A data analysis system for mobile phone

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.

Department dc:contributor.department

Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science.

Grantor dc:publisher

Massachusetts Institute of Technology

Year dc:date.issued

2014

Author dc:creator

• Lai, Yi-An, M. Eng. Massachusetts Institute of Technology

Advisor dc:contributor.advisor

• Alex "Sandy" Pentland.

• Electrical Engineering and Computer Science.

Statement dc:rights

• 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.

Licence dc:rights.uri

• http://dspace.mit.edu/handle/1721.1/7582

Language dc:language.iso

eng

Handle dc:identifier.uri

http://hdl.handle.net/1721.1/100665

OAI identifier oai:identifier

oai:dspace.mit.edu:1721.1/100665