Forecasting on Equipment Manufacturing Industry Development in View of Big Data

被引:0
|
作者
Xu, Xiaofei [1 ]
Cui, Yanjuan [2 ]
机构
[1] Beijing Language & Culture Univ, Sch Business, Beijing 100083, Peoples R China
[2] Dalian Polytech Univ, Sch Management, Dalian 116034, Peoples R China
关键词
forecasting; equipment manufacturing industry; big data; metal products industry; Automobile manufacturing industry;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Big data are widely used today, whether and how to use big data in economic variables forecast has become a new field of economic research. The equipment manufacturing industry is the foundation of the national economic development, so forecasts the development of equipment manufacturing industry is a very important research. In equipment manufacturing industry development forecasting, two types of data can be applied, namely traditional government statistical data and online data. Government statistical data are well-structured, whereas online data is unstructured information. This paper explores whether online data can help us to forecast equipment manufacturing industry development and analyze the best model to forecast. We find that traditional government statistical data and online data both can help forecast, so when we doing the forecasting, we should use the traditional government statistical data and online data at the same time.
引用
收藏
页码:266 / 269
页数:4
相关论文
共 50 条
  • [21] Manufacturing Industry Resource Endowment Index and Its Big Data Model
    Xu, Wenping
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (03) : 905 - 928
  • [22] Cloud-based manufacturing equipment and big data analytics to enable on-demand manufacturing services
    Lu, Yuqian
    Xu, Xun
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2019, 57 : 92 - 102
  • [23] Resource push service algorithm for big data alliance in manufacturing industry
    Zhai L.
    Wo Q.
    Zhang S.
    1600, CIMS (23): : 2371 - 2381
  • [24] Control, use and ownership of big data: A reciprocal view of customer big data value in the hospitality and tourism industry
    Line, Nathaniel D.
    Dogru, Tarik
    El-Manstrly, Dahlia
    Buoye, Alex
    Malthouse, Ed
    Kandampully, Jay
    TOURISM MANAGEMENT, 2020, 80
  • [25] Demand Forecasting in the Food Equipment Industry Using Predictive Data Analytics Techniques
    Alqahtani, Ammar Y.
    Makki, Anas A.
    INDUSTRIAL ENGINEERING AND INDUSTRIAL MANAGEMENT, IEIM 2024, 2024, 2070 : 13 - 29
  • [26] Demand forecasting model development through big data analysis
    Yang, Seungjung
    Joo, Heajong
    Youm, Sekyoung
    ELECTRONIC COMMERCE RESEARCH, 2021, 21 (03) : 727 - 745
  • [27] Demand forecasting model development through big data analysis
    Seungjung Yang
    Heajong Joo
    Sekyoung Youm
    Electronic Commerce Research, 2021, 21 : 727 - 745
  • [28] Innovation and Development of the Banking Industry in Big Data Era
    Xiong, Chunhong
    NEW INDUSTRIALIZATION AND URBANIZATION DEVELOPMENT ANNUAL CONFERENCE: THE INTERNATIONAL FORUM ON NEW INDUSTRIALIZATION DEVELOPMENT IN BIG-DATA ERA, 2015, : 64 - 68
  • [29] Using Big Data Strategy for the Development of the Communication Industry
    Yoo, Soonduck
    Kim, Jungihl
    Ryu, Kwangsun
    WEB-AGE INFORMATION MANAGEMENT: WAIM 2014 INTERNATIONAL WORKSHOPS, 2014, 8597 : 349 - 359
  • [30] Manufacturing tools and equipment - the latest releases in the manufacturing industry
    Australian Electronics Engineering, 1995, 28 (09):