Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology

Towards Multi-account Users Detection and Connection Based on Telecom Data

Authors
Zhongshun Hu, Fei Chen, Chenhao Xie, Yanghua Xiao
Corresponding Author
Zhongshun Hu
Available Online April 2016.
DOI
https://doi.org/10.2991/icmit-16.2016.35How to use a DOI?
Keywords
DPI, connecting users, similarity, user profile, behavioral similarity, co-occurrence
Abstract
Internet users tend to have a number of different types of Internet accounts, and yet there does not exist a perfect Internet account association approach. The telecom network operators use DPI technology can detect the part of user's Internet records, which makes it possible to realize the connection of the Internet account on the operator side. This paper illustrates the significance of extraction, connection of Internet accounts from the DPI data. We combine the edit distance and Jaccard coefficient two string similarity algorithms to propose a string similarity method which is suitable for calculating the similarity of the account information and use classification algorithm to analyze the similarity of the account from the user's behavior, and find the correlation between the accounts. On the basis of the account associated, we provide more detailed portrait of users. Finally, we show that the proposed method can effectively extract the accounts from DPI data and associate accounts experiment on China Telecom data.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
2016 3rd International Conference on Mechatronics and Information Technology
Part of series
Advances in Computer Science Research
Publication Date
April 2016
ISBN
978-94-6252-184-1
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmit-16.2016.35How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Zhongshun Hu
AU  - Fei Chen
AU  - Chenhao Xie
AU  - Yanghua Xiao
PY  - 2016/04
DA  - 2016/04
TI  - Towards Multi-account Users Detection and Connection Based on Telecom Data
BT  - 2016 3rd International Conference on Mechatronics and Information Technology
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmit-16.2016.35
DO  - https://doi.org/10.2991/icmit-16.2016.35
ID  - Hu2016/04
ER  -