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

Abstract

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.

Modeling Data, Information and Knowledge for Security Protection of Hybrid IoT and Edge Resources

“…Shao et al [66] described a payment as users use a resource security provision approach based on data graphs, information graphs and knowledge graphs. Following the ideology of value-driven design, Duan et al [25] proposed a systemic formalization for using data, information and knowledge graphs for cost-effective [67] optimization purposes [68], [69]. Song et al [13] argued that it is necessary to consume bandwidth to transmit resources between nodes in the Internet of Things, which aims to obtain storage and computation resources from other nodes to satisfy user demands.…”

“…Security protection [42], especially of implicit content [21], [22] from multiple mobile sources in the edge, poses new challenges [23], [24] to the collection, identification, customization of protection strategies, and resource modeling of data. However, understanding the various DIKW content or resources [25] poses, at first, a conceptual challenge to its unification and the semantics of the core concepts as a starting point for subsequent resource modeling and solutions.…”

Examining leadership skills, behaviors, and effective communication for virtual IT project managers

“…In addition to possessing applicable soft skills, IT leaders must actively participate in filling the gap of data, information, and knowledge imbalance from business planning to IT implementation (Duan et al , 2017). IT leaders must support the IT learning triggers, tools and readiness to affect the adaptive functioning of the VTs (Sessa et al , 2021).…”