Inter-country Competition and Collaboration in the miRNA Science Field

Artemiy Firsov; Igor Titov

doi:10.1007/978-3-030-37487-7_3

Inter-country Competition and Collaboration in the miRNA Science Field

Artemiy Firsov, Igor Titov

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Abstract

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.

Original language	English
Title of host publication	Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers
Editors	Nikolaj Bjørner, Irina Virbitskaite, Andrei Voronkov
Publisher	Springer Netherlands
Pages	26-40
Number of pages	15
ISBN (Print)	9783030374860
DOIs	https://doi.org/10.1007/978-3-030-37487-7_3
Publication status	Published - 2019
Event	12th International Andrei P. Ershov Informatics Conference, PSI 2019 - Novosibirsk, Russian Federation Duration: 2 Jul 2019 → 5 Jul 2019

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11964 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	12th International Andrei P. Ershov Informatics Conference, PSI 2019
Country/Territory	Russian Federation
City	Novosibirsk
Period	02.07.2019 → 05.07.2019

Keywords

Co-authorship
DBSCAN
Digital library
Identification
K-Mer
KOFER
miRNA
n-gram
Timsort

Access to Document

10.1007/978-3-030-37487-7_3

Cite this

Firsov, A., & Titov, I. (2019). Inter-country Competition and Collaboration in the miRNA Science Field. In N. Bjørner, I. Virbitskaite, & A. Voronkov (Eds.), Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers (pp. 26-40). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11964 LNCS). Springer Netherlands. https://doi.org/10.1007/978-3-030-37487-7_3

Firsov, Artemiy ; Titov, Igor. / Inter-country Competition and Collaboration in the miRNA Science Field. Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers. editor / Nikolaj Bjørner ; Irina Virbitskaite ; Andrei Voronkov. Springer Netherlands, 2019. pp. 26-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "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.",

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note = "Funding Information: The work of I.T. was supported by the Federal Agency of Scientific Organizations (project #0324-2019-0040). Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 12th International Andrei P. Ershov Informatics Conference, PSI 2019 ; Conference date: 02-07-2019 Through 05-07-2019",

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Firsov, A & Titov, I 2019, Inter-country Competition and Collaboration in the miRNA Science Field. in N Bjørner, I Virbitskaite & A Voronkov (eds), Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11964 LNCS, Springer Netherlands, pp. 26-40, 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Novosibirsk, Russian Federation, 02.07.2019. https://doi.org/10.1007/978-3-030-37487-7_3

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

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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.

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A2 - Bjørner, Nikolaj

A2 - Virbitskaite, Irina

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Firsov A, Titov I. Inter-country Competition and Collaboration in the miRNA Science Field. In Bjørner N, Virbitskaite I, Voronkov A, editors, Perspectives of System Informatics - 12th International Andrei P. Ershov Informatics Conference, PSI 2019, Revised Selected Papers. Springer Netherlands. 2019. p. 26-40. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-030-37487-7_3