Urban distribution CCTV for smart city using decision tree methods

Pribadi, Arif and Kurniawan, Fachrul and Hariadi, Mochamad and Nugroho, Supeno Mardi Susiki (2017) Urban distribution CCTV for smart city using decision tree methods. Presented at 18th International Seminar on Intelligent Technology and Its Application, ISITIA 2017, 28 August 2017 through 29 August 2017, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.

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Full text available at: http://doi.org/10.1109/ISITIA.2017.8124048

Abstract

Supervision is important in the application of Smart City. Closed-Circuit Television (CCTV) is one of the main tools of Smart City surveillance. Some CCTVs connected with Information and Communication Technology (ICT) form Smart Monitoring. In order to support Smart Mobility, CCTV is installed to monitor road conditions. The problem is the installation of CCTV which is not always appropriate with the location conditions. Consequently situations such as road density, accidents, crime can not be monitored optimally. This research aims to find the relation of type CCTV camera with location placement. Classification technology is used to construct predictive models. Using the Decision Tree algorithm obtained an accuracy of the prediction model is 87.96%. © 2017 IEEE.

Item Type: Conference (Paper)
Keywords: Classification technology; Closed circuit television; Decision tree method; Decision-tree algorithm; Information and Communication Technologies; Predictive models; Smart monitoring; Urban distribution
Subjects: 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080105 Expert Systems
Divisions: Faculty of Technology > Department of Informatics Engineering
Depositing User: Faizuddin Harliansyah
Date Deposited: 28 May 2018 07:13

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