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( Wanchang Jiang ),( Yanhui Liu ),( Shengda Wang ),( Jian Guo ) 한국인터넷정보학회 2021 KSII Transactions on Internet and Information Syst Vol.15 No.3
The edges with “bridge characteristic” play the role of connecting the communication between regions in power optical cable network. To solve the problem of mining edges with “bridge characteristic” in provincial power optical cable network, the complex power optical cable network model is constructed. Firstly, to measure the generated potential energy of all nodes in n-level neighborhood local structure for one edge, the n-level neighborhood local structure topological potential is designed. And the minimum connected chain attenuation is designed to measure the attenuation degree caused by substituted edges. On the basis of that, the minimum connected chain attenuation topological potential based measurement is designed. By using the designed measurement, a bridge-edges mining algorithm is proposed to mine edges with “bridge characteristic”. The experiments are conducted on the physical topology of the power optical cable network in Jilin Province. Compared with that of other three typical methods, the network efficiency and connectivity of the proposed method are decreased by 3.58% and 28.79% on average respectively. And the proposed method can not only mine optical cable connection with typical “bridge characteristic” but also can mine optical cables without obvious characteristics of city or voltage, but it have “bridge characteristic” in the topology structure.
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Community Detection using Closeness Similarity based on Common Neighbor Node Clustering Entropy
Wanchang Jiang,Xiaoxi Zhang,Weihua Zhu 한국인터넷정보학회 2022 KSII Transactions on Internet and Information Syst Vol.16 No.8
In order to efficiently detect community structure in complex networks, community detection algorithms can be designed from the perspective of node similarity. However, the appropriate parameters should be chosen to achieve community division, furthermore, these existing algorithms based on the similarity of common neighbors have low discrimination between node pairs. To solve the above problems, a noval community detection algorithm using closeness similarity based on common neighbor node clustering entropy is proposed, shorted as CSCDA. Firstly, to improve detection accuracy, common neighbors and clustering coefficient are combined in the form of entropy, then a new closeness similarity measure is proposed. Through the designed similarity measure, the closeness similar node set of each node can be further accurately identified. Secondly, to reduce the randomness of the community detection result, based on the closeness similar node set, the node leadership is used to determine the most closeness similar first-order neighbor node for merging to create the initial communities. Thirdly, for the difficult problem of parameter selection in existing algorithms, the merging of two levels is used to iteratively detect the final communities with the idea of modularity optimization. Finally, experiments show that the normalized mutual information values are increased by an average of 8.06% and 5.94% on two scales of synthetic networks and real-world networks with real communities, and modularity is increased by an average of 0.80% on the real-world networks without real communities.
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유완창(Wanchang Ryu),차호정(Hojung Cha) 한국정보과학회 2011 한국정보과학회 학술발표논문집 Vol.38 No.1D
스마트폰 상에서 현재 연결되어 있는 셀 타워 아이디의 정보는 사용자에게 특화된 서비스를 제공하기 위한 기초적인 정보로 활용이 가능하다. 셀 타워 아이디의 정보는 낮은 수준의 정확도의 위치정보를 얻을 수 있게 해주며 이러한 위치 정보의 계속적인 모니터링을 통해서 사용자의 생활 패턴까지도 유추가 가능하다. 본 논문에서는 안드로이드 플랫폼 상에서 추가적인 에너지의 소모 없이 셀 타워 아이디를 지속적으로 모니터링 하는 방법을 구현 및 실험 하였다.
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Experimental study on multi-level overtopping wave energy convertor under regular wave conditions
Zhen Liu,Zhi Han,Wanchang Yang 대한조선학회 2018 International Journal of Naval Architecture and Oc Vol.10 No.5
A multi-level overtopping wave energy converter was designed according to the large tidal range and small wave heights in China. It consists of two reservoirs with sloping walls at different levels. The reservoirs share a common outflow duct and a low-head axial turbine. The experimental study was carried out in a laboratory wave-flume to investigate the overtopping performance of the device. The depth-gauges were used to measure the variation of the water level in the reservoirs. The data was processed to derive the time-averaged overtopping discharges. It was found that the lower reservoir can store wave waters at the low water level and break the waves which try to climb up to the upper reservoir. The upper sloping angle and the opening width of the lower reservoir both have significant effects on the overtopping discharges, which can provide more information to the design and optimization of this type of device.
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Experimental study on multi-level overtopping wave energy convertor under regular wave conditions
Liu, Zhen,Han, Zhi,Shi, Hongda,Yang, Wanchang The Society of Naval Architects of Korea 2018 International Journal of Naval Architecture and Oc Vol.10 No.5
A multi-level overtopping wave energy converter was designed according to the large tidal range and small wave heights in China. It consists of two reservoirs with sloping walls at different levels. The reservoirs share a common outflow duct and a low-head axial turbine. The experimental study was carried out in a laboratory wave-flume to investigate the overtopping performance of the device. The depth-gauges were used to measure the variation of the water level in the reservoirs. The data was processed to derive the time-averaged overtopping discharges. It was found that the lower reservoir can store wave waters at the low water level and break the waves which try to climb up to the upper reservoir. The upper sloping angle and the opening width of the lower reservoir both have significant effects on the overtopping discharges, which can provide more information to the design and optimization of this type of device.
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