| 基于场景感知的时序移动接入模式挖掘研究 |
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| 引用本文： | 马子斌,吕廷杰,李海强. 基于场景感知的时序移动接入模式挖掘研究[J]. 北京理工大学学报, 2008, 28(10): 937-940 |
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| 作者姓名： | 马子斌 吕廷杰 李海强 |
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| 作者单位： | 北京邮电大学,经济管理学院,北京,100876 |
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| 摘 要： | 通过对移动用户的位置、时间和业务需求信息进行组合分析,设计了一种时间序列移动接入模式的挖掘方法. 该方法可以有效地挖掘出时间频繁序列移动接入模式,有利于业务提供商在相应的时间段和位置重点推广对其敏感的业务.该挖掘方法采用了简洁表头的形式储存位置和业务,数据库可以对其进行快速扫描,降低了内存的使用并提高了效率.
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| 关 键 词： | 场景感知 时间序列 移动接入模式 数据挖掘 |
| 收稿时间： | 2007-12-13 |
Mining of Temporal Sequence Mobile Access Patterns Based on Context Awareness |
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| MA Zi-bin,LV Ting-jie and LI Hai-qiang. Mining of Temporal Sequence Mobile Access Patterns Based on Context Awareness[J]. Journal of Beijing Institute of Technology(Natural Science Edition), 2008, 28(10): 937-940 |
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| Authors: | MA Zi-bin LV Ting-jie LI Hai-qiang |
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| Affiliation: | School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing 100876, China;School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing 100876, China;School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing 100876, China |
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| Abstract: | A mining method of temporal sequence mobile access mode is developed to improve service provider's market value,which is based on the accumulation data analysis of mobile location,temporal and service request,and can efficiently mine temporal frequent sequence mobile access patterns.This mining method saves accumulation location and service information by table headers,so the data base can efficiently scan accumulation data.It also saves memory capacity. |
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| Keywords: | context awareness temporal sequence mobile access pattern data mining |
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