 书 馆
无规模小世界图的高阶变换检验Examining Higher Order Transformations for Scale-free Small World Graphs |
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| 课程网址: | http://videolectures.net/eccs07_quasthoff_eho/ |
| 主讲教师: | Uwe Quasthoff |
| 开课单位: | 莱比锡大学 |
| 开课时间: | 2007-12-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The degree distribution of scale-free Small World networks follows a power law. For random graph generators, its exponent is constrained by the construction mechanism, whereas in real-world data, different slopes can be observed. However, the degree distribution alone does not reveal much of the local structure of these graphs. Therefore, we propose a graph transformation we call ”higher order” transformation, which encodes the number of common neighbours two vertices share in its edge weights. Studying the degree distribution of secondand third order graphs and comparing it to natural language cooccurrence data, we find that the higher order transformation reveals differences that cannot be detected by only looking at traditional measures on the original graph. |
| 关 键 词: | 幂律; 随机图生成器; “高阶”变换 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-03-19：lxf |
| 阅读次数: | 35 |