Big Data and Data Quality Dimensions

被引:0
|
作者
Rambli, Yanty Rahayu [1 ]
Shahibi, Mohd Sazili [1 ]
Ibrahim, Zaharudin [1 ]
Ismail, Mohd Nasir [1 ]
机构
[1] Univ Teknol MARA, Fac Informat Management, Shah Alam, Malaysia
关键词
big data; big data characteristic; data quality; data quality dimensions;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Many academicians, researchers, industries and governments around the globe have extensively attracted into a great attention to big data. Big data is a huge volume of data that comes with various formats including structured and unstructured data. Big data plays important roles as it propagate the discovery of insights and future prediction of the data that being processes. Significance of big data have widely impact various industries around the globe. Understanding of the characteristics of big data 'V's plays a major role in various types of industries. In another aspect of data for instance, data quality is one of the importance area that need to consider as it measured the fit of use to route for a better decision makings. Hence, data quality dimensions are also need to be aware of in order to ensure 'fit to use' of the data for a better decision makings.
引用
收藏
页码:6959 / 6964
页数:6
相关论文
共 50 条
  • [1] Big Data Quality: A Quality Dimensions Evaluation
    Taleb, Ikbal
    El Kassabi, Hadeel T.
    Serhani, Mohamed Adel
    Dssouli, Rachida
    Bouhaddioui, Chafik
    [J]. 2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, : 759 - 765
  • [2] Data Governance in the Health Industry: Investigating Data Quality Dimensions within a Big Data Context
    Juddoo, Suraj
    George, Carlisle
    Duquenoy, Penny
    Windridge, David
    [J]. APPLIED SYSTEM INNOVATION, 2018, 1 (04) : 1 - 16
  • [3] BIG DATA, BIG DATA QUALITY PROBLEM
    Becker, David
    McMullen, Bill
    King, Trish Dunn
    [J]. PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2015, : 2644 - 2653
  • [4] Big Data in 3 Dimensions
    Daley, Jim
    [J]. SCIENTIST, 2018, 32 (05): : 47 - 47
  • [5] From Data Quality to Big Data Quality
    Batini, Carlo
    Rula, Anisa
    Scannapieco, Monica
    Viscusi, Gianluigi
    [J]. JOURNAL OF DATABASE MANAGEMENT, 2015, 26 (01) : 60 - 82
  • [6] MEDICAL BIG DATA AND BIG DATA QUALITY PROBLEMS
    Hoffman, Sharona
    [J]. CONNECTICUT INSURANCE LAW JOURNAL, 2014, 21 (01): : 289 - 316
  • [7] Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling
    Wook, Muslihah
    Hasbullah, Nor Asiakin
    Zainudin, Norulzahrah Mohd
    Jabar, Zam Zarina Abdul
    Ramli, Suzaimah
    Razali, Noor Afiza Mat
    Yusop, Nurhafizah Moziyana Mohd
    [J]. JOURNAL OF BIG DATA, 2021, 8 (01)
  • [8] Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling
    Muslihah Wook
    Nor Asiakin Hasbullah
    Norulzahrah Mohd Zainudin
    Zam Zarina Abdul Jabar
    Suzaimah Ramli
    Noor Afiza Mat Razali
    Nurhafizah Moziyana Mohd Yusop
    [J]. Journal of Big Data, 8
  • [9] Data Quality Issues in Big Data
    Rao, Dhana
    Gudivada, Venkat N.
    Raghavan, Vijay V.
    [J]. PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2015, : 2654 - 2660
  • [10] Identifying Big Data Dimensions and Structure
    Dave, Meenu
    Kamal, Jahangir
    [J]. PROCEEDINGS OF 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K17), 2017, : 163 - 168