Article Per Year (5 Year)
p-Index From 2021 - 2026
6.047
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) FORUM STATISTIKA DAN KOMPUTASI Media Statistika Statistika JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI Jurnal Media Infotama Journal of the Indonesian Mathematical Society KEUNIS JOIV : International Journal on Informatics Visualization Sinkron : Jurnal dan Penelitian Teknik Informatika Informatika Pertanian Jurnal Penelitian Pertanian Tanaman Pangan BAREKENG: Jurnal Ilmu Matematika dan Terapan JTAM (Jurnal Teori dan Aplikasi Matematika) SINTECH (Science and Information Technology) Journal MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jambura Journal of Mathematics International Journal of Remote Sensing and Earth Sciences (IJReSES) Eksakta : Berkala Ilmiah Bidang MIPA Jurnal Aplikasi Statistika & Komputasi Statistik FIBONACCI: Jurnal Pendidikan Matematika dan Matematika Building of Informatics, Technology and Science ESTIMASI: Journal of Statistics and Its Application Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Natural Xplore: Journal of Statistics STATISTIKA Scientific Journal of Informatics Advance Sustainable Science, Engineering and Technology (ASSET) Indonesian Journal of Statistics and Its Applications Limits: Journal of Mathematics and Its Applications The International Journal of Remote Sensing and Earth Sciences (IJReSES)
Anang Kurnia
School Of Data Science, Mathematics And Informatics, IPB University, Indonesia
Agriculture, Biological Sciences & Forestry Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Immunology & microbiology Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mathematics Mechanical Engineering Neuroscience Physics Transportation Other

Published : 76 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : STATISTIKA

 1 
Analisis Clustering Time Series untuk Pengelompokan Provinsi di Indonesia Berdasarkan Indeks Pembangunan Manusia Jenis Kelamin Perempuan Dwi Agustin Nuriani Sirodj; I Made Sumertajaya; Anang Kurnia
Statistika Vol. 23 No. 1 (2023): Statistika
Publisher : Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/statistika.v23i1.2181

Abstract

ABSTRAK Indeks Pembangunan Manusia (IPM) mencerminkan bagaimana kualitas dari pembangunan suatu wilayah tertentu. Selain adanya ketimpangan nilai IPM antar wilayah provinsi di Indonesia, jika dilihat dari sudut pandang gender, maka kesenjangan IPM laki-laki dan perempuan pun tidak bisa dihindari. Peningkatan pertumbuhan pembangunan di setiap wilayah tentu harus mendorong peningkatan kesetaraan gender pula, dalam hal ini kesenjangan pembangunan antara laki-laki dan perempuan harus mampu diminimalisir sehingga penting untuk melihat bagaimana kondisi IPM perempuan perwilayah provinsi di Indonesia agar dapat dilakukan langkah-langkah intervensi untuk meminimalisir isu ketimpangan yang harapannya dapat mendorong indeks pembangunan di wilayah tersebut. Metode analisis yang digunakan untuk mengelompokkan daerah berdasarkan nilai IPM perempuan adalah Clustering time series. Hasil analisis memperlihatkan metode clustering time series dengan menggunakan jarak dynamic time-warping (DTW) menghasilkan dua kelompok yaitu kelompok 1 (daerah dengan IPM perempuan rendah): daerah Papua dan kelompok 2 (daerah dengan IPM perempuan tinggi): daerah lain selain Papua. Pengelompokan yang dibentuk menghasilkan nilai koefisien Silhouette sebesar 0,74. Nilai tersebut menandakan bahwa kelompok yang dibentuk berada dalam kategori kuat dalam artian bahwa dua kelompok tersebut mempunyai karakteristik yang jelas berbeda sehingga metode pengelompokan dengan jarak DTW dapat digunakan dalam pengelompokan provinsi-provinsi di Indonesia berdasarkan nilai IPM Perempuan. ABSTRACT The Human Development Index (HDI) reflects the quality of development in a particular region. In addition to the inequality of HDI values between provinces in Indonesia, when viewed from a gender perspective, the gap between the HDI of men and women is inevitable. Increased development growth in each region must certainly encourage an increase in gender equality as well; in this case, the development gap between men and women must be able to be minimized, so it is important to see how the condition of the women's HDI per region in Indonesia so that intervention steps can be taken to minimize the issue of inequality. The analysis method used in this paper is Time Series Clustering. The analysis results show that the time series clustering method using dynamic time-warping (DTW) distance produces two groups: group 1 (regions with low female HDI): Papua region and group (2 regions with high female HDI): all provinces except Papua. The grouping formed produced a Silhouette coefficient value of 0.74. This value indicates that the groups formed are in a strong category, so the clustering method with DTW distance can be used in grouping provinces in Indonesia based on the value of Women's HDI.
Co-Authors . Hanniva . Marzuki . Sutriyati Abdullah Ilman Fahmi Achmad Fauzan Achmad Fauzan, Achmad Agus Buono Agus M Soleh Agus Mohamad Soleh Ahmad Ansori Mattjik Ajeng Bita Alfira Aji Hamim Wigena Alkahfi, Cahya Amalia Pasaribu, Asysta Amin, Yudi Fathul Anik Djuraidah Ardiansyah, Muhlis Arie Anggreyani Arief Gusnanto ASEP SAEFUDDIN Astri Fatimah Azka Ubaidillah Bagus Sartono Bambang Sumantri Beny Trianjaya Budi Susetyo Budi Waryanto Cici Suhaeni Citra Jaya Dede Dirgahayu Dede Dirgahayu Deiby T Salaki Dewi Juliah Ratnaningsih Dhea Dewanti Dian Handayani Dian Kusumaningrum Dian Kusumaningrum Dian Kusumaningrum, Dwi Agustin Nuriani Sirodj Dwi Wahyu Triscowati Efriwati Efriwati Erfiani Erfiani Erfiani Erwan Setiawan, Erwan Farit Mochamad Afendi Farit Mohamad Afendi Fauzi, Fatkhurokhman Fauziah, Ghina Febryna Sembiring Fitri Dewi Shyntia Fitrianto, Anwar Fitriyani Sahamony, Nur Gerry Alfa Dito Hamid, Assyifa Lala Pratiwi Hamim Wigena, Aji Haq, Irvanal Hari Wijayanto Hari Wijayanto Hari Wijayanto Hestiani Wulandari Hidayat, Agus Sofian Eka Hidayat, Muhammad I Made Sumertajaya I Wayan Mangku Ikhlasul Amalia Rahmi Ina Widayanty Indah Herlawati Indahwati Indonesian Journal of Statistics and Its Applications IJSA Ita Wulandari Iwan Kurniawan Khairani, Fitri Khairil Anwar Notodiputro Kristuisno Martsuyanto Kapiluka Kusman Sadik Loly, Joao Ferreira Rendes Bean Matualage, Dariani Maulana Achiar, Anshari Luthfi Muhammad Nur Aidi Mulianto Raharjo Nashir, Husnun Newton Newton Nurul Hidayati Pardomuan Robinson Sihombing Pasaribu, Asysta Amalia Pingkan Awalia Pramana, Setia Purba, Widyo Pura Purwanto, Arie Putri, Christiana Anggraeni Rahardiantoro, Septian Rahma Anisa Rahma Anisa Rahman, Gusti Arviana Retsi Firda Maulina Ristiyanti Ristiyanti Rysda Rysda Ryska Putri Madyasari Sahamony, Nur Fitriyani Santoso, Andrianto Santoso, Zein Rizky Sari Agustini Hafman Septiani, Adeline Vinda Setyowati, Indah Rini Siregar, Jodi jhouranda Siskarossa Ika Oktora Siti Muchlisoh Suhaeni, Cici Suprayogi, Muhammad Azis Suprayogi, Muhammad Aziz Teguh Prasetyo Thooriq Ghaith Topan . Ruspayandi Triscowati, Dwi Wahyu Tyas, Maulida Fajrining Utami Dyah Syafitri Viarti Eminita Widiyanto, Rhendy K. P. Widoretno, Widoretno Yani Nurhadryani Yenni Angraini Yenni Kurniawati Yudistira Yudistira Yully Sofyah Waode