Big Data Analytics

被引：45
|
作者：
Rajaraman, V. [1 ]
机构：
[1] Indian Inst Sci, Bengaluru, India
来源：
RESONANCE-JOURNAL OF SCIENCE EDUCATION | 2016年 / 21卷 / 08期
关键词：
Big data; data science; fourth paradigm; MapReduce; Hadoop;
D O I：
10.1007/s12045-016-0376-7
中图分类号：
G40 [教育学];
学科分类号：
040101 ; 120403 ;
摘要：
The volume and variety of data being generated using computers is doubling every two years. It is estimated that in 2015, 8 Zettabytes ( Zetta=10(21)) were generated which consisted mostly of unstructured data such as emails, blogs, Twitter, Facebook posts, images, and videos. This is called big data. It is possible to analyse such huge data collections with clusters of thousands of inexpensive computers to discover patterns in the data that have many applications. But analysing massive amounts of data available in the Internet has the potential of impinging on our privacy. Inappropriate analysis of big data can lead to misleading conclusions. In this article, we explain what is big data, how it is analysed, and give some case studies illustrating the potentials and pitfalls of big data analytics.
引用
收藏
页码：695 / 716
页数：22
相关论文
共 50 条
  • [1] Big data analytics and business analytics
    Duan, Lian
    Xiong, Ye
    [J]. JOURNAL OF MANAGEMENT ANALYTICS, 2015, 2 (01) : 1 - 21
  • [2] Big data and analytics
    Misovic, Andrej
    Duzik, Ondrej
    Pleva, Michal
    [J]. ERA OF SCIENCE DIPLOMACY: IMPLICATIONS FOR ECONOMICS, BUSINESS, MANAGEMENT AND RELATED DISCIPLINES (EDAMBA 2015), 2015, : 639 - 644
  • [3] Big Data Analytics
    Andreas Meier
    [J]. HMD Praxis der Wirtschaftsinformatik, 2019, 56 (5) : 879 - 880
  • [4] Big Data: The Structure & Value of Big Data Analytics
    Kim, Hak J.
    [J]. AMCIS 2015 PROCEEDINGS, 2015,
  • [5] Big data analytics and big data science: a survey
    Chen, Yong
    Chen, Hong
    Gorkhali, Anjee
    Lu, Yang
    Ma, Yiqian
    Li, Ling
    [J]. JOURNAL OF MANAGEMENT ANALYTICS, 2016, 3 (01) : 1 - 42
  • [6] Situated Big Data and Big Data Analytics for Healthcare
    Sterling, Mark
    [J]. 2017 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC), 2017,
  • [7] Introduction to big data and analytics: Pathways to maturity the original big data and analytics minitrack
    Kaisler, Stephen H.
    Armour, Frank J.
    Espinosa, J. Alberto
    [J]. Proceedings of the Annual Hawaii International Conference on System Sciences, 2020, 2020-January : 940 - 942
  • [8] Introduction to big data and analytics: Pathways to maturity the original big data and analytics minitrack
    Kaisler, Stephen H.
    Armour, Frank J.
    Espinosa, J. Alberto
    [J]. Proceedings of the Annual Hawaii International Conference on System Sciences, 2021, 2020-January : 936 - 939
  • [9] Security Analytics: Big Data Analytics for Cybersecurity
    Mahmood, Tariq
    Afzal, Uzma
    [J]. 2013 2ND NATIONAL CONFERENCE ON INFORMATION ASSURANCE (NCIA), 2013, : 129 - 134
  • [10] Protagonist of Big Data and Predictive Analytics using data analytics
    Subbalakshmi, Sakineti
    Prabhu, C. S. R.
    [J]. PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON COMPUTATIONAL TECHNIQUES, ELECTRONICS AND MECHANICAL SYSTEMS (CTEMS), 2018, : 276 - 279
12345