A Smart Meteorological Service Model Based on Big Data: A Value Creation Perspective

被引:0
|
作者
Ma, Lin [1 ]
Nie, Fengying [2 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Econ & Management, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, NUIST Lib, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Big Data; Service Model; Meteorological Forecasting; Service Collaboration;
D O I
暂无
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
With the rapid development of cloud computing, the Internet of things, big data has become one of the hot spots of society, but also a major focus of applied research, made many service sectors to become data-driven organizations, which exploit the value of big data resources to gain competitive advantage. The meteorological department and the Internet online monitoring collected a large number of meteorological data, deeply develop meteorological data value by using big data analysis method, also by comparing the data and model analysis technology. Within this paper, a literature review, surveys and expert interviews were used in this research paradigm, it analyzed the meteorological observation data management service system, proposed a value-driven smart meteorological service model based on big data. The aim of this paper is to construct a value-driven smart meteorological big data service model that includes resource collaboration, technical collaboration, and service collaboration, optimize the meteorological forecast processes. This promotes meteorological related services products more fine, more accurate and longer forecast timeliness in meteorological disaster prevention and mitigation, public transportation, flood control and drought, agricultural production, transportation and other areas.
引用
收藏
页码:299 / 305
页数:7
相关论文
共 50 条
  • [41] SCADA and Smart Metering systems in water companies. A perspective based on the value creation analysis
    Temido, J.
    Sousa, J.
    Malheiro, R.
    [J]. 12TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONTROL FOR THE WATER INDUSTRY, CCWI2013, 2014, 70 : 1629 - 1638
  • [42] Applying Big Data Technology to University Libraries: A Perspective Based on Service Context
    Liu, Jingwen
    Tian, Ziang
    [J]. PROCEEDINGS OF NINETEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2020, : 10 - 11
  • [43] Construction and Design of a Smart Tourism Model Based on Big Data Technologies
    Jia, QiaoRan
    Cui, YiLin
    Liu, E. N. X. U. A. N.
    Young, Jack
    Polly, Yuyue
    Sun, WeiSheng
    Shen, HuaWen
    [J]. MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [44] Characterizing the Value Creation in Organizations That Implement Big Data Environments
    Furtado, Leonel
    Dutra, Moises
    Macedo, Douglas
    [J]. TRANSDISCIPLINARY ENGINEERING: CROSSING BOUNDARIES, 2016, 4 : 915 - 924
  • [45] Big data reduction framework for value creation in sustainable enterprises
    Rehman, Muhammad Habib Ur
    Chang, Victor
    Batool, Aisha
    Teh Ying Wah
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2016, 36 (06) : 917 - 928
  • [46] Value Creation with Big Data in Marketing: An Empirical Evidence on SMEs
    Wibowo, Sampurno
    Suryana, Yuyus
    Sari, Diana
    Kaltum, Umi
    [J]. ASIAN JOURNAL OF BUSINESS AND ACCOUNTING, 2021, 14 (02): : 173 - 196
  • [47] Model-Based Big Data Analytics-as-a-Service: Take Big Data to the Next Level
    Ardagna, Claudio Agostino
    Bellandi, Valerio
    Bezzi, Michele
    Ceravolo, Paolo
    Damiani, Ernesto
    Hebert, Cedric
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2021, 14 (02) : 516 - 529
  • [48] From Big Data to Smart Data: A Genomic Information Systems Perspective
    Leon Palacio, Ana
    Pastor Lopez, Oscar
    [J]. 2018 12TH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS), 2018,
  • [49] A Value Creation Based Business Model for Customized Product Service System Design
    Chen, Yu-Ting
    Chiu, Ming-Chuan
    [J]. MOVING INTEGRATED PRODUCT DEVELOPMENT TO SERVICE CLOUDS IN THE GLOBAL ECONOMY, 2014, 1 : 54 - 63
  • [50] Big Data Analytics and Smart Service Tool: "Smart Learning Partner" Platform
    Li, Xiaoqing
    Du, Linghong
    Ma, Xuanwei
    [J]. CHALLENGES AND SOLUTIONS IN SMART LEARNING, 2018, : 141 - 146