TY - GEN
T1 - The science of science
AU - Wang, Dashun
AU - Liu, Lu
N1 - Publisher Copyright:
© 2020. ACM ISBN.
PY - 2020/8/1
Y1 - 2020/8/1
N2 - The rapid development of digital libraries and the proliferation of scholarly big data have created an unprecedented opportunity to explore scientific production and reward at scale. Fueled by the data exploration and computational advances in digital libraries, the science of science [1, 2] is an emerging multidisciplinary field that aims to quantify patterns for scientific relationships and dependencies, and how scientific progress emerges from the scholarly big data. In this tutorial, we will provide an overview of the science of science, including major topics on scientific careers, scientific collaborations and scientific ideas. We will also discuss its historical context, the state-of-art models and exciting discoveries, and promising future directions for participants interested in mining scholarly big data.
AB - The rapid development of digital libraries and the proliferation of scholarly big data have created an unprecedented opportunity to explore scientific production and reward at scale. Fueled by the data exploration and computational advances in digital libraries, the science of science [1, 2] is an emerging multidisciplinary field that aims to quantify patterns for scientific relationships and dependencies, and how scientific progress emerges from the scholarly big data. In this tutorial, we will provide an overview of the science of science, including major topics on scientific careers, scientific collaborations and scientific ideas. We will also discuss its historical context, the state-of-art models and exciting discoveries, and promising future directions for participants interested in mining scholarly big data.
KW - Digital libraries
KW - Scholarly big data
KW - Science of science
UR - http://www.scopus.com/inward/record.url?scp=85095134154&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85095134154&partnerID=8YFLogxK
U2 - 10.1145/3383583.3398500
DO - 10.1145/3383583.3398500
M3 - Conference contribution
AN - SCOPUS:85095134154
T3 - Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
SP - 563
EP - 564
BT - JCDL 2020 - Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2020
Y2 - 1 August 2020 through 5 August 2020
ER -