What is Big Data? A Consensual Definition and a Review of Key Research Topics

被引:195
作者
De Mauro, Andrea [1 ]
Greco, Marco [2 ]
Grimaldi, Michele [2 ]
机构
[1] Univ Roma Tor Vergata, Dept Enterprise Engn, I-00133 Rome, Italy
[2] Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, I-03043 Cassino, FR, Italy
来源
INTERNATIONAL CONFERENCE ON INTEGRATED INFORMATION (IC-ININFO 2014) | 2015年 / 1644卷
关键词
Big Data; Analytics; Information Management; Data Processing; Business Intelligence; INTERNET;
D O I
10.1063/1.4907823
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Although Big Data is a trending buzzword in both academia and the industry, its meaning is still shrouded by much conceptual vagueness. The term is used to describe a wide range of concepts: from the technological ability to store, aggregate, and process data, to the cultural shift that is pervasively invading business and society, both drowning in information overload. The lack of a formal definition has led research to evolve into multiple and inconsistent paths. Furthermore, the existing ambiguity among researchers and practitioners undermines an efficient development of the subject. In this paper we have reviewed the existing literature on Big Data and analyzed its previous definitions in order to pursue two results: first, to provide a summary of the key research areas related to the phenomenon, identifying emerging trends and suggesting opportunities for future development; second, to provide a consensual definition for Big Data, by synthesizing common themes of existing works and patterns in previous definitions.
引用
收藏
页码:97 / 104
页数:8
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