关键词: 大数据, 人工智能, 机器学习, 深度学习, 计算智能

Abstract: Artificial intelligence,big data,cloud computing,Internet of things and other information technologies promote the development of integrated manufacturing.Remarkable achievements were achieved in the methods of big data analytics with artificial intelligence technology.The latest research progress of big data analytics methods based on artificial intelligence was summarized comprehensively.A summary of research on machine learning was respectively introduced at first,including big data clustering,correlation analysis,classification and prediction.For the deep learning,a hotspot of research in machine learning,distributed deep learning models based on MapReduce/Spark and other improved deep learning algorithms for big data were discussed especially.The big data analytics based on computational intelligence were discussed from swarm intelligence and evolutionary algorithms two aspects.Furthermore,the engineering implementation of distributed computation platforms for big data were described,including the integrated frameworks for the distributive deep learning,big data machine learning systems and algorithms library.The challenges and the possible research directions of artificial intelligence technologies for big data analytics were put forward.

Key words: big data, artificial intelligence, machine learning, deep learning, computational intelligence