计算机科学 ›› 2014, Vol. 41 ›› Issue (10): 27-30.doi: 10.11896/j.issn.1002-137X.2014.10.006
汪仲伟,孙广中
WANG Zhong-wei and SUN Guang-zhong
摘要： 智能手机中各种内置传感器的出现使得用户能采集、分析和挖掘传感器数据中的有用信息。介绍了Android平台上用于采集传感器数据的应用LiveData,它可用于记录用户活动时的数据。针对应用LiveData采集的总量为28万条的传感器数据记录,提取了若干特征属性来识别用户的行为,并进一步分析了不同传感器以及不同数据采集环境对实验结果的影响。
| [1] Lu H,Yang J,Liu Z,et al．The Jigsaw continuous sensing engine for mobilephone applications[C]∥Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems．ACM New York,2010:71-84 [2] Hattori,Technol Y I O,Kitakyushu,et al．A Large Scale Gathe-ring System for Activity Data with Mobile[C]∥Proceedings of the 15th Annual International Symposium on Wearable Compu-ters．2011:97-100 [3] Rachuri K,Musolesi M,Mascolo C．Energy-Accuracy Trade-offs in Querying Sensor Data for Continuous Sensing Mobile Systems[C]∥Proc.of Mobile Context-Awareness Workshop.2010 [4] Zheng Yu,Liu Li-ke,Wang Long-hao,et al．Learning transpor-tation mode from raw gps data for geographic applications on the Web[C]∥Proceedings of the 17th international conference on World Wide Web．ACM New York,2008:247-256 [5] Li Quan-nan,Yu Zheng-chen,Xie Xing．Mining user similarity based on location history[C]∥Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in Geographic Information Systems．ACM New York,2008 [6] Miluzzo E,Lane N,Fodor K,et al．Campbell．Sensing meets mo-bile social networks:The design,implementation and evaluation of the CenceMe application[C]∥Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems．ACM New York,2008:337-350 [7] Ouchi K,Doi M．Living activity recognition using off-the-shelf sensors on mobile phones[J]．annals of telecommunications,2012,67(7-8):387-395 [8] Bao L,Intille S S．Activity recognition from user annotated acceleration data[C]∥Proceedings of the 2nd International Conference on Pervasive Computing．2004:1-17 [9] Lane N D,Xu Y,Lu H,et al．Enabling large-scale human activity inference on smartphones using community similarity networks (csn)[C]∥Proceedings of the 13th International Confe-rence on Ubiquitous Computing．ACM New York,2011:355-364 [10] Liao L,Patterson D J,Fox D,et al．Learning and InferringTransportation Routines[C]∥Proceedings of the National Conference on Artificial Intelligence．2007:311-331 [11] Patterson D J,Liao L,Fox A D．Inferring High-Level Behavior from Low-Level Sensors[C]∥Proceedings of the 13th International Conference on Ubiquitous Computing．2003:73-89 [12] Tukey J W,Cooley J W．An Algorithm for the Machine Calculation of Complex Fourier Series[J]．Mathematics of Computation,1965,19(90):297-301 |
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