Artificial Intelligence System for Processing Big Data to Determine the Value of Innovative Products in a Digital Economy

Authors :: Gennady Lukyanov
Alena Polianskaia
Nikolay Lomakin
Sergey Sazonov
Alina Gorbunova
Source :: Communications in Computer and Information Science ISBN: 9783030600792
Publication Year :: 2020
Publisher :: Springer International Publishing, 2020.
Abstract: Theoretical foundations for artificial intelligence systems being applied in Big Data processing have been considered. Capabilities of the Hadoop framework and Deductor analytic platform have been analyzed and compared. A technology to mine data from news Web sites due to the developed Skraper program has been considered. There were discussed some issues, revealing capabilities of the Word2vec program that was used in scientific research and provided for the retrieved words being vectorized in a 300-dimension format.

Subjects :: Big data processing
Artificial Intelligence System
Computer science
business.industry
Value (economics)
Big data
Word2vec
Digital economy
business
Data science

ISBN :: 978-3-030-60079-2
ISBNs :: 9783030600792
Database :: OpenAIRE
Journal :: Communications in Computer and Information Science ISBN: 9783030600792
Accession number :: edsair.doi...........72efce984eed1857ba3b910c66be5cc8
Full Text :: https://doi.org/10.1007/978-3-030-60080-8_2

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