利用自组织图(SOM)绘制信息通信技术(ICT)进展图

Yuni Arti, Ninon Nurul Faiza, Sri Saraswati Wardhani, A. Nugroho, Dwi Handoko, Zain Saifullah, Wenwen Ruswendi, Edi Santoso
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引用次数: 2

摘要

信息通信技术(ICT)是一个国家最重要的方面之一。信息通信技术的良好进展将是与其他国家竞争的宝贵因素。DKI雅加达省的进展被认为是衡量或代表印度尼西亚的信息通信技术发展是否良好。本研究将使用数据挖掘方法与聚类,使用自组织映射(SOM)算法。基于电信和互联网设施的可用性,该算法用于对DKI雅加达省的村庄进行聚类。聚类或分组结果,或多或少,将描述该省的进展速度。最后,希望该国的ICT进展将体现在DKI雅加达的村庄集群数据中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping of Information and Communication Technology (ICT) Progress Using Self Organizing Map (SOM)
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.
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