2026-09-19T12:03:23Zhttps://dspace.mit.edu/server/oai/requestoai:dspace.mit.edu:1721.1/1006652026-06-06T00:55:53Zcom_1721.1_7582com_1721.1_7581col_1721.1_131023
Alex "Sandy" Pentland.
Lai, Yi-An, M. Eng. Massachusetts Institute of Technology
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science.
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
2016-01-04T20:51:28Z
2016-01-04T20:51:28Z
2014
2014
http://hdl.handle.net/1721.1/100665
932125913
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2014.
Cataloged from PDF version of thesis.
Includes bibliographical references (pages 46-47).
This thesis shows the experiment of using the mobile phone application Social Health Tracker to collect participants' mobile phone data and survey answers regarding their social, physical activity and mental concentration level. It also shows the design and the implementation of a Data Analysis System that provides automation for generating Relationship Graphs of the mobile phone data and the survey answers. The system can be broken into three parts. The system first takes the raw data that are in CVS format to generate Probe Data Packages, which are the data from the mobile phone, and the Survey Data Packages, which are the data from survey answers. The system then takes each of the Probe Data Packages and their corresponding Survey Data Package to generate Formatted Data, which will be further used to create Relationship Graphs. Multiple Relationship Graphs have been generated to demonstrate the results of the experiment and the feasibility of the system from the development perspectives.
by Yi-An Lai.
M.Eng.
56 pages
eng
Massachusetts Institute of Technology
M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
http://dspace.mit.edu/handle/1721.1/7582
Electrical Engineering and Computer Science.
A data analysis system for mobile phone
Thesis
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Publication
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<Abstract>This thesis shows the experiment of using the mobile phone application Social Health Tracker to collect participants' mobile phone data and survey answers regarding their social, physical activity and mental concentration level. It also shows the design and the implementation of a Data Analysis System that provides automation for generating Relationship Graphs of the mobile phone data and the survey answers. The system can be broken into three parts. The system first takes the raw data that are in CVS format to generate Probe Data Packages, which are the data from the mobile phone, and the Survey Data Packages, which are the data from survey answers. The system then takes each of the Probe Data Packages and their corresponding Survey Data Package to generate Formatted Data, which will be further used to create Relationship Graphs. Multiple Relationship Graphs have been generated to demonstrate the results of the experiment and the feasibility of the system from the development perspectives.</Abstract>
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