System Development & Application
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 5
1428-1431

Association model of paper and project based on scholar social network

Wang Liu
Tang Yong
Yang Zuoxi
Fu Chengzhou
Mao Chengjie
Mao Chaodan
School of Computer Science, South China Normal University, Guangzhou 510631, China
DOI: 10.19734/j.issn.1001-3695.2018.10.0820

Abstract

Considering the unique users of scholars' social networks, this paper proposed a collaborative association model of paper and project data based on scholars' social networks. Firstly, the proposed model used the two-step feature selection method to preprocess the data, removed the irrelevant and redundant features and obtained the effective features that affected the association between the paper and the project. Then it would adopt TVSM to calculate the text similarity between the paper and the project, then formed recommendation sets for different papers/projects. Through the social network(SCHOLAT) data for researchers, the model was implemented and applied to SCHOLAT. The online application situation and user feedback show that the model has good accuracy and practicability. Furthermore, it can more fully explore the potential relationship between the paper and the project, provide users with better academic research management services, and propose a novel research method for analyzing the academic big data.

Foundation Support

国家自然科学基金资助项目(U1811263,61772211)
广东省科技计划项目(2017A040405057,2016B010124008)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.10.0820
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 5
Section: System Development & Application
Pages: 1428-1431
Serial Number: 1001-3695(2020)05-028-1428-04

Publish History

[2020-05-05] Printed Article

Cite This Article

王柳, 汤庸, 杨佐希, 等. 基于学者社交网络的论文与项目关联模型 [J]. 计算机应用研究, 2020, 37 (5): 1428-1431. (Wang Liu, Tang Yong, Yang Zuoxi, et al. Association model of paper and project based on scholar social network [J]. Application Research of Computers, 2020, 37 (5): 1428-1431. )

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  • 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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