Finding Useful Information for Big Data

被引:1
|
作者
Shi, Yong [1 ]
机构
[1] Kennesaw State Univ, Dept Comp Sci & Informat Syst, Kennesaw, GA 30144 USA
关键词
Big data; nearest neighboring search; clustering algorithms;
D O I
10.14257/ijgdc.2015.8.3.02
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, we present our work on information analysis for big data. Big data is generated every day in various fields such as complex physics simulations, genomics, meteorology, as well as biological and environmental research. Traditional data mining applications cannot handle big data well because the data sets are so large and complex. In this paper we present our approach to analyzing the information that is hidden in the big data using various strategies. This proposed approach can assist to improve the performance of existing data analysis technologies, such as data mining approaches in Bioinformatics and other fields.
引用
下载
收藏
页码:11 / 21
页数:11
相关论文
共 50 条
  • [41] Big data in Information Science literature
    Felipe de Oliveira, Luiz Carlos
    Cendon, Beatriz Valadares
    QUALITATIVE & QUANTITATIVE METHODS IN LIBRARIES, 2020, 9 (02): : 155 - 172
  • [42] The Concept of Information in Big Data Processing
    Golubtsov, P., V
    AUTOMATIC DOCUMENTATION AND MATHEMATICAL LINGUISTICS, 2018, 52 (01) : 38 - 43
  • [43] THE ROLE OF BIG DATA IN DIGITALIZING INFORMATION
    Cofas, Elena
    SCIENTIFIC PAPERS-SERIES MANAGEMENT ECONOMIC ENGINEERING IN AGRICULTURE AND RURAL DEVELOPMENT, 2023, 23 (03) : 185 - 196
  • [44] Big Data Analytics for Information Security
    Szczypiorski, Krzysztof
    Wang, Liqiang
    Luo, Xiangyang
    Ye, Dengpan
    SECURITY AND COMMUNICATION NETWORKS, 2018,
  • [45] Big Data in Intelligent Information Systems
    Anandakumar Haldorai
    Sri Devi Ravana
    Joan Lu
    Arulmurugan Ramu
    Mobile Networks and Applications, 2022, 27 : 997 - 999
  • [46] Information Management (IM) and Big Data
    Demigha, Souad
    PROCEEDINGS OF THE 21ST EUROPEAN CONFERENCE ON KNOWLEDGE MANAGEMENT (ECKM 2020), 2020, : 157 - 163
  • [47] Information Security on the Background of Big Data
    Yang, Huijie
    PROCEEDINGS OF THE 2016 JOINT INTERNATIONAL INFORMATION TECHNOLOGY, MECHANICAL AND ELECTRONIC ENGINEERING, 2016, 59 : 337 - 341
  • [48] From big data to important information
    Bar-Yam, Yaneer
    COMPLEXITY, 2016, 21 (S2) : 73 - 98
  • [49] Structures for Information Retrieval in Big Data
    Hahanov, Vladimir
    Chumachenko, Svetlana
    Litvinova, Eugenia
    Adamov, Alexander
    Sorudeykin, Kirill
    PROCEEDINGS OF XIIITH INTERNATIONAL CONFERENCE - EXPERIENCE OF DESIGNING AND APPLICATION OF CAD SYSTEMS IN MICROELECTRONICS CADSM 2015, 2015, : 70 - 75
  • [50] Dynamic Information Extraction for the Big Data
    Jin, Xue-bo
    Dou, Chao
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 1027 - 1030