Data science from a library and information science perspective

被引:26
|
作者
Virkus, Sirje [1 ]
Garoufallou, Emmanouel [2 ,3 ]
机构
[1] Tallinn Univ, Sch Digital Technol, Tallinn, Estonia
[2] Alexander Technol Educ Inst Thessaloniki, Dept Lib Sci & Informat Syst, Thessaloniki, Greece
[3] Deltos Grp, Thessaloniki, Greece
关键词
Data science; Data scientist; Skills; Business value; Data management; Information science; Library science; Bibliographic analysis; Literature review; IoT; BIG DATA; DATA SCIENTIST; ANALYTICS; MANAGEMENT; INTELLIGENCE; SERVICES; IMPACT; WORLD;
D O I
10.1108/DTA-05-2019-0076
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose Data science is a relatively new field which has gained considerable attention in recent years. This new field requires a wide range of knowledge and skills from different disciplines including mathematics and statistics, computer science and information science. The purpose of this paper is to present the results of the study that explored the field of data science from the library and information science (LIS) perspective. Design/methodology/approach Analysis of research publications on data science was made on the basis of papers published in the Web of Science database. The following research questions were proposed: What are the main tendencies in publication years, document types, countries of origin, source titles, authors of publications, affiliations of the article authors and the most cited articles related to data science in the field of LIS? What are the main themes discussed in the publications from the LIS perspective? Findings The highest contribution to data science comes from the computer science research community. The contribution of information science and library science community is quite small. However, there has been continuous increase in articles from the year 2015. The main document types are journal articles, followed by conference proceedings and editorial material. The top three journals that publish data science papers from the LIS perspective are the Journal of the American Medical Informatics Association, the International Journal of Information Management and the Journal of the Association for Information Science and Technology. The top five countries publishing are USA, China, England, Australia and India. The most cited article has got 112 citations. The analysis revealed that the data science field is quite interdisciplinary by nature. In addition to the field of LIS the papers belonged to several other research areas. The reviewed articles belonged to the six broad categories: data science education and training; knowledge and skills of the data professional; the role of libraries and librarians in the data science movement; tools, techniques and applications of data science; data science from the knowledge management perspective; and data science from the perspective of health sciences. Originality/value The field of data science has not been explored using bibliographic analysis of publications from the perspective of the LIS. This paper helps to better understand the field of data science and the perspectives for information professionals.
引用
收藏
页码:422 / 441
页数:20
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