Statistics and Big Data: Different Perspectives

被引:0
|
作者
Nunes, Sandra [1 ,2 ]
Oliveira, Teresa A. [3 ,4 ]
Oliveira, Amilcar [3 ,4 ]
机构
[1] Polytech Inst Setubal, Sch Business Adm, Campus IPS Estefanilha, Setubal, Portugal
[2] Univ Nova Lisboa, Fac Sci & Technol, Ctr Math & Applicat, Lisbon, Portugal
[3] Univ Aberta, Palacio Ceia,Rua Escola Politecn, Lisbon, Portugal
[4] Univ Lisbon, Ctr Stat & Applicat, Lisbon, Portugal
关键词
D O I
10.1063/5.0026847
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Big Data has become the new slang in the world of information collection and analysis. The researches we conduct and the data we collect continue to grow, due to rapidly expansion of technology. Disciplines such as Computer Science, Engineering, and Statistics play a key role in the analysis of big data, each with its specificity but all equally important, an opinion that is not shared by all, being the Statistic considered the weakest link. This work attempts to show that Statistics have a distinct and essential role in this new world of Big Data, showing that Statistics and Big Data denote a crucial union. We will start with a brief introduction to Big Data and the several existing definitions.
引用
下载
收藏
页数:4
相关论文
共 50 条
  • [21] Statistical Perspectives on "Big Data"
    Megahed, Fadel M.
    Jones-Farmer, L. Allison
    FRONTIERS IN STATISTICAL QUALITY CONTROL 11, 2015, : 29 - 47
  • [22] Big data: Challenges and perspectives
    Duellmann, D.
    GRID AND CLOUD COMPUTING: CONCEPTS AND PRACTICAL APPLICATIONS, 2016, 192 : 153 - 183
  • [23] Big Data - ethical perspectives
    Docherty, A.
    ANAESTHESIA, 2014, 69 (04) : 390 - 391
  • [24] Does big data mean big knowledge? KM perspectives on big data and analytics
    Pauleen, David J.
    Wang, William Y. C.
    JOURNAL OF KNOWLEDGE MANAGEMENT, 2017, 21 (01) : 1 - 6
  • [25] Statistics in the big data era: Failures of the machine
    Dunson, David B.
    STATISTICS & PROBABILITY LETTERS, 2018, 136 : 4 - 9
  • [26] Impacts on Statistics Education in Big Data Era
    Li, Yanling
    Huang, Chunyan
    Zhou, Ling
    EDUCATIONAL SCIENCES-THEORY & PRACTICE, 2018, 18 (05): : 1236 - 1245
  • [27] Application of Big Data Technology in Economic Statistics
    Wang, Xia
    IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 861 - 864
  • [28] Challenges to Traditional Statistics in the Age of Big Data
    Chen Ming
    Zhu Xueshuai
    Jiang Qian
    2019 INTERNATIONAL CONFERENCE ON ARTS, MANAGEMENT, EDUCATION AND INNOVATION (ICAMEI 2019), 2019, : 1073 - 1076
  • [29] BIG DATA AND STATISTICS A STATISTICIAN'S PERSPECTIVE
    Rossell, David
    METODE SCIENCE STUDIES JOURNAL, 2015, (05): : 143 - 149
  • [30] Statistics in the Age of Big Data: Opportunities and Challenges
    Liu, Guoli
    PROCEEDINGS OF 3RD INTERNATIONAL SYMPOSIUM ON SOCIAL SCIENCE (ISSS 2017), 2017, 61 : 182 - 185