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CONSTRUCTION OF A TOOL FOR THE DIGITAL ANALYSIS OF TEXTS

Authors: Volodymyr Kamyshyn,; Suhyі, Olexsii;

CONSTRUCTION OF A TOOL FOR THE DIGITAL ANALYSIS OF TEXTS

Abstract

Methods for determining the similarity of texts are at the forefront of such fields of research as computational linguistics, literary studies, communication sciences, philosophy, and health sciences. Similarity determination is in demand in higher education institutions and academic communities. But unlike commercialized "anti-plagiarism" checking services, the integration of the similarity detection tool into large national text archives provides much wider opportunities for its use in terms of access to content and diversification of research purposes. During the research in the framework of the joint Ukrainian-Latvian project* "Methods of text analysis and tools for determining similarities in large national text archives: on the example of the Latvian National Digital Library and the National Repository of Academic Texts of Ukraine", we developed our own text matching and analysis tool. It is built on an open-source distributed search and analytics engine written in Java that supports a large number of data types including text, numeric, geospatial, structured, and unstructured ElasticSearch. The new tool, which received the working name "Antic", was tested by us on the full database of academic texts contained in the National Repository of Academic Texts of Ukraine. As a result of comparing the text downloaded for verification and the NRAT database, the user receives a report with a list of all found matches of text fragments, indicating the number of such matches and active hyperlinks to sources of information where such matches were found - R&D reports, abstracts and dissertations for obtaining a scientific degree.

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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