Data, information, and knowledge-driven manipulation between strategical planning and technical implementation for wireless sensor network construction

Data, information, and knowledge-driven manipulation between strategical planning and technical implementation for wireless sensor network construction
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无线传感器网络建设的战略规划和技术实施之间的数据、信息和知识驱动的操纵

DOI:
10.1177/1550147717743700
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发表时间:
2017
影响因子:
2.3
通讯作者:
Yu Lifeng
Yu Lifeng
中科院分区:
计算机科学4区
文献类型:
--
作者:
Duan Yucong;Shao Lixu;Yang Xiaoxian;Sun Xiaobing;Zhou Zhangbing;Yu Lifeng

文献摘要

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为信息技术方面的实施提供指导和直接集成,以实现连贯的数据、信息和知识协调以及稳健的价值导向适应性,以实现业务盈利能力的最大化;我们建议利用服务经济学的思想,在应用程序接口经济中实现无处不在的服务/XaaS的业务规划和技术实现之间的双向计算桥梁,以促进宏观服务市场,特别是在全球价值链中。在价值驱动设计的启发下,我们提出了一种从价值计算到设计质量测量的系统形式化方法,通过在基于无线传感器网络的服务系统创建过程中管理质量属性的框架,将设计工件的技术修改和变化与业务价值策略绑定在一起。在构建服务系统的过程中,我们使用数据、信息、知识流来抽象各种数据、信息、知识的操作和使用场景。我们建议通过管理数据和信息重用、冗余和结构来提高系统的可靠性和鲁棒性。
To provide guidance to and integrate directly with the information technology side implementation to achieve coherent data, information, and knowledge coordination and robust value-oriented adaptability for maximization of business profitability, we propose to leverage the ideology of service economics to achieve bidirectional computational bridging between business planning and technical implementation of ubiquitous services/XaaS in the application program interface economy for promoting the macro-service market, especially in global value chains. Enlightened by value-driven design, we propose a systemic formalization from value calculation to design quality measurement which binds the technical modification and variation on design artifacts with business value strategy through a framework of managed quality properties in a wireless sensor network–based service system creation process. In the process of building a service system, we use data, information, and knowledge flow to abstract various data, information, and knowledge manipulation and usage scenarios. We propose to improve system reliability and robustness by managing data and information reuse, redundancy as well as structure.