Big data and analytics

被引:0
|
作者
Misovic, Andrej [1 ]
Duzik, Ondrej [1 ]
Pleva, Michal [1 ]
机构
[1] Univ Econ, Fac Informat, Dept Stat, Dolnozemska Cesta 1, Bratislava 85235, Slovakia
关键词
big data; fastdata; machine learning; statistics; analytics; data growth; data sources; IoT; internet of things;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper authors discuss phenomenon of "Big data" regarding the analytics. They pose a question why do we need them and why we've been without them before. In Big data discovery and analytics both statistical and machine leaning approaches have similar goals but use different steps and techniques. Authors tries to compare these approaches and also introduce and briefly review analytical tools around the big data framework.
引用
收藏
页码:639 / 644
页数:6
相关论文
共 50 条
  • [41] Big Data Analytics, Data Science and the CIS
    Yao, Xin
    [J]. IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2015, 10 (01) : 4 - 5
  • [42] AGRICULTURAL DATA ANALYTICS - SMALL TO BIG DATA
    Ravichandran, S.
    Kareemulla, K.
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2018, 14 (01): : 211 - 214
  • [43] Big data analytics: transforming data to action
    Bumblauskas, Daniel
    Nold, Herb
    Bumblauskas, Paul
    Igou, Amy
    [J]. BUSINESS PROCESS MANAGEMENT JOURNAL, 2017, 23 (03) : 703 - 720
  • [44] Big Data Infrastructure for Aviation Data Analytics
    Murugan, Anandavel
    Mylaraswamy, Dinkar
    Xu, Brian
    Dietrich, Paul
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING IN EMERGING MARKETS (CCEM), 2014, : 87 - 92
  • [45] Process Data Analytics in the Era of Big Data
    Qin, S. Joe
    [J]. AICHE JOURNAL, 2014, 60 (09) : 3092 - 3100
  • [46] Big Data, Big Data Analytics Capability, and Sustainable Innovation Performance
    Hao, Shengbin
    Zhang, Haili
    Song, Michael
    [J]. SUSTAINABILITY, 2019, 11 (24)
  • [47] Big Data Analytics: Impacting Business in Big Way
    Sharma, Neha
    Sawai, Deepali
    Surve, Ganesh
    [J]. 2017 1ST IEEE INTERNATIONAL CONFERENCE ON DATA MANAGEMENT, ANALYTICS AND INNOVATION (ICDMAI), 2017, : 111 - 116
  • [48] Big issues for big data: challenges for critical spatial data analytics
    Brunsdon, Chris
    Comber, Alexis
    [J]. JOURNAL OF SPATIAL INFORMATION SCIENCE, 2020, (21): : 89 - 98
  • [49] Motivation to use big data and big data analytics in external auditing
    Dagiliene, Lina
    Kloviene, Lina
    [J]. MANAGERIAL AUDITING JOURNAL, 2019, 34 (07) : 750 - 782
  • [50] From Big Data to Knowledge: An Ontological Approach to Big Data Analytics
    Kuiler, Erik W.
    [J]. REVIEW OF POLICY RESEARCH, 2014, 31 (04) : 311 - 318