DISTRIBUTED MINING SYSTEM AND METHOD FOR AVIATION-ORIENTED ELECTRONIC DATA

摘要

A distributed mining system and implementation method for aviation-oriented electronic data.The system comprises a data association analysis module, a data association analysis application module, and a data storage module. The data association analysis module acquires training data from a data source, completes establishment of a data association model, provides the model to the data association analysis application module, completes real-time prediction, and displays a result on a screen. The data association analysis application module achieves a function of real-time storage by means of a cloud storage function of the data storage module. The present invention enables real-time data storage and sharing by means of distributed storage of large-scale electronic aviation data, and generates, by employing historical data analysis and a classification algorithm of machine learning, firepower attack prediction from real-time data, thus ensuring accuracy while improving decision efficiency of a systemic conflict system, and providing decision guidance for a pilot. The prediction success rate is up to 94%.