Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Inter-country Competition and Collaboration in the miRNA Science Field. / Firsov, Artemiy; Titov, Igor.
Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers. ed. / Nikolaj Bjørner; Irina Virbitskaite; Andrei Voronkov. Springer Netherlands, 2019. p. 26-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11964 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
}
TY - GEN
T1 - Inter-country Competition and Collaboration in the miRNA Science Field
AU - Firsov, Artemiy
AU - Titov, Igor
N1 - Funding Information: The work of I.T. was supported by the Federal Agency of Scientific Organizations (project #0324-2019-0040). Publisher Copyright: © Springer Nature Switzerland AG 2019. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2019
Y1 - 2019
N2 - Many digital libraries, such as PubMed, Scopus, appeared with the growth of the Internet: thus, many scientific articles became available in the digital form. We got an opportunity to query articles metadata, gather statistics, build co-authorship graphs, etc. This includes estimating the authors/institutions activity, revealing their interactions and other properties. In this work we present the analysis of the characteristics of institutions interactions in the miRNA science field using the data from PubMed digital library. To tackle the problem of the institution name writing variability, we proposed the k-mer/n-gram boolean feature vector sorting algorithm -KOFER. We identified the leaders of the field - China, USA -, characterized the interactions and described the country level features of co-authorship. We observed that the USA were leading in the publication activity until China took the lead 4 years ago. However, the USA are the main co-authorship driver in this field.
AB - Many digital libraries, such as PubMed, Scopus, appeared with the growth of the Internet: thus, many scientific articles became available in the digital form. We got an opportunity to query articles metadata, gather statistics, build co-authorship graphs, etc. This includes estimating the authors/institutions activity, revealing their interactions and other properties. In this work we present the analysis of the characteristics of institutions interactions in the miRNA science field using the data from PubMed digital library. To tackle the problem of the institution name writing variability, we proposed the k-mer/n-gram boolean feature vector sorting algorithm -KOFER. We identified the leaders of the field - China, USA -, characterized the interactions and described the country level features of co-authorship. We observed that the USA were leading in the publication activity until China took the lead 4 years ago. However, the USA are the main co-authorship driver in this field.
KW - Co-authorship
KW - DBSCAN
KW - Digital library
KW - Identification
KW - K-Mer
KW - KOFER
KW - miRNA
KW - n-gram
KW - Timsort
UR - http://www.scopus.com/inward/record.url?scp=85077499348&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-37487-7_3
DO - 10.1007/978-3-030-37487-7_3
M3 - Conference contribution
AN - SCOPUS:85077499348
SN - 9783030374860
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 26
EP - 40
BT - Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers
A2 - Bjørner, Nikolaj
A2 - Virbitskaite, Irina
A2 - Voronkov, Andrei
PB - Springer Netherlands
T2 - 12th International Andrei P. Ershov Informatics Conference, PSI 2019
Y2 - 2 July 2019 through 5 July 2019
ER -
ID: 27776642