Understanding the Inter-Domain Presence of Research Topics in the Computing Discipline

被引:1
|
作者
Datta, Subhajit [1 ]
Lakdawala, Rumana [2 ]
Sarkar, Santonu [3 ]
机构
[1] Singapore Management Univ, Sch Informat Syst, Singapore 178902, Singapore
[2] BITS Pilani, Zuarinagar 403726, Goa, India
[3] Birla Inst Technol & Sci, Pilani KK Birla Goa Campus, Zuarinagar 403726, Goa, India
关键词
Computational modeling; Artificial intelligence; Big Data; Publishing; Engineering profession; Special issues and sections; Resource management; Computing; research topics; domains; latent Dirichlet allocation (LDA); statistical models; COAUTHORSHIP NETWORKS; PATTERNS;
D O I
10.1109/TETC.2018.2869556
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The very nature of scientific inquiry encourages the flow of ideas across research domains in a discipline. Research topics with higher inter-domain presence tend to attract higher attention at individual and organizational levels. This is more pronounced in a discipline like computing, with its deeply intertwined ideas and strong connections with technology. In this paper, we study corpora of research publications across four domains of the computing discipline - covering more than 150,000 papers, involving more than 200,000 authors over 55 years and 175 publication venues - to examine the influences on inter-domain presence of research topics. We find statistically significant evidence that higher collective eminence of researchers publishing on a topic is related to lower inter-domain presence of that topic, fewer authors publishing on a topic relate to the topic being likely to have higher inter-domain presence, while topics belonging to more close-knit clusters of topics are likely to have lower inter-domain presence. Our results can inform decisions around defining and sustaining research agendas and offer insights on the progression of the computing discipline.
引用
收藏
页码:366 / 378
页数:13
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