Work

Research on Application of Electromagnetic Environment Data Warehouse Based on Big Data

Year: 2025

Type: article

Abstract: The widespread use of electromagnetic space utilization technology across various fields—including maritime, terrestrial, aeronautical, orbital, electrical, and telecommunications—has generated vast amounts of electromagnetic environment data. To manage challenges, such as the storage of large raw datasets, data discrepancies, isolated data across multiple pathways, and low data value density, a big data-based electromagnetic environment data warehouse is proposed. This warehouse standardizes data from diverse sources, integrates and reconstructs it according to business themes, and uses a mix of relational and non-relational databases for storage. It meets the needs for high data reliability, fast access, and massive storage capacity, offering a solution to data overload while supporting data mining and knowledge discovery in the electromagnetic field.

Source: International Journal of Data Warehousing and Mining

DOI: 10.4018/ijdwm.373715

Authors: Jie Wang, Zhenxing Li, Liping Zhou

Institutions: China Electronics Corporation (China), Xiamen University, Qingdao Preschool Education College

Language: English

Topic: Big Data Technologies and Applications

Subfield: Information Systems and Management

Field: Decision Sciences

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W4409838505

FWCI: 1.019

Cites: 3

Cited by: 1

Related to: 10