A Virtual Dialogue Assistant for Conducting Remote Exams

In this paper, we demonstrate issues and possible solutions to building an Artificial Intelligence Dialogue Assistant for human-machine communication. We specialize it for conducting written exams at online education platforms, talk about the main logical components of the system: knowledge base, qu...

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Bibliographic Details
Published in:	2020 26th Conference of Open Innovations Association (FRUCT) Vol. 26; no. 1; pp. 284 - 290
Main Authors:	Matveev, Anton, Makhnytkina, Olesia, Lizunova, Inna, Vinogradova, Taisiia, Chirkovskii, Artem, Svischev, Aleksei, Mamaev, Nikita
Format:	Conference Proceeding Journal Article
Language:	English
Published:	FRUCT 01-04-2020
Subjects:	artificial intelligence Buildings Complexity theory deep learning human-machine communication Knowledge based systems linguistic natural language processing Neural networks Ontologies Solids speech technologies Technological innovation
Online Access:	Get full text
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Summary:	In this paper, we demonstrate issues and possible solutions to building an Artificial Intelligence Dialogue Assistant for human-machine communication. We specialize it for conducting written exams at online education platforms, talk about the main logical components of the system: knowledge base, question encoder, question generation module, question analysis module. As a knowledge base we consider text fragments representing parts of the course of text fragments representing parts of a course and is a source for a format ontology; and is also sourced for neural network generation of fact-based questions in question generation module and building dependency trees for answer evaluation in question analysis module.
ISSN:	2305-7254 2305-7254 2343-0737
DOI:	10.23919/FRUCT48808.2020.9087557