Characterizing scholar popularity: A case study in the Computer Science research community

G. Gonçalves, F. Figueiredo, J. Almeida, Marcos André Gonçalves
{"title":"Characterizing scholar popularity: A case study in the Computer Science research community","authors":"G. Gonçalves, F. Figueiredo, J. Almeida, Marcos André Gonçalves","doi":"10.1109/JCDL.2014.6970151","DOIUrl":null,"url":null,"abstract":"A common live debate among scholars regards the popularity, productivity and impact of research. This paper aims to contribute to such discussion by quantifying the impact of various academic features on a scholar popularity throughout her career. Using a list of over 2 million publications in the Computer Science research area obtained from two large digital libraries, we analyze how features that capture the number and rate of publications, number and quality of publication venues, and the importance of the scholar in the co-authorship network relate to the scholar popularity. We also investigate the temporal dynamics of scholar popularity, identifying a few common profiles, and characterizing scholars in each profile according to their academic features.","PeriodicalId":92278,"journal":{"name":"Proceedings of the ... ACM/IEEE Joint Conference on Digital Libraries. ACM/IEEE Joint Conference on Digital Libraries","volume":"5 1","pages":"57-66"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ... ACM/IEEE Joint Conference on Digital Libraries. ACM/IEEE Joint Conference on Digital Libraries","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/JCDL.2014.6970151","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 19

Abstract

A common live debate among scholars regards the popularity, productivity and impact of research. This paper aims to contribute to such discussion by quantifying the impact of various academic features on a scholar popularity throughout her career. Using a list of over 2 million publications in the Computer Science research area obtained from two large digital libraries, we analyze how features that capture the number and rate of publications, number and quality of publication venues, and the importance of the scholar in the co-authorship network relate to the scholar popularity. We also investigate the temporal dynamics of scholar popularity, identifying a few common profiles, and characterizing scholars in each profile according to their academic features.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
表征学者受欢迎程度:计算机科学研究界的个案研究
学者们经常就研究的受欢迎程度、生产力和影响进行辩论。本文旨在通过量化各种学术特征对学者在其整个职业生涯中受欢迎程度的影响来促进这种讨论。使用从两个大型数字图书馆获得的计算机科学研究领域超过200万份出版物的列表,我们分析了捕获出版物的数量和速度,出版场所的数量和质量以及学者在合作作者网络中的重要性与学者受欢迎程度之间的关系。我们还研究了学者受欢迎程度的时间动态,确定了一些常见的概况,并根据其学术特征对每种概况中的学者进行了表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Keynote 1: A Conversation with Dr. Safiya Noble Towards Knowledge Maintenance in Scientific Digital Libraries with the Keystone Framework. Identifying the Development Process of the Electronic Health Records Research from the Perspective of Information Resource Management The Status, Hot Topics in the Field of Electronic Health Records: A Literature Review Based on Lda2vec Keynote: Standards and Communities: Connected People, Consistent Data, Usable Applications
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1