• DocumentCode
    1874271
  • Title

    Using GM (1, 1) model to forecast the trend of research in Internet of Things

  • Author

    Hsing-Chung Chen ; Cahyadi, Yagus ; Deviani, Rini ; Tai-Wei Liu ; Jyh-Horng Wen

  • Author_Institution
    Department of Computer Science and Information Engineering, Asia University 500, Lioufeng Rd., Wufeng, Taichung 41354, Taiwan
  • fYear
    2012
  • fDate
    3-5 March 2012
  • Firstpage
    2247
  • Lastpage
    2250
  • Abstract
    A recent development in technology is the Internet of Things (IoT). This is seen to bean integrated part of Future Internet and maybe defined as; a dynamic global network infrastructure with self-configuring capabilities based on standard and interoperable communication protocols. In this paper, we forecast research trends expressed by the amount of research papers published in the digital libraries. GM (1, 1) model is used to predict the number of future research papers based on the previous years´ summary. From the results we analyse the research popularity as well as to find out how GM (1, 1) deals with uncertain data sequence. The result shows that in the future, the interest of researchers in this field increase.
  • Keywords
    GM (1, 1); Grey Theorem; Internet of Things;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Automatic Control and Artificial Intelligence (ACAI 2012), International Conference on
  • Conference_Location
    Xiamen
  • Electronic_ISBN
    978-1-84919-537-9
  • Type

    conf

  • DOI
    10.1049/cp.2012.1447
  • Filename
    6493054