• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

Automatic Knowledge Graph Building

Student: Artem Maksimov

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)

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses