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    政大機構典藏 > 理學院 > 資訊科學系 > 學位論文 >  Item 140.119/61198
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/61198


    Title: 安卓智慧型手機上可設定式之行為感測記錄器
    A Configurable Activity Logger for Android Smartphones
    Authors: 王俊翔
    Wang ,Chun Hsiang
    Contributors: 陳恭
    Cheng, Kung
    王俊翔
    Wang ,Chun Hsiang
    Keywords: 行動感測
    安卓
    隱私
    智慧型手機
    行為紀錄
    節能
    Mobile Sensing
    Android
    Privacy
    Smartphone
    Behavior logger
    Power saving
    Date: 2012
    Issue Date: 2013-10-01 13:46:55 (UTC+8)
    Abstract: 近年來隨著智慧型手機的興起,人們開始利用智慧型手機處理日常生活事務及社群娛樂。無形中,已逐漸的改變日常行為模式。因此,許多學者也開始進行人們使用智慧型手機狀況的研究。
    若透過傳統問卷等方式蒐集分析使用記錄,受訪者可能因訪問員的外在因素而影響問卷有效性。為解決此問題,很多研究開始在智慧型手機中安裝應用程式,蒐集使用記錄,藉以分析使用行為。然現今此類應用程式,都是為特定的研究進行開發,缺乏了彈性的考量。因此,本論文設計一個是用於安卓智慧型手機的可客製化行為感測記錄器,提供研究學者依各自需需求產生實驗項目規格檔,由受測者下載至手機,透過我們的行為感測記錄器,記錄平時手機操作行為之相關記錄,並於指定之時機下將記錄上傳供研究學者統計分析,以符合個別實驗之要求。
    本研究重點在於如何定義彈性且多樣化的實驗設定檔,並考量載記錄感測過程中,電力大量消耗和受測者隱私資保護的議題,提出因應的解決方法。我們設計與執行幾個實驗來驗證此行為感測記錄器,初步看來,此記錄器可以滿足我們的主要需求,但結果也導引出一些需改進的設計議題。
    In recent years, with the rise of smart phones, the public began to take advantage of smart phones in daily life and social engagements. Virtually, smart phones have gradually changed people's behavior patterns so that researchers are eager to understand the how people use smartphones in their daily life.
    In this thesis, we present a configurable activity logger for Android smartphones for recording a smartphone’s sensor data and the user’s operations. Instead of one Android App for each researcher’s experiment, our approach is to devise a general logger App that can be customized to collect different data items according to the needs of various researchers. Specifically, our logger App accepts experiment configuration files in which researchers specify what data items to collect and at what frequency, and then conduct the logging task accordingly for each experiment. In other words, our logger works like an interpreter on such experiment configure files.
    Besides customizability of logging items, our logger concerns the saving of electricity and the preservation of user privacy. Firstly, we have applied various power saving tips published in the literature to the design of our logger. Secondly, we have refrained from collecting any contents that may reveal the user’s identify or that may invade user’s privacy. To evaluate our logger, we have designed and implemented a few data collection experiments. The preliminary results show that our logger can fulfill most of the requirements we set up, though thy also reveal some improvements we need to work on in the future.
    Reference: [1]AR Clayton Shepard, C. Tossell, L. Zhong, and P.K. LiveLab. Measuring Wireless Networks and Smartphone Users in the Field. HotMetrics, 2010,pp. 1-3.
    [2]Rui Guo, Tingshao Zhu,Yu Wang, Xingguo Xu. Mobiles:A Framework of Behavior Logger on Android Mobile Device, 6th International Conference on Pervasive Computing and Application (ICPCA),2011,pp. 282-284.
    [3]N. Haderer, R. Rouvoy, and L. Seinturier, AntDroid: A Distributed Platform for Mobile Sensing, Research Report RR-7885, Inria, Feb. 2012,pp. 4-12.
    [4]P.-M. Chen, H.-Y. Wu, C.-Y. Hsu, W.H. Liao, T.-Y. Li, 2012.2,Logging and Analyzing Mobile User Behaviors, Proceedings of International Symposium on Cyber Behavior, Taipei,pp. 3-10.
    [5]P.-M. Chen, C.-H. Chen, W.-H. Liao, T.-Y. Li, A Service Platform for Logging and Analyzing Mobile User Behaviors. Proc. of Edutainment 2011, LNCS 6872, Taipei, 2011,pp. 3-7.
    [6]張育銘、修丕承、郭大維,「未來行動裝置與其軟體系統」,NCP Newsletter,第19期,民國99年9月,第2-6頁
    [7]Android developer
    http://developer.android.com/index.html.
    [8]Java API 1.6
    http://download.oracle.com/javase/6/docs/
    [9]SQLite
    http://sqlite.org/.
    [10]Eclipse
    http://www.eclipse.org/
    [11]Rabbitmq
    http://www.rabbitmq.com/
    Description: 碩士
    國立政治大學
    資訊科學學系
    99971014
    101
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0099971014
    Data Type: thesis
    Appears in Collections:[資訊科學系] 學位論文

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