计算机科学
生态系统服务
熵(时间箭头)
服务(商务)
云计算
互联网
生态系统
生态学
万维网
业务
量子力学
生物
操作系统
物理
营销
作者
Xiao Xue,Zhaojie Chen,Shufang Wang,Zhiyong Feng,Yucong Duan,Zhangbing Zhou
出处
期刊:IEEE Transactions on Services Computing
[Institute of Electrical and Electronics Engineers]
日期:2020-08-14
卷期号:15 (4): 1760-1773
被引量:57
标识
DOI:10.1109/tsc.2020.3016660
摘要
With the development of cloud computing, service computing, IoT(Internet of Things) and mobile Internet, the diversity and sociality of services are increasingly apparent. With the increasing complexity of collaborative relationships between services, service ecosystems are beginning to emerge with the characteristics of natural ecosystems, economic systems and complex networks. Under this context, how to realize systematic evaluation of service ecosystem is of great significance to promote its sound development. Based on this, this article proposes a value entropy model that links the operating state of the system with the efficiency of value creation, which helps to clarify the performance of the service ecosystem from the perspective of multi-dimensional integration. In addition, a computational experiment system is established to verify the effectiveness of value entropy model, which stimulates the competitive evolution process of two service ecosystems with different strategies. The result shows that our model can provide new ideas for the analysis of service ecosystem evolution, and can also provide decision support for the optimization of operation strategy.
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