• DocumentCode
    552417
  • Title

    Research on the evaluation of the rural informatization of Jiangsu province based on SOM neural network

  • Author

    Shen, Yang ; Huang, Weidong

  • Author_Institution
    Coll. of Econ. & Manage., Nanjing Univ. of Posts & Telecommun., Nanjing, China
  • fYear
    2011
  • fDate
    16-18 Aug. 2011
  • Firstpage
    111
  • Lastpage
    114
  • Abstract
    In order to promote the development of agricultural modernization, the evaluation of the rural informatization is very significant. By the study of the domestic rural informatization evaluation methods, a new evaluating index system, including 18 indicators, is constructed for Jiangsu province. On the basis of SOM neural network model, which is able to simulate the self-organizing learning without supervision in the training, the index system evaluates the information technology in rural areas of Jiangsu province scientifically. From the evaluation, it is concluded that the overall development of rural informatization in Jiangsu Province, including rural information resource base, information application, information professionals, information production and consumption, is not balanced. The evaluation has a very important significance in guiding the planning and construction of rural informatization.
  • Keywords
    agriculture; learning (artificial intelligence); self-organising feature maps; Jiangsu province; SOM neural network model; agricultural modernization; domestic rural informatization evaluation methods; index system evaluation; information consumption; information production; information professionals; information technology; rural information resource base; rural informatization construction; rural informatization planning; self-organizing learning; self-organizing mapping neural network; Agriculture; Cities and towns; Indexes; Information services; Production; Rural areas; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Content, Multimedia Technology and its Applications (IDCTA), 2011 7th International Conference on
  • Conference_Location
    Busan
  • Print_ISBN
    978-1-4577-0473-4
  • Electronic_ISBN
    978-89-88678-47-3
  • Type

    conf

  • Filename
    6016642