Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 3
717-720

Research on context-aware IoT services recommendation

Liu Zhizhong
Guo Sihui
Zhang Zhenxing
College of Computer Science & Technology, Henan Polytechnic University, Jiaozuo Henan 454000, China
DOI: 10.19734/j.issn.1001-3695.2018.09.0637

Abstract

To recommend the most suitable IoT services for target user, some approaches has proposed in the field of service recommendation. However, with the increase of services data, existing methods may not guarantee that better recommendation performance can be achieved, which ignore real-time context information of users. To solve the problem, this paper proposed a method based on context-aware IoT service recommendation. The method, based on improved FolkRank algorithm, firstly generated a list of IoT services which were available to the current user. Then it constructed the user context information model according to the current critical context of user. Finally, the IoT services that best match the current context were filtered out from service list according to user context information model. The experimental results show that the proposed context-aware IoT service recommendation method is feasible and effective.

Foundation Support

国家自然科学基金资助项目(61872126,61772159)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.09.0637
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 3
Section: Algorithm Research & Explore
Pages: 717-720
Serial Number: 1001-3695(2020)03-017-0717-04

Publish History

[2020-03-05] Printed Article

Cite This Article

刘志中, 郭思慧, 张振兴. 情景感知的物联网服务推荐方法研究 [J]. 计算机应用研究, 2020, 37 (3): 717-720. (Liu Zhizhong, Guo Sihui, Zhang Zhenxing. Research on context-aware IoT services recommendation [J]. Application Research of Computers, 2020, 37 (3): 717-720. )

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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