Optimization RFID-enabled Retail Store Management with Complex Event Processing
文献类型：期刊论文
| 作者 | Shang-Lian Peng4; Ci-Jian Liu3; Jia He4; Hong-Nian Yu1,2; Fan Li4 |
| 刊名 | International Journal of Automation and Computing
 |
| 出版日期 | 2019 |
| 卷号 | 16期号:1页码:52-64 |
| 关键词 | Complex event processing (CEP) radio frequency identification (RFID) Internet of things data stream supply chain retail store. |
| ISSN号 | 1476-8186 |
| DOI | 10.1007/s11633-018-1164-5 |
| 英文摘要 | 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. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/42321]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | 1.Faculty of Science and Technology, Bournemouth University, Poole BH125BB, UK 2.School of Computer Science and Network Security, Dongguan University of Technology, Dongguan 523808, China 3.The Southwest Jiaotong University (SWJTU)-Leeds Joint School, Southwest Jiaotong University, Chengdu 610041, China 4.College of Computer Science and Technology, Chengdu University of Information Technology, Chengdu 610225, China |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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