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Algorithm Research & Explore
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805-808

User identification across social network based on user interests

Deng Shiqi
Li Lei
Shi Huaji
School of Computer Science & Communication Engineering, Jiangsu University, Zhenjiang Jiangsu 212013, China

Abstract

Aiming at the problem of ignoring the role of user interest in user identification across social network and the high time complexity, this paper proposed a user identity algorithm based on user interest(UI-UI). Firstly, this algorithm filtered the user nodes by blocking to improve the efficiency of the algorithm and reduce the time complexity. Secondly, it modeled the user's interest according to the UGC and user social relations, and used the similarity of user interest as the basis for user identification. Finally, it used the method of semi-supervised learning for user identification. Experiments on real social network show that the UI-UI algorithm can effectively identify cross-network users, and both the accuracy and recall rate of the algorithm are stable, besides, the running time is significantly reduced.

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.08.0617
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 3
Section: Algorithm Research & Explore
Pages: 805-808
Serial Number: 1001-3695(2020)03-035-0805-04

Publish History

[2020-03-05] Printed Article

Cite This Article

邓诗琦, 李雷, 施化吉. 基于用户兴趣的跨网络用户身份识别算法 [J]. 计算机应用研究, 2020, 37 (3): 805-808. (Deng Shiqi, Li Lei, Shi Huaji. User identification across social network based on user interests [J]. Application Research of Computers, 2020, 37 (3): 805-808. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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