An Evaluation Model for Authors' Academic Influence Based on Multi-source Heterogeneous Database in Bilingual Environment

被引:0
|
作者
Deng, Zhijian [1 ]
Zhang, Zhenhua [1 ]
Xiong, Chun [1 ]
Chen, Mingqin [1 ]
Huang, Yanting [1 ]
Li, Junran [1 ]
Shen, Jiawen [1 ]
机构
[1] Guangdong Univ Foreign Studies, Sch Math & Stat, Higher Educ Mega Ctr, Guangzhou 510006, Peoples R China
来源
5TH ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2020) | 2020年 / 1575卷
关键词
D O I
10.1088/1742-6596/1575/1/012147
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the internationalization of academic rise up, it is insufficient to evaluate a scholar.s influence only taking domestic academic contribution as reference. To have a better understanding of scholars. academic contribution in an international scale, this paper proposes a new evaluation system of academic influence based on the optimal dataset of entity recognition in bilingual environment. The new evaluation system has been experimented on a real literature dataset of DBLP. The research is conducted by the following steps. First, handle bilingual data. Second, optimize the literature data with entity recognition technology. Third, make an academic influence evaluation. Experiment results show that the new evaluation system is feasible and reasonable.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Evaluation Method of Physical Education Students' Mental Health based on Multi-source and Heterogeneous Data
    Wu, Yongcheng
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (10) : 138 - 146
  • [32] Relationship Model of Monotonous Road Environment and Driving Fatigue Based on Multi-source Data
    Yan Y.
    Yuan H.-Z.
    Yang X.-L.
    Liu G.
    Guo Z.-Y.
    Wang L.
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2021, 34 (05): : 156 - 167
  • [33] Multi-source Information Based Comprehensive Condition Evaluation Model for Power Transformer
    Zheng, Yiming
    Wang, Wenhao
    He, Wenlin
    Liu, Haojun
    Sun, Xiang
    Zhan, Jiangyang
    Zou, Guoping
    2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1394 - 1398
  • [34] BRScS: a hybrid recommendation model fusing multi-source heterogeneous data
    Ji, Zhenyan
    Yang, Chun
    Wang, Huihui
    Enrique Armendariz-inigo, Jose
    Arce-Urriza, Marta
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2020, 2020 (01)
  • [35] A fault diagnosis method of rolling bearings based on multi-source domain heterogeneous model transfer
    Wang Y.
    Xia L.
    Kang S.
    Xie J.
    Wang Q.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2023, 42 (24): : 257 - 266
  • [36] Circular Economy Model for Elderly Tourism Operation Based on Multi-source Heterogeneous Data Integration
    Zhang, Youshan
    APPLIED ARTIFICIAL INTELLIGENCE, 2023, 37 (01)
  • [37] A model fusion method based on multi-source heterogeneous data for stock trading signal prediction
    Chen, Xi
    Hirota, Kaoru
    Dai, Yaping
    Jia, Zhiyang
    SOFT COMPUTING, 2023, 27 (10) : 6587 - 6611
  • [38] Construction of a Multi-Source, Heterogeneous Rice Disease and Pest Knowledge Graph Based on the MARBC Model
    Li, Chunchun
    Yang, Siyi
    Liang, Dong
    Chen, Peng
    Dong, Wei
    AGRONOMY-BASEL, 2025, 15 (03):
  • [39] A model fusion method based on multi-source heterogeneous data for stock trading signal prediction
    Xi Chen
    Kaoru Hirota
    Yaping Dai
    Zhiyang Jia
    Soft Computing, 2023, 27 : 6587 - 6611
  • [40] Research on an exponential distribution reliability function model based on multi-source heterogeneous data supplements
    Shao, Heng
    Fang, Zhigeng
    Zhang, Qin
    Hu, Qian
    Cai, Jiajia
    Tao, Liangyan
    GREY SYSTEMS-THEORY AND APPLICATION, 2017, 7 (03) : 329 - 342