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All Journal Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Ministrate: Jurnal Birokrasi dan Pemerintahan Daerah Jurnal Supremasi Alamtana
Getah Ester Hayatulah
Universitas Krisnadwipayana
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Environmental Science Law, Crime, Criminology & Criminal Justice Social Sciences

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Comparison of Kernel Support Vector Machine in Predicting Judges' Decisions at the Bekasi District Court Harry Dwiyana Kartika; Getah Ester Hayatulah; Ali Khumaidi
Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Vol 10 No 3 (2022): Vol. 10, No. 3, December 2022
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Udayana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JIM.2022.v10.i03.p03

Abstract

Proses persidangan suatu perkara pidana di Pengadilan Negeri Bekasi pada tahun 2019-2021 dengan rata-rata lama proses yang diperlukan untuk memutuskan perkara oleh hakim adalah 65-an hari. Pada penelitian ini mengusulkan penggunaan machine learning sebagai alat bantu untuk mempercepat keputusan hakim. Kasus tindak pidana berdasarkan jenis acara pidana dibagi menjadi 3 jenis yaitu pidana biasa, pidana singkat, dan pidana cepat. Data penelitian yang digunakan adalah jenis acara pidana biasa dengan status perkara minutasi yang dipublikasikan sebanyak 1.642 kasus. Proses pengolahan data mengunakan python dengan preprocessing data case folding, remove punctuation, tokenization dan removal stopword kemudian untuk pembobotan kata menggunakan TF-IDF. Untuk memprediksi putusan lama pemidanaan menggunakan pendekatan klasifikasi Support Vector Machine. Sebelum pemodelan dilakukan splitting data dengan perbandingan 80:20 dan hasil perbandingan pemodelan klasifikasi menggunakan SVM dengan 4 kernel yaitu linear (89,4%), RBF (88,4%), sigmoid (88,4%), dan polynomial (89,1%). Kernel SVM terbaik adalah kernel linear dengan nilai akurasi sebesar 89,4% dan nilai error sebesar 10,6%.
Kebijakan Lingkungan dalam Menanggapi Permasalahan Perubahan Iklim di Indonesia: Sebuah Tinjauan Integratif Getah Ester Hayatulah; Jamaluddin Mahasari; Muhammad Ihsan; Muhammad Bagus Adi Wicaksono; Syukra Alhamda
Ministrate: Jurnal Birokrasi dan Pemerintahan Daerah Vol 5, No 2 (2023): Birokrasi dan Pemerintahan di Daerah 11
Publisher : Jurusan Administrasi Publik FISIP UIN SGD Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/jbpd.v5i2.28548

Abstract

Climate change can cause problems for humans if not handled properly. Therefore, the government as the authority needs to make policies in dealing with problems caused by climate change. This research then aims to look at the environmental policies that have been or can be implemented by the Indonesian government in overcoming the problem of climate change. This research will be carried out using a descriptive qualitative approach. The results of this study then found that in addition to national policies through the National Action Plan for Reducing Greenhouse Gas Emissions (RAN-GRK) and the Climate Change Adaptation Plan (RAN API), the Indonesian government also contributed to agreements and international cooperation to be able to overcome the impacts from climate change. Capacity building, technology transfer, and development of sustainable financing mechanisms are also important aspects of regional and international cooperation. Other policies that can be implemented by the Indonesian government are building education to increase public awareness and understanding of climate change and implementing information campaign initiatives to increase public participation in climate change mitigation and adaptation efforts.
Politik Hukum Pengaturan Kampanye Berbasis Keadilan dalam Pemilihan Umum di Indonesia Amin, Fakhry; Ester Hayatulah, Getah
Jurnal Supremasi Volume 14 Nomor 1 Tahun 2024
Publisher : Fakultas Hukum, Universitas Islam Balitar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35457/supremasi.v14i1.3394

Abstract

General elections in Indonesia as a pillar of democracy, view political campaigns as the main means of introducing candidates and political parties. However, campaigns must be based on the principles of justice and fair law to maintain the integrity of democracy. Major challenges arise in maintaining campaign fairness, especially regarding campaign fund transparency. This research uses normative legal methods by analyzing legal norms related to campaigns in general elections. The results show that laws and regulations, such as Law No. 7/2017 on General Elections and KPU Regulation No. 23/2018, aim to maintain fairness in political campaigns, although there are still implementation barriers, such as unequal access to resources, lack of transparency in campaign fund arrangements, and uneven media access. The issue of spreading false information or hoaxes is also a concern in political campaigns.
Penguatan Desa Wisata Bilebante, Lombok Tengah Melalui Pelatihan Produk Ekonomi Kreatif bagi Mitra dan Silaturahmi Akademik: PKM ADLPTI Lombok 2022 Esti Ismawati; Bayu Indrayanto; Eri Fatarina; Sari Purnavita; Muhsyanur Muhsyanur; Getah Ester Hayatullah; Margiyono suyitno; Rosa Nikmatul Fajri; Abdurrahman Sadikin; Sri Sutanti
Alamtana: Jurnal Pengabdian Masyarakat UNW Mataram Vol 3 No 3 (2022): Edisi Desember 2022
Publisher : LPPM UNIVERSITAS NAHDLATUL WATHAN MATARAM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51673/jaltn.v3i3.1232

Abstract

Desa wisata Bilebante menarik untuk dikenal, disapa, dan diupdate capaiannya. Pengabdian masyarakat Dosen Lintas Perguruan Tinggi Indonesia (ADLPTI) di Lombok ini bertujuan untuk memberikan solusi di di bidang diversifikasi program, pengenalan produk baru, dan kunjungan silaturahmi secara langsung. Metode yang digunakan adalah Pendampingan, Focus Grup Discussion (FGD) dan kunjungan lapangan. Dari hasil PKM diperoleh beberapa agenda antara lain kesepakatan untuk melanjutkan program yang dimotori oleh 17 Perguruan Tinggi yakni universitas di Lombok dan di luar Lombok yang tergabung dalam ADLPTI, produk sabun sereh berbasis tanaman obat local Lombok, produk plastic ramah lingkungan, dan proposal Kedaireka. Program ini juga mendapat dukungan penuh dari Pemda Provinsi NTB dan UNW, UNHAM, UNRAM, STIKES Yarsi dan Masyarakat desa Bilebante.
Co-Authors Abdurrahman Sadikin Ali Khumaidi Amin, Fakhry Bayu Indrayanto Eri Fatarina Esti Ismawati Harry Dwiyana Kartika Jamaluddin Mahasari Margiyono Suyitno Muhammad Bagus Adi Wicaksono Muhammad Ihsan Muhsyanur Muhsyanur Rosa Nikmatul Fajri Sari Purnavita Sri Sutanti