Research Challenges and Perspectives on Wisdom Web of Things (W2T)

Zhong, Ning; Ma, Jun; Huang, Runhe; Liu, Jiming; Yao, Yiyu; Zhang, Yaoxue; Chen, Jianhui

doi:10.1007/978-3-319-44198-6_1

Cited by 24 publications

(27 citation statements)

References 53 publications

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“…It is also possible to construct abstract information granules in a framework of interactive granular computing (Nguyen and Skowron 2013;Skowron et al 2016), based on an interaction with the physical word within the recently proposed framework of Wisdom Web of Things (W2T) Zhong et al (2013) and Cyber-Physical Systems (Lee 2008).…”

Section: Construction and Interpretation Of Granular Structuresmentioning

confidence: 99%

A triarchic theory of granular computing

Yao

2016

Granul. Comput.

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219

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Based on the notion of granular structures, a triarchic theory of granular computing integrates three important perspectives, namely, philosophy of structured thinking, methodology of structured problem solving, and mechanism of structured information processing. A granular structure comprises multiple levels that are populated by granules of varying granularity. While a single granular structure provides a multilevel understanding and representation of the reality or a problem, many granular structures give rise to multiview. With an emphasis on multilevel and multiview, the triarchic theory investigates systematically ideas and structured ways to thinking, problem solving, and information processing. It aims at a unified theory that synthesizes various approaches to granular computing.

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Section: Construction and Interpretation Of Granular Structuresmentioning

confidence: 99%

A triarchic theory of granular computing

Yao

2016

Granul. Comput.

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219

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“…ZhongNing etc. think the wisdom of the SWoT must be embodied in which it can timely provide appropriate services to an object in right context [22]. Also, as mentioned above, the SWoT is open, distributed and dynamic, a semantic is directly affected by the publishing agents and the using agents, dynamically affected by its time, is closely related with its context (as shown in figure 2, Semantic Three-dimensional Space).So, in the SWoT, all objects should provide dynamic and right services for changing objects in view of their requeries at a dynamic time and context.…”

Section: IIImentioning

confidence: 99%

Semantic Collaboration And Sensing As A Service In Semantic Web Of Things

Chen

2016

International Journal on Smart Sensing and Intelligent Systems

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Abstract-The intrinsic contradiction hidden in the Internet of things, which is the mismatchingbetween the diversification of forms expressing the thing's information and the insufficiency of understanding ability of the agents using the thing's information, hinders its intelligent development.Adding a semantic annotation for the expression of thing's information based on ontology will improve the ability to understand, to reason and to obtain information for the agents, and will essentially

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“…This data cycle not only focuses on some details but also covers the need of different users. So, the W2T is required to provide a right dynamic service for a right dynamic object at a right dynamic time and in a dynamic context to satisfy a dynamic need in the dynamically changing hyper world [2]. Under the W2T framework, it is not enough that the data and the knowledge within this system meet the needs of this application.…”

Section: The Monitoring System Architecture Under the W2t Frameworkmentioning

confidence: 99%

“…Zhong et al proposed the notion of Wisdom Web of Things (W2T) that represents a holistic intelligence methodology for realizing the harmonious symbiosis of humans, computers, and things using the big data in a wisdom city [2]. In a wisdom city the data of every professional field is connected together with the Internet, and every field such as the energy management of a building [3], the monitoring water resource [4], and the control of traffic [5] will form an intelligent node.…”

Section: Introductionmentioning

confidence: 99%

An Intelligent Monitoring System for the Safety of Building Structure under the W2T Framework

Wang

Huang

Zhong

et al. 2015

International Journal of Distributed Sensor Networks

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Monitoring systems for the safety of building structure (SBS) can provide people with important data related to main supporting points in a building and then help people to make a reasonable maintenance schedule. However, more and more data bring a challenge for data management and data mining. In order to meet this challenge, under the framework of Wisdom Web of Things (W2T), we design a monitoring system for the SBS by using the semantic and the multisource data fusion technologies. This system establishes a dynamical data cycle among the physical world (buildings), the social world (humans), and the cyber world (computers) and provides various services in the monitoring process to alleviate engineers' workload. Furthermore, all data in the cyber world are organized as the raw data, the semantic information, and the multisource knowledge. Based on this organization, we can concentrate on the data fusion from the viewpoints of time, space, and multisensor. At last, a prototype system powered by the semantic platform LarKC is tested from the aspects of sample performance and time consumption. In particular, noisy data (i.e., inconsistent, abnormal, or error data) are detected through the fusion of multisource knowledge, and some rule-based reasoning is conducted to provide personalized service.

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Research Challenges and Perspectives on Wisdom Web of Things (W2T)

Cited by 24 publications

References 53 publications

A triarchic theory of granular computing

A triarchic theory of granular computing

Semantic Collaboration And Sensing As A Service In Semantic Web Of Things

An Intelligent Monitoring System for the Safety of Building Structure under the W2T Framework

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