A Smart Physical World Based on Service Technologies, Big Data, and Game-Based Crowd Sourcing

被引:2
作者
Yen, I-Ling [1 ]
Zhou, Guang [1 ]
Zhu, Wei [1 ]
Bastani, Farokh [1 ]
Hwang, San-Yih [2 ]
机构
[1] Univ Texas Dallas, Dallas, TX 75230 USA
[2] Natl Sun Yat Sen Univ, Kaohsiung 80424, Taiwan
来源
2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS) | 2015年
基金
美国国家科学基金会;
关键词
Smart physical world; cyber physical systems; Internet of things; service computing; big data; crowd sourcing; gaming platforms; INTERNET; THINGS; TRUST;
D O I
10.1109/ICWS.2015.111
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The physical world is becoming smarter and smarter due to the advances in smart devices and CPS/IoT technologies. In this paper, we investigate the roles various cutting-edge technologies, such as service computing, big data analytics, crowd sourcing, gaming technologies, etc., can play to significantly enhance the intelligence of our physical environment and subsequently benefit the society. We consider a smart physical world (SPW) consisting of physical entities, cyber entities, and human. Service technologies can be used to model the entities in SPW and specify their capabilities. Service discovery and composition techniques can be used to, based on the modeling, compose these capabilities to solve real-world problems. To enable higher level intelligence, we further discuss how various technologies, such as big data analytics and artificial intelligence, can be used in the smart world to reason from sensor inputs to derive the situation facts, and from the situation facts to derive the reactive actions. From the derived actions (tasks), the service technologies can be used to compose the capabilities of the entities to realize the task. However, current technologies and artificial intelligence may fall short in many situations. We further propose a gaming-based crowd sourcing platform to make use of human intelligence to enable successful completion of some challenging reasoning and control tasks.
引用
收藏
页码:765 / 772
页数:8
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