A Survey of Big Data Technologies and How Semantic Computing Can Help

被引：4
|
作者：
Kim, Jennifer [1 ]
Wang, George [2 ]
Bae, Sang Tae [3 ]
机构：
[1] Univ Calif Irvine, Irvine, CA 92697 USA
[2] Calif State Univ Northridge, Northridge, CA 91330 USA
[3] KISTEP, Seoul, South Korea
来源：
INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING | 2014年 / 8卷 / 01期
关键词：
Big data; data mining; cloud computing; cognitive computing; semantic analysis;
D O I：
10.1142/S1793351X14500056
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this article, we survey different types of big data techniques such as Hadoop, NoSQL, and R and how semantic computing can be utilized to improve these methods. We explain the terms big data and semantic analysis. We discuss how big data analysis and semantic analysis are utilized in different domains such as healthcare and business.
引用
收藏
页码：99 / 117
页数：19
相关论文
共 50 条
  • [31] How can computer technologies help linguistic typology?
    Solovyev, V. D.
    Kibrik, A. A.
    HERALD OF THE RUSSIAN ACADEMY OF SCIENCES, 2015, 85 (01) : 33 - 39
  • [32] How Speech Technologies Can Help People with Disabilities
    Delic, Vlado
    Secujski, Milan
    Sedlar, Natasa Vujnovic
    Miskovic, Dragisa
    Mak, Robert
    Bojanic, Milana
    SPEECH AND COMPUTER, 2014, 8773 : 243 - 250
  • [33] Big Data Challenges, Techniques, Technologies, and Applications and How Deep Learning can be Used
    Chen, C. L. Philip
    2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2016, : 3 - 3
  • [34] Cloud computing,IoT, and big data: Technologies and applications
    Bakhouya, Mohamed
    Zbakh, Mostapha
    Essaaidi, Mohamed
    Manneback, Pierre
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 32 (17):
  • [35] Key Technologies of Urban Computing in Big Data Era
    He, Zhonglin
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2017), 2017, 87 : 201 - 204
  • [36] How System Integrators Can Help Client Companies Develop Big Data Analytics Capability?
    Wu, Tim Yueh-Ying
    Chang, Jamie Yi-Ting
    Tai, Jeffrey Chi-Feng
    NTU MANAGEMENT REVIEW, 2022, 32 (03): : 117 - 154
  • [37] FORECASTING FINANCIAL CYCLES: CAN BIG DATA HELP?
    Skare, Marinko
    Porada-Rochon, Malgorzata
    TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2020, 26 (05) : 974 - 988
  • [38] Big Data? Statistical Process Control Can Help!
    Qiu, Peihua
    AMERICAN STATISTICIAN, 2020, 74 (04): : 329 - 344
  • [39] CAN BIG DATA HELP CURB THE OPIOID CRISIS?
    Sharma M.
    Engineering and Technology, 2019, 14 (06): : 62 - 64
  • [40] IoT Data Management Using Cloud Computing and Big Data Technologies
    Gupta, Sangeeta
    Godavarti, Raghuram
    INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION, 2020, 8 (04) : 50 - 58
12345