• DocumentCode
    1855862
  • Title

    Mapping of Information and Communication Technology (ICT) Progress Using Self Organizing Map (SOM)

  • Author

    Arti, Yuni ; Faiza, Ninon Nurul ; Wardhani, Sri Saraswati ; Nugroho, Anto Satriyo ; Handoko, Dwi ; Saifullah, Zain ; Ruswendi, Wenwen ; Santoso, Edi

  • Author_Institution
    Center for Inf. & Commun. Technol., Agency for the Assessment & Applic. of Technol., Jakarta, Indonesia
  • fYear
    2010
  • fDate
    2-3 Dec. 2010
  • Firstpage
    185
  • Lastpage
    187
  • Abstract
    Information and Communication Technology (ICT) is one of the most important aspect in a country. Good progress in ICT will be a valuable factor to compete with other countries. The progress in DKI Jakarta province is considered as a measurement or representation, that the ICT in Indonesia has been developed well or not. This research will use data mining method with clustering, using Self Organizing Map (SOM) algorithm. The algorithm is used for clustering the villages in DKI Jakarta Province, based on the availability of telecommunication and internet facility. The clustering or grouping result, less or more, will describe the progress rate in the province. last, the ICT progress in the country hoped will be represented in village clustering data of DKI Jakarta.
  • Keywords
    Internet; data mining; pattern clustering; self-organising feature maps; DKI Jakarta province; Internet facility; data mining; information and communication technology; self-organizing map; telecommunication; village clustering; Availability; Data mining; Data visualization; Internet; Organizing; TV broadcasting; ICT; SOM; clustering; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Computing, Control and Telecommunication Technologies (ACT), 2010 Second International Conference on
  • Conference_Location
    Jakarta
  • Print_ISBN
    978-1-4244-8746-2
  • Electronic_ISBN
    978-0-7695-4269-0
  • Type

    conf

  • DOI
    10.1109/ACT.2010.42
  • Filename
    5675811