关键词: 海量数据, 数据挖掘, 博弈论, 粒计算, 认知计算

Abstract: With the development of information technology, the emergence of complex and diverse massive data has brought new challenges to data mining. This comprehensive overview is intended to elaborate the research advances and applications of big data mining from the following aspects: the general technology framework, algorithms, theories and patterns of massive data mining process. Firstly, this paper presents the basic concepts, general process procedures and problems of big data. Secondly, this paper sketches the basic processes of data mining and related algorithms. Thirdly, this paper discusses the details of present research situations and challenges in massive data mining process. Finally, this paper studies the processing patterns of massive data mining process from the perspectives of game theory, granular computing model and big data processing thinking.

Key words: massive data, data mining, game theory, granular computing, cognitive computing