| 基于离群点挖掘的RFID冷链温控研究 |
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| 引用本文： | 赵卫东,周尚晨,孙一鸣.基于离群点挖掘的RFID冷链温控研究[J].计算机系统应用,2010,19(11):166-170. |
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| 作者姓名： | 赵卫东 周尚晨 孙一鸣 |
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| 作者单位： | 复旦大学,软件学院,上海,200433 |
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| 摘 要： | 用RFID技术解决了冷链物流管理中的温度实时监控难题;面对随之而来的数据爆炸问题,结合RFID数据挖掘算法和冷链温控实际需求,提出了RFID离群点快速挖掘算法QOD,并采用剪枝策略使算法进一步优化,随后通过实验证明了算法的准确性;最后展望了RFID冷链温控研究的未来发展方向。
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| 关 键 词： | 冷链物流 温度传感 RFID 离群点挖掘 |
| 收稿时间： | 2010/3/14 0:00:00 |
| 修稿时间： | 2010/4/12 0:00:00 |
Research of Temperature Control Based on Outlier Mining in RFID Cold Chain |
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| ZHAO Wei-Dong,ZHOU Shang-Chen,SUN Yi-Ming.Research of Temperature Control Based on Outlier Mining in RFID Cold Chain[J].Computer Systems& Applications,2010,19(11):166-170. |
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| Authors: | ZHAO Wei-Dong ZHOU Shang-Chen SUN Yi-Ming |
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| Affiliation: | (School of Software,Fudan University,Shanghai 200433,China) |
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| Abstract: | Firstly, the chief problem of cold-chain logistics management was discussed, and the application of the RFID technology in the temperature monitoring was introduced. Then, the development of RFID data mining algorithms were studied in detail. Furthermore, a quick outlier detection algorithm (QOD) was proposed and the accuracy of QOD was proved by experimental results. Finally, the future of RFID cold chain temperature-controlled research was prospected. |
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| Keywords: | cold chain logistics temperature tensor technology RFID outlier detection |
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