Using Semantic Modeling to Improve the Processing Efficiency of Big Data in the Internet of Things Domain

• Published in: Кибернетика и вычислительная техника
• Date: 2019
• Main Authors: Gladun, A.Ya., Rogushina, Yu.V., Andrushevich, A.A.
• Format: Article
• Language: English
• Published: Міжнародний науково-навчальний центр інформаційних технологій і систем НАН України та МОН України 2019
• Subjects: Informatics and Information Technologies
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/161747
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Using Semantic Modeling to Improve the Processing Efficiency of Big Data in the Internet of Things Domain / A.Ya. Gladun, Yu.V. Rogushina, A.A. Andrushevich // Cybernetics and computer engineering. — 2019. — № 2 (196). — С. 27-42. — Бібліогр.: 28 назв. — англ.

The purpose of the article is to use deep machine learning, based on convolutional neural networks because this model of machine learning corresponds to processing of unstructured and complex nature of the IoT domain. Results. Proposed approach increases the efficiency of IoT Big Data processing and...