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地点网络中的社区发现
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作者 郑香平 於志勇 温广槟 《计算机科学》 CSCD 北大核心 2018年第6期46-50,共5页
地点网络可从一些独特的视角来刻画城市的空间结构。通过研究城市地点网络的特点及其与传统社交网络的区别,提出了基于地点网络的社区发现算法。该算法综合考虑地点临近性、地点间的连接和用户出行行为的相似性,先进行初始社区的划分,... 地点网络可从一些独特的视角来刻画城市的空间结构。通过研究城市地点网络的特点及其与传统社交网络的区别,提出了基于地点网络的社区发现算法。该算法综合考虑地点临近性、地点间的连接和用户出行行为的相似性,先进行初始社区的划分,再反复迭代计算各地点隶属于本社区的程度,对隶属度较低的地点进行调整直到收敛,从而发现有意义的城市社区。通过分析社区内部地点的属性和关联,验证了算法的有效性。 展开更多
关键词 群智感知 社区发现 地点网络
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Sensor deployment strategy for chain-type wireless underground mine sensor network 被引量:16
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作者 CHEN Guang-zhu ZHU Zhen-cai ZHOU Gong-bo SHEN Chun-feng SUN Yan-jing 《Journal of China University of Mining and Technology》 EI 2008年第4期561-566,共6页
Wireless sensor networks (WSNs) are very important for monitoring underground mine safety. Sensor node deployment affects the performances of WSNs. In our study, a chain-type wireless underground mine sensor network (... Wireless sensor networks (WSNs) are very important for monitoring underground mine safety. Sensor node deployment affects the performances of WSNs. In our study, a chain-type wireless underground mine sensor network (CWUMSN) is first pre- sented. A CWUMSN can monitor the environment and locate miners in underground mines. The lowest density deployment strate- gies of cluster head nodes are discussed theoretically. We prove that the lifetime of CWUMSN with a non-uniform deployment strategy is longer than with a uniform deployment strategy. Secondly, we present the algorithm of non-uniform lowest density de- ployment of cluster head nodes. Next, we propose a dynamic choice algorithm of cluster head nodes for CWUMSN which can im- prove the adaptability of networks. Our experiments of CWUMSN with both non-uniform lowest density and uniform lowest den- sity deployments are simulated. The results show that the lifetime of CWUMSN with non-uniform lowest density deployment is almost 2.5 times as long as that of the uniform lowest density deployment. This work provides a new deployment strategy for wire- less underground mine sensor networks and then effectively promotes the application of wireless sensor networks to underground mines. 展开更多
关键词 wireless sensor networks chain-type underground mine sensor node deployment network lifetime
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Kaixin001 Network with Random Hierarchical Model
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作者 张娟 张瀚青 《Journal of Donghua University(English Edition)》 EI CAS 2011年第4期371-374,共4页
A new random hierarchical model to describe the neighborhood properties of Kaixin001 network is developed in this paper. The degree distribution of this network model follows P(k) k-γ with y = 1. It means the netw... A new random hierarchical model to describe the neighborhood properties of Kaixin001 network is developed in this paper. The degree distribution of this network model follows P(k) k-γ with y = 1. It means the network model has a power-law distribution. Through calculating the clustering coefficients and average path length (APL), the result reflects that the model has the properties of high clustering coefficients and low APL. 展开更多
关键词 power-law distribution social network sites(SNS) Kaixin001 network
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