大数据联盟动态网络结构演化模型研究

发布时间：2018-04-17 21:16

本文选题：大数据联盟 + 动态网络　；参考：《情报杂志》2017年06期

【摘要】：[目的/意义]大数据联盟作为新型的组织形式,关于其演化规律及数据资源如何影响大数据联盟演化已成为亟需解决的热点问题。在数据资源视角下对大数据联盟网络结构动态演化模型进行了研究,对大数据联盟稳定有序发展具有重要理论与现实意义。[方法/过程]通过分析数据资源流动增值过程,提出了基于EDRV的演化动因,进一步分析了大数据联盟演化过程及演化规则,在无标度网络演化模型基础上,提出了基于成员核心能力、数据资源异质性和数据资源势差的演化模型,并对模型有效性进行仿真实验。[结果/结论]通过Matlab软件仿真验证表明提出的大数据联盟动态网络结构演化模型在一定程度上保持了成员间合作的公平性。最后提出了促进大数据联盟演化发展的策略。
[Abstract]:Objective / significance as a new type of organization, big data Alliance has become a hot issue that needs to be solved on how its evolution law and data resources influence the evolution of big data alliance.This paper studies the dynamic evolution model of big data's network structure from the perspective of data resources, which has important theoretical and practical significance for the stable and orderly development of big data's alliance.[method / process] by analyzing the process of data resource flow and increment, this paper puts forward the evolutional motivation based on EDRV, and further analyzes the evolution process and rules of big data's alliance, which is based on the scale-free network evolution model.An evolutionary model based on core competence, heterogeneity of data resources and potential difference of data resources is proposed, and the validity of the model is simulated.[results / conclusion] the simulation results of Matlab software show that the proposed dynamic network structure evolution model of big data alliance maintains the fairness of cooperation among members to a certain extent.Finally, the paper puts forward the strategies to promote the evolution and development of big data's alliance.
【作者单位】：哈尔滨理工大学管理学院;哈尔滨理工大学高新技术产业发展研究中心;
【基金】：国家自然科学基金项目“大数据联盟云服务模式研究”(编号:71672050);“基于‘云环境’的IT产业联盟知识转移与共享机制研究”(编号:71272191) 黑龙江省高等学校哲学社会科学创新团队建设计划(TD20123)研究成果之一
【分类号】：F49;TP311.13

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