Academic rising star prediction via scholar’s evaluation model and machine learning techniques

Author:

Nie Yubing,Zhu Yifan,Lin Qika,Zhang Sifan,Shi Pengfei,Niu Zhendong

Funder

National Natural Science Foundation of China

Ministry of Education-China Mobile Research Foundation Project

China’s National Strategic Basic Research Program

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Computer Science Applications,General Social Sciences

Reference37 articles.

1. Castillo, C., Donato, D., & Gionis, A. (2007). Estimating number of citations using author reputation. In International conference on string processing and information retrieval (pp. 107–117).

2. Chen, W., Niu, Z., Zhao, X., & Li, Y. (2014). A hybrid recommendation algorithm adapted in e-learning environments. World Wide Web, 17(2), 271–284.

3. Daud, A., Abbasi, R., & Muhammad, F. (2013). Finding rising stars in social networks. In International conference on database systems for advanced applications, (pp. 13–24). Berlin: Springer.

4. Daud, A., Ahmad, M., Malik, M. S., & Che, D. (2015). Using machine learning techniques for rising star prediction in co-author network. Scientometrics, 102(2), 1687–1711.

5. Ding, Y. (2011). Applying weighted pagerank to author citation networks. Journal of the Association for Information Science & Technology, 62(2), 236245.

Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research on multidimensional evaluation and prediction modelling;Third International Conference on Electronic Information Engineering and Data Processing (EIEDP 2024);2024-07-05

2. Exploring the Confounding Factors of Academic Career Success: An Empirical Study with Deep Predictive Modeling;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

3. ‘Academics without publications are just like imperial concubines without sons’: the ‘new times’ of Chinese higher education;Journal of Education Policy;2023-11-27

4. Exploring the determinants of research performance for early-career researchers: a literature review;Scientometrics;2023-11-17

5. Research on the Prediction Model of Civic Education Achievement Based on the Combination of Artificial Intelligence Features;2023 7th Asian Conference on Artificial Intelligence Technology (ACAIT);2023-11-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3