摘要
以CNKI总库上有关复杂网络的相关文献为数据源,在共词分析的基础上通过多维尺度分析方法和战略坐标分析方法探析复杂网络在我国的研究现状及发展趋势,为从事复杂网络研究的学者提出参考。结果表明:①复杂网络的研究可分为两类,一类是复杂网络的理论研究,另一类是复杂网络的管理和安全方面的研究,这两个研究领域联系不紧密。②复杂网络的理论研究涉及复杂网络拓扑统计性质、演化机制与稳定性等,该领域整体联系比较紧密,研究趋向成熟。复杂网络管理、安全类团内部结构松散,研究尚不成熟,但与复杂网络中其他研究结合紧密,有进一步的发展空间。③在复杂网络的理论研究方面,与复杂系统、加权网络、拓扑结构、同步、稳定性、神经网络相关的研究领域可能成为今后研究的热点领域;在复杂网络管理、安全方面,SNMP将有可能成为热点研究项目。
In this paper, the authors adopted the hterature related to complex network in CNKI database as the data source. Based on the coword analysis, the authors analyzed the status and development trend of complex network in our country by multidimensional scaling analysis and strategic coordinate analysis. This paper tried to give some advice on complex network. The results show that ： ①The study of complex networks could be divided into two categories. One was the theoretical study of complex network,and the other was the management and security research on complex network.The two research areas were not closely hnked. ②Thcoretical study of complex network involved statistical properties of complex network, evolutionary mechanisms and stability. The overall field of study tended to mature. As for the structure of the management and security of complex net- work, the interior of the structure was loose, and the research was not yet mature. But the structure linked closely together with other study of complex network, and there was further room for development. ③In the complex network of thcoretical research, the complex system, weighted network, topology, synchronization, stability, neural network - related research areas may be hot, and in the complex network management, the security, SNMP would likely become a hot research.
出处
《资源开发与市场》
CAS
CSSCI
2011年第2期122-126,共5页
Resource Development & Market
基金
中国地质大学(北京)2009年度研究生科技创新扶持奖励基金项目(编号:2009121105)
关键词
复杂网络
共词分析
多维尺度分析
战略坐标分析
complex network
co- word analysis
multidimensional scaling analysis
strategic coordinate analysis
