Optimization RFID-enabled Retail Store Management with Complex Event Processing

doi:10.1007/s11633-018-1164-5

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	Optimization RFID-enabled Retail Store Management with Complex Event Processing
	Shang-Lian Peng 1; Ci-Jian Liu 2; Jia He 1; Hong-Nian Yu 3,4; Fan Li 1
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2019
卷号	16 期号:1 页码:52-64
摘要	Radio frequency identification (RFID) enabled retail store management needs workflow optimization to facilitate real-time decision making. In this paper, complex event processing (CEP) based RFID-enabled retail store management is studied, particularly focusing on automated shelf replenishment decisions. We define different types of event queries to describe retailer store workflow action over the RFID data streams on multiple tagging levels (e.g., item level and container level). Non-deterministic finite automata (NFA) based evaluation models are used to detect event patterns. To manage pattern match results in the process of event detection, optimization algorithm is applied in the event model to share event detection results. A simulated RFID-enabled retail store is used to verify the effectiveness of the method, experiment results show that the algorithm is effective and could optimize retail store management workflow.
关键词	Complex event processing (CEP) radio frequency identification (RFID) Internet of things data stream supply chain retail store.
DOI	10.1007/s11633-018-1164-5
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42321
专题	学术期刊_Machine Intelligence Research
作者单位	1.College of Computer Science and Technology, Chengdu University of Information Technology, Chengdu 610225, China 2.The Southwest Jiaotong University (SWJTU)-Leeds Joint School, Southwest Jiaotong University, Chengdu 610041, China 3.School of Computer Science and Network Security, Dongguan University of Technology, Dongguan 523808, China 4.Faculty of Science and Technology, Bournemouth University, Poole BH125BB, UK
推荐引用方式 GB/T 7714	Shang-Lian Peng,Ci-Jian Liu,Jia He,et al. Optimization RFID-enabled Retail Store Management with Complex Event Processing[J]. International Journal of Automation and Computing,2019,16(1):52-64.
APA	Shang-Lian Peng,Ci-Jian Liu,Jia He,Hong-Nian Yu,&Fan Li.(2019).Optimization RFID-enabled Retail Store Management with Complex Event Processing.International Journal of Automation and Computing,16(1),52-64.
MLA	Shang-Lian Peng,et al."Optimization RFID-enabled Retail Store Management with Complex Event Processing".International Journal of Automation and Computing 16.1(2019):52-64.

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