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Published since 1998
ISSN 1562-5419
16+
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Recommender System in the Process of Scientific Peer Review in Mathematical Journal

Alexander Mikhailovich Elizarov, Evgeny Konstantinovich Lipachev, Shamil Makhmutovich Khaydarov
708-732
Abstract: An approach is proposed for organizing expert evaluation of a scientific document submitted to a mathematical journal. Domain restriction is associated with the use of the Mathematical Sciences Classification System – MSC. A recommendation system is presented that allows you to create a list of possible experts for conducting scientific peer-reviewing on a mathematical article. The recommender system uses the MSC codes presented by the author of the article on the MSC2020 classifiers. If the codes MSC2000 or MSC2010 are indicated in the article, they are automatically converted to codes MSC2020. For each expert, the system supports a personal profile that contains a set of codes MSC2020, supplemented by numerical characteristics – weights calculated for each code in accordance with the system of accounting for competencies, preferences or refusals to participate in the review procedure. This set is automatically edited if the expert is included in the list of possible reviewers – the weights of several codes increase or decrease, as well as new codes are added. The recommendation system is implemented as an integrated tool (plug-in) of the Open Journal Systems (OJS) platform. The developed method has been tested in the information system of the Lobachevskii Journal of Mathematics (https://ljm.kpfu.ru).
Keywords: scientific journal information system, Open Journal Systems, peer review workflow, automated reviewers selection, Mathematics Subject Classification 2010, Lobachevskii Journal of Mathematics.

Semantic analysis of documents in the control system of digital scientific collections

Шамиль Махмутович Хайдаров
61-85
Abstract: Methods of the semantic documents parsing in digital control system of scientific collections, including electronic journals, offered. The methods of processing documents containing mathematical formulas and methods for the conversion of documents from the OpenXML-format in ТеХ-format considered. The search algorithm for the mathematical formulas in the collections of documents stored in OpenXML-format designed. The algorithm is implemented as online-service on platform science.tatarstan.
Keywords: semantic analysis, publishing systems.
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Russian Digital Libraries Journal

ISSN 1562-5419

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