Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 3
688-692,698

Analysis of crowd aggregation and movement on campus based on density clustering algorithm

Guo Yubin
Wu Yuhang
Zhou Zhefan
Li Ximing
College of Mathematics & Information, South China Agricultural University, Guangzhou 510642, China
DOI: 10.19734/j.issn.1001-3695.2018.09.0638

Abstract

This paper analyzed the wireless network log data of a university to study the law of crowd aggregation and movement on campus. Firstly, the number of wireless network connections of each building on campus was obtained by distributed statistical algorithms. Secondly, it established the R-tree index of building central latitude-longitude coordinates, and grouped the R-tree leaf nodes to divide the campus into parts. Thirdly, it clustered the building central latitude-longitude coordinates of each part to get the campus area division by the density clustering algorithm. Finally, this paper got the law of crowd aggregation area and movement between areas from clustering results and statistical results. Result of this paper can be used as refe-rence for school bus route planning, shared bicycle deployment and campus function area planning.

Foundation Support

国家重点研发计划资助项目(2016YFD0800307,2016YFC0501801)
国家科技支撑计划资助项目(2015BAD06B03-3)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.09.0638
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 3
Section: Algorithm Research & Explore
Pages: 688-692,698
Serial Number: 1001-3695(2020)03-011-0688-05

Publish History

[2020-03-05] Printed Article

Cite This Article

郭玉彬, 吴宇航, 周哲帆, 等. 基于密度聚类算法的校园人群聚集和移动规律分析 [J]. 计算机应用研究, 2020, 37 (3): 688-692,698. (Guo Yubin, Wu Yuhang, Zhou Zhefan, et al. Analysis of crowd aggregation and movement on campus based on density clustering algorithm [J]. Application Research of Computers, 2020, 37 (3): 688-692,698. )

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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