Search
Abstract
In this article, we present a novel approach utilizing Decisional DNA to help the Internet of Things capture decisional events and reuse them for decision making in future operations. The Decisional DNA is a domain-independent, standard and flexible knowledge representation structure that allows its domains to acquire, store, and share experiential knowledge and formal decision events in an explicit way. We apply this approach to our current work—SmartBike, a sensor-equipped bicycle built under the concept of Internet of Things. By using Decisional DNA and machine learning algorithms, the SmartBike is able to distinguish its user’s patterns based on past riding data. The presented conceptual approach demonstrates how Decisional DNA can be applied to the Internet of Things and bring to them intelligence required by forthcoming semantic networks.
Citations
-
5
CrossRef
-
0
Web of Science
-
5
Scopus
Authors (3)
-
Haoxi Zhang
- Chengdu University Computer Science
-
Cesar Sanin
- University of Newcastle School of Engineering
Cite as
Full text
- Publication version
- Accepted or Published Version
- DOI:
- Digital Object Identifier (open in new tab) 10.1080/01969722.2015.1007738
- License
-
open in new tab
Keywords
Details
- Category:
- Articles
- Type:
- artykuł w czasopiśmie wyróżnionym w JCR
- Published in:
-
CYBERNETICS AND SYSTEMS
no. 46,
edition 1-2,
pages 84 - 93,
ISSN: 0196-9722 - Language:
- English
- Publication year:
- 2015
- Bibliographic description:
- Zhang H., Sanin C., Szczerbicki E.: Applying Decisional DNA to Internet of Things: The Concept and Initial Case Study// CYBERNETICS AND SYSTEMS. -Vol. 46, iss. 1-2 (2015), s.84-93
- DOI:
- Digital Object Identifier (open in new tab) 10.1080/01969722.2015.1007738
- Verified by:
- Gdańsk University of Technology
seen 132 times
Recommended for you
Experience based knowledge representation for Internet of Things and Cyber Physical Systems with case studies
- C. Sanin,
- Z. Haoxi,
- I. Shafiq
- + 3 authors
Experience-Oriented Knowledge Management for Internet of Things
- H. Zhang,
- C. Sanin,
- E. Szczerbicki
The Decisional DNA-Based Smart Bike for Internet of Things
- H. Zhang,
- C. Sanin,
- E. Szczerbicki
- + 3 authors
Experience oriented enhancement of smartness for Internet of Things
- H. Zhang,
- C. Sanin,
- E. Szczerbicki