The series “Studies in Big Data” (SBD) publishes new developments and advances in the various areas of Big Data—quickly and with a high quality. The intent is to cover the theory, research, development, and applications of Big Data, as embedded in the fields of engineering, computer science, physics, economics and life sciences. The books of the series refer to the analysis and understanding of large, complex, and/or distributed data sets generated from recent digital sources coming from sensors or other physical instruments as well as simulations, crowd sourcing, social networks or other internet transactions, such as emails or video click streams and other. The series contains monographs, lecture notes and edited volumes in Big Data spanning the areas of computational intelligence incl. neural networks, evolutionary computation, soft computing, fuzzy systems, as well as artificial intelligence, data mining, modern statistics and Operations research, as well as self-organizing systems. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution, which enable both wide and rapid dissemination of research output.

“大数据研究”(SBD)系列快速且高质量地公布了大数据各个领域的新发展与进步。其目的是涵盖大数据的理论、研究、开发和应用,并将其嵌入工程、计算机科学、物理、经济和生命科学等领域。本系列书籍涉及对大型、复杂和/或分布式数据集的分析和理解,它们产生于最近数字源的传感器或其他物理仪器;以及模拟、众包、社交网络或其他互联网交易,比如电子邮件或视频点击流等。该系列包含大数据方面的专著、讲义和学术论文集,涵盖计算智能领域,包括神经网络、进化计算、软计算、模糊系统,以及人工智能、数据挖掘、现代统计和运筹学,以及自组织系统。对投稿者和读者都特别有价值的是,出版周期短、传播范围广,令研究成果得以广泛而迅速地传播。

More information about this series at http://www.springer.com/series/11970

Series editor

Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland

e-mail: kacprzyk@ibspan.waw.pl


Volume 50

Francesco Corea

An Introduction to Data: Everything You Need to Know About AI, Big Data and Data Science

50卷

弗朗西斯科·科雷亚

数据导论:关于人工智能、大数据和数据科学,你需要了解的一切