SYSTEM OF ANALYSIS AND VISUALIZATION FOR CROSS-LANGUAGE IDENTIFICATION OF THE AUTHORS OF SCIENTIFIC PUBLICATIONS
https://doi.org/10.25205/1818-7900-2018-16-2-49-61
Abstract
This paper describes a system for disambiguation of authorship of articles in English using Russian-language data sources. The system allows a user to find and correct mistakes in determining the authorship of scientific publications, which can improve the search results for articles by a certain author and calculation of the citation index. As a source of publications, the link.springer.com database was used. To obtain reliable information about authors and their articles, the eLIBRARY digital library was used. The system provides interactive visualization of the analysis results and editing facilities to improve the quality of expert analysis. The approaches used in this system are applicable for disambiguation of the authorship of publications from various bibliographic databases.
About the Authors
V. V. Isachenko
Novosibirsk State University
Russian Federation
Russian Federation
Z. V. Apanovich
Novosibirsk State University; A. P. Ershov Institute of Informatics Systems SB RAS
Russian Federation
Russian Federation
References
1. Ferreira A. A., Gonçalves M. A., Laender A. H. F. A brief survey of automatic methods for author name disambiguation // ACM SIGMOD Record. 2012. Vol. 41. No. 2.
2. Shen Q., Wu T., Yang H., Wu Y., Qu H., Cui W. Nameclarifier: A visual analytics system for author name disambiguation // IEEE Trans. Vis. Comput. Graph. 2017. Vol. 23. No. 1. P. 141-150.
3. Apanovich Z. V., Cherepanov D. N., Marchuk A. G. Сross-language identity resolution and approaches to its solution // Bulletin of the Novosibirsk Computing Center. Series: Computer Science. 2014. P. 41-54.
4. Apanovich Z. V., Marchuk A. G. Experiments on Russian-English identity resolution // Proceedings of the ICADL-2015 Conference. Seul, South Korea, LNCS 9469. Springer International Publishing, Switzerland, 2015. P. 12-21.
5. Fifth United Nations Conference on the Standardization of Geographical Names. 1987. Vol. 1: Report of the Conference. P. 40-41.
6. Cormen T. H., Leiserson C. E., Rivest R. L., Stein C. Introduction to Algorithms. 3rd ed. MIT Press, 2009.
7. Большакова Е. И., Клышинский Э. С., Ландэ Д. В., Носков А. А., Пескова О. В., Ягунова Е. В. Автоматическая обработка текстов на естественном языке и компьютерная лингвистика: Учеб. пособие. М.: МИЭМ, 2011. 272 с.
8. Salton G., Buckley C. Term-weighting approaches in automatic text retrieval // Information Processing & Management. 1988. Vol. 24 (5). P. 513-523.
Review
For citations:
Isachenko V.V., Apanovich Z.V. SYSTEM OF ANALYSIS AND VISUALIZATION FOR CROSS-LANGUAGE IDENTIFICATION OF THE AUTHORS OF SCIENTIFIC PUBLICATIONS. Vestnik NSU. Series: Information Technologies. 2018;16(2):49-61. (In Russ.) https://doi.org/10.25205/1818-7900-2018-16-2-49-61
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