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All Journal UNP Journal of Statistics and Data Science Konstruksi: Publikasi Ilmu Teknik, Perencanaan Tata Ruang dan Teknik Sipil
Syifa Azahra
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Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Mathematics Social Sciences

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K-Modes Analysis with Validation of the DBI in Grouping Provinces in Indonesia based on Indicators of Poor Households Syifa Azahra; Zilrahmi; Dodi Vionanda; Fadhilah Fitri
UNP Journal of Statistics and Data Science Vol. 2 No. 2 (2024): UNP Journal of Statistics and Data Science
Publisher : Departemen Statistika Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/ujsds/vol2-iss2/165

Abstract

Poverty is the most pressing social problem in Indonesia. Efforts to alleviate poverty are to group provinces in Indonesia based on indicators of poor households using the K-modes algorithm. The data used is data from the 2017 Indonesian Demographic and Health Survey (IDHS) on the Household List. The analysis includes data noise detection, data clustering using K-Modes algorithm, and cluster validation with Davies Bouildin Index (DBI). Based on the clustering that has been done, two clusters are obtained, where cluster 1 consists of 26 provinces and cluster 2 consists of 8 provinces. cluster 1 is a cluster that fulfills 9 indicators of poor households and cluster 2 only a few indicators of poor households. So that the government can prioritize these 8 provinces to overcome poverty in Indonesia. For the DBI value obtained is 1.89 which means that 2 clusters are already well used in the algorithm.
Digital Art Gallery With Infill Development Design Approach in Medan City (EX Werenhuis Site) Andalucia Andalucia; Syifa Azahra
Konstruksi: Publikasi Ilmu Teknik, Perencanaan Tata Ruang dan Teknik Sipil Vol. 2 No. 4 (2024): Oktober: Konstruksi: Publikasi Ilmu Teknik, Perencanaan Tata Ruang dan Teknik S
Publisher : Asosiasi Riset Ilmu Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/konstruksi.v2i4.541

Abstract

Medan is home to a number of historical buildings from the colonial era and the Islamic Malay Kingdom of Deli, many of which are now heritage sites. However, some buildings remain abandoned, such as the Warenhuis building on Jalan Hindu. Built in 1918 and protected by Law No. 11/2010 and Medan Mayor Decree No. 433/28.K/X/2021, Warenhuis needs to be revitalized to maintain its cultural significance. The COVID-19 pandemic has increased interest in digital connectivity and art. Advances in virtual reality and augmented reality have created new immersive art experiences. The 2000s saw significant growth in the field of new media art, with more and more art collectives utilizing technology. The Cultural Promotion Law No. 5/2017 focuses on the protection, development, and utilization of the arts. Medan, the third largest city in Indonesia, has great potential as a digital art gallery that helps promote culture through conservation, development and community participation. The regeneration of Warenhuis as a digital art gallery uses an infill development design that blends contemporary digital art with the classic architecture of the building, creating a dynamic and inclusive art space while maintaining its historical value.
Co-Authors Andalucia Andalucia Dodi Vionanda Fadhilah Fitri Zilrahmi, Zilrahmi