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HSE University

Automatic Knowledge Graph Building

Student: Maksimov Artem

Supervisor: Alexander Ponomarenko

Faculty: Faculty of Informatics, Mathematics, and Computer Science (HSE Nizhny Novgorod)

Educational Programme: Applied Mathematics and Information Science (Bachelor)

Final Grade: 9

Year of Graduation: 2020

The subject of this paper is the automatic construction of the knowledge graph (KG). It is the base part of the process necessary for the practical use of the knowledge graph for the purpose of storing and analyzing information. In the scope of this study the main approaches for KG building and their role in the modern world were analyzed. Also, the program, that returns two lists: - one for edges of the future KG; - one for entities that were found in the text and were linked to the publicly available Wikidata KG based on arbitrary English text was implemented. The web interface is used for easy interaction with the created application. The author of the paper suggests that in future this work can lead to the creation of a framework that can build and process information stored in KG. Further steps aimed at using and improving the constructed KG require separate research in the future.

Full text (added May 23, 2020)

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