文献详情
A social recommendation system for academic collaboration in undergraduate research
文献类型：期刊
通讯作者：Liu, Y (reprint author), Univ Sci & Technol China, Sch Management, Hefei, Anhui, Peoples R China.
期刊名称：EXPERT SYSTEMS影响因子和分区
年：2019
卷：36
期：2
ISSN：0266-4720
关键词：academic collaboration network; data mining; social recommendation systems; undergraduate research
所属部门：信息学院
摘要：Academic collaboration plays an important role in undergraduate research. Current methods rely on offline social contacts for undergraduate students to collaborate with academic staff members in universities and research institutions. In big data era, it is difficult for undergraduate students to find suitable research project opportunities and supervisors to work with. This paper proposes a social recommendation system for undergraduate students to find research project opportunities and work w ...More
Academic collaboration plays an important role in undergraduate research. Current methods rely on offline social contacts for undergraduate students to collaborate with academic staff members in universities and research institutions. In big data era, it is difficult for undergraduate students to find suitable research project opportunities and supervisors to work with. This paper proposes a social recommendation system for undergraduate students to find research project opportunities and work with research project teams on an academic collaboration network. The proposed recommendation method integrates relevance, connectivity, and quality modules, where profiles of undergraduates are constructed with their self-claimed information, research activities (e.g., studying and reading research publications and reading research projects), and social connections in the academic collaboration network. Suitable research projects are recommended based on the undergraduates' profiles. Experiments are conducted, and the results have shown that the proposed social recommendation system can facilitate undergraduates' selection of research projects. ...Hide

DOI：10.1111/exsy.12365
百度学术：A social recommendation system for academic collaboration in undergraduate research
语言：外文
被引频次：2
人气指数：1
浏览次数：1
基金：Strategic Research Fund of City University of Hong Kong [9610365, 7004715, 9680121]; Research Fund of Jiangxi Provincial Department of Science and Technology [20171BBE50066, 20171ACH80019]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China [M1752008, 71371164, 71701134, J1424002, M1552003]
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