Departmental Bulletin Paper A Smartphone-based System for Personal Data Management and Personality Analysis

Guo, Ao

11pp.1 - 6 , 2016-03-24 , 法政大学大学院 情報科学研究科
ISSN:2432-1192
Description
Abstract— The data from or about an individual, called personal data, is continuously increasing due to popularity of smart phones, wearables and other ubiquitous devices. Such personal data can be used to model a user and even digitally clone a person, e.g., Cyber-I (cyber individual) that aims at creating a unique and comprehensive description for every individual to support various personalized services and applications. Due to heterogeneity and sensitivity of personal data, one important issue is how to effectively collect and manage person data with sufficient security protection. Another important issue is how to figure out an individual’s character, i.e., personality from personal data. Therefore, this research is focused on personal data management and personality analysis in a smartphone based client-server system. The smartphone functions as not only a source of personal data but also a gateway to manage other wearables and communicate with a server that keeps personal data in a larger amount and a longer period. A multi-security mechanism is implemented to ensure data security in collection, transmission and storage. Personality analysis is made from data normalization, feature extraction and clustering, to personality computation based on sociological personality theories. Keywords—personal data; personality; system security; cluster algorithm; smartphone; mongo
Full-Text

http://repo.lib.hosei.ac.jp/bitstream/10114/12207/1/13t2007.pdf

Number of accesses :  

Other information