Title :
Mobile Surfing Pattern Analysis over Time and Location on a Big Access Record
Author :
Gengliang Zhu;Hao Sheng;Wenge Rong;Chao Li;Zhang Xiong
Author_Institution :
State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China
Abstract :
The fast increasing WAP usage makes mobile-Internet a more and more important part of citizens´ Internet life. As it is critical to mobile service market and city management, identifying surfing patterns of subgroups of mobile Internet users over time and based on locations will creates great value in Mobile Internet business and smart city management. In this paper, the author firstly examined the variation of surfing access, download and upload flow based on time and locations in which significantly and stable accessing peaks is found and verified. To detect the surfing behavior by individuals, the author traced the variation of surfing accessing over time and the variation of location of accessing and present them visually. The author finally obtained several surfing patterns that can precisely fit smaller subgroup of Mobile Internet users by hypothesis testing experiment.
Keywords :
"Mobile communication","Mobile computing","Urban areas","Pricing","Wireless application protocol","Web and internet services"
Conference_Titel :
Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015 IEEE 12th Intl Conf on
DOI :
10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118