Mobile surfing pattern analysis over time and location on a big access record

Gengliang Zhu; Hao Sheng; Wenge Rong; Chao Li; Zhang Xiong

doi:10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

Mobile surfing pattern analysis over time and location on a big access record

Gengliang Zhu
, Hao Sheng^*
, Wenge Rong
, Chao Li
, Zhang Xiong

^*Corresponding author for this work

School of Computer Science and Engineering

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

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.

Original language	English
Title of host publication	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
Editors	Jianhua Ma, Ali Li, Huansheng Ning, Laurence T. Yang
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	595-602
Number of pages	8
ISBN (Electronic)	9781467372114
DOIs	https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118
State	Published - 20 Jul 2016
Event	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 - Beijing, China Duration: 10 Aug 2015 → 14 Aug 2015

Publication series

Name

Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

Conference

Conference	Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
Country/Territory	China
City	Beijing
Period	10/08/15 → 14/08/15

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Keywords

Location based
Mobile surfing
Time based
User pattern

Access to Document

10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

Cite this

Zhu, G., Sheng, H., Rong, W., Li, C., & Xiong, Z. (2016). Mobile surfing pattern analysis over time and location on a big access record. In J. Ma, A. Li, H. Ning, & L. T. Yang (Eds.), Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 (pp. 595-602). Article 7518297 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

Zhu, Gengliang ; Sheng, Hao ; Rong, Wenge et al. / Mobile surfing pattern analysis over time and location on a big access record. Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. editor / Jianhua Ma ; Ali Li ; Huansheng Ning ; Laurence T. Yang. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 595-602 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015).

@inproceedings{d71b600787ee4f49a56d8dd534651586,

title = "Mobile surfing pattern analysis over time and location on a big access record",

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 = "Location based, Mobile surfing, Time based, User pattern",

author = "Gengliang Zhu and Hao Sheng and Wenge Rong and Chao Li and Zhang Xiong",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 ; Conference date: 10-08-2015 Through 14-08-2015",

year = "2016",

month = jul,

day = "20",

doi = "10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118",

language = "英语",

series = "Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "595--602",

editor = "Jianhua Ma and Ali Li and Huansheng Ning and Yang, \{Laurence T.\}",

booktitle = "Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015",

address = "美国",

}

Zhu, G, Sheng, H , Rong, W , Li, C & Xiong, Z 2016, Mobile surfing pattern analysis over time and location on a big access record. in J Ma, A Li, H Ning & LT Yang (eds), Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015., 7518297, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Institute of Electrical and Electronics Engineers Inc., pp. 595-602, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Beijing, China, 10/08/15. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

Mobile surfing pattern analysis over time and location on a big access record. / Zhu, Gengliang; Sheng, Hao ; Rong, Wenge et al.
Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. ed. / Jianhua Ma; Ali Li; Huansheng Ning; Laurence T. Yang. Institute of Electrical and Electronics Engineers Inc., 2016. p. 595-602 7518297 (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Mobile surfing pattern analysis over time and location on a big access record

AU - Zhu, Gengliang

AU - Sheng, Hao

AU - Rong, Wenge

AU - Li, Chao

AU - Xiong, Zhang

PY - 2016/7/20

Y1 - 2016/7/20

N2 - 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.

AB - 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.

KW - Location based

KW - Mobile surfing

KW - Time based

KW - User pattern

UR - https://www.scopus.com/pages/publications/84983396984

U2 - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

DO - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

M3 - 会议稿件

AN - SCOPUS:84983396984

T3 - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

SP - 595

EP - 602

BT - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

A2 - Ma, Jianhua

A2 - Li, Ali

A2 - Ning, Huansheng

A2 - Yang, Laurence T.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

Y2 - 10 August 2015 through 14 August 2015

ER -

Zhu G, Sheng H , Rong W , Li C, Xiong Z. Mobile surfing pattern analysis over time and location on a big access record. In Ma J, Li A, Ning H, Yang LT, editors, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 595-602. 7518297. (Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015). doi: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.118

Mobile surfing pattern analysis over time and location on a big access record

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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