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Neural Networks in Publishing: The Case of the “Interactive Encyclopedia for School children”

Authors: Alexander А. Murzin;

Neural Networks in Publishing: The Case of the “Interactive Encyclopedia for School children”

Abstract

The research is dedicated to the application of artificial intelligence based services in book publishing. The author suggests that the algorithms and mathematical rules underlying generative AI create new opportunities for creativity and are capable of stimulating creative processes. The research relies on an interdisciplinary approach that allows the integration of methods from several scientific fields based on axiology. In analyzing the creation of educational comics and interactive elements of an encyclopedia, a case analysis method was employed, which not only described the current situation but also identified problems encountered by the author due to the use of various AI-based services. The main part of the article is devoted to the case analysis of AI applications in book publishing. An example is an interactive encyclopedia for schoolchildren created using AI-based services. The created creative product, the interactive encyclopedia, was subjected to a systematic analysis, which allowed for the identification of the limitations of the project method in creative activities.

Keywords

artificial intelligence; neural networks; creativity; publishing; interactive encyclopedia; educational comic, искусственный интеллект; нейросети; креативность; книгоиздание; интерактивная энциклопедия; образовательный комикс

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selected citations
These citations are derived from selected sources.
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!
0
Average
Average
Average
gold