INTELLIGENT DATA ANALYSIS ON AN ANALYTICAL PLATFORM
INTELIGENTNA ANALIZA DANYCH NA PLATFORMIE ANALITYCZNEJ
Darkenbayev D. Altybay A. Darkenbayeva Z. Mekebayev N.
2024Politechnika Lubelska
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Srodowiska
2024#14Issue 1119 - 122 pp.
The article discusses methods for processing unstructured data using an analytical platform. The authors analyze existing methods and technologies used to implement data processing and propose new approaches to solving this problem. The possibilities of using analytical platforms to solve the problem of processing source data are considered. The purpose of the article is to explore the possibilities of data import, partial preprocessing, missing data recovery, anomaly removal, spectral processing and noise removal. The authors explored how analytics platforms can function without a data warehouse, obtaining information from any other sources, but the most optimal way is to use them together, and how big data and unstructured data can be processed using an analytics platform. The authors solved a specific problem related to processing problems and proposed ways to solve them using an analytical platform. Particular attention is paid to a complete set of mechanisms that allows you to obtain information from any data source, carry out the entire processing cycle and display the results. Overall, the paper represents an important contribution to the development of raw data processing technologies. The authors plan to continue research in the field of processing big unstructured data.
analysis , analytical platform , processing , raw data , technology
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Department of Computer Science, Faculty of Information Technologies, Al-Farabi Kazakh National University, Almaty, Kazakhstan
Kazakh Ablai Khan University of International Relations and World Languages, Almaty, Kazakhstan
Kazakh National Women’s Teacher Training University, Almaty, Kazakhstan
Department of Computer Science
Kazakh Ablai Khan University of International Relations and World Languages
Kazakh National Women’s Teacher Training University
10 лет помогаем публиковать статьи Международный издатель
Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026