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Performance Comparison Analysis of Classifiers on Binary Classification Dataset Rahmat Fuadi Syam; Rahmadani
Indonesian Journal of Data and Science Vol. 4 No. 2 (2023): Indonesian Journal of Data and Science
Publisher : yocto brain

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56705/ijodas.v4i2.77

Abstract

In this study, we compared the performance of Random Forest Classifier and Decision Tree using classification evaluation methods. The results showed that Random Forest Classifier had a higher overall accuracy rate but also produced more outliers. On the other hand, Decision Tree demonstrated consistency in classification with fewer outliers. These findings provide insights into the trade-off between accuracy and consistency when selecting the appropriate classification method. Furthermore, further research is needed to understand the impact of outliers on classification performance and to take appropriate steps in addressing them.
Pengembangan Metode Blended Learning Sebagai Alternatif Pembelajaran Di Masa New Normal Muhammad Ansarullah S. Tabbu; Ahmad Miftahurrahman Anwar; Kristian Unga; Rahmadani
Indonesian Technology and Education Journal Volume 1 No. 1 Februari 2023
Publisher : Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/itej.v1i1.43

Abstract

World Health Organization (WHO)  resmi menetapkan  penyakit novel corona virus dengan sebutan Corona virus Disease (COVID-19). Wabah virus corona juga sudah masuk ke Indonesia pada awal maret 2020. Virus corona masih terus menyebar di Indonesia hingga saat ini tercatat 132.816 kasus terkonfirmasi positif diantaranya 5.968 meninggal. Pandemi COVID-19 mempengaruhi berbagai bidang kehidupan termasuk pendidikan. Blended  Learning merupakan solusi pembelajaran diera digital karena akan meningkatkan keterampilan soft skill bagi siswa/mahasiswa. Media yang digunakan pada model blended learning ini adalah media elektronik (e-learning). Salah satu jenis penerapan dari pembelajaran elektronik (e-learning) adalah pembelajaran berbasis web yang bisa diakses melalui jaringan internet. Tujuan penelitian ini adalah untuk mendeskripsikan dan menganalisis bagaimana pengembangan metode Blended Learning sebagai alternatif pembelajaran di Universitas Negeri Makassar di Masa New Normal. Metode penelitian yang digunakan adalah metode penelitian deskriptif dengan pendekatan kuantitatif. Populasi dan sampel pada penelitian ini yaitu mahasiswa aktif Universitas Negeri Makassar. Teknik pengambilan sampel dalam penelitian ini menggunakan kuesioner, dengan jumlah responden 106 siswa. Hasil penelitian menunjukkan bahwa penerapan model pembelajaran Blended Learning berjalan “Baik”.
Pengaruh Media Loose Part Terhadap Kemampuan Berhitung Anak Usia 4-5 Tahun di TK Rahmadani; Icam Sutisna; Pauweni, Apriyanto A.J
Student Journal of Early Childhood Education Vol 4 No 1 (2024): Volume 4 Nomor 1 Maret 2024
Publisher : Early Childhood Education Department, Faculty of Education, State University of Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37411/sjece.v4i1.2629

Abstract

This study aimed to determine the effect of loose part media on the counting skills of 4-5-year-old at TK State Menara Laut Kindergarten, Leato District, Gorontalo City. This study employed a quantitative experimental method with a one-group pretest-posttest design on 15 children from Group A at the mentioned Kindergarten. The pretest data showed a highest score of 16 and a lowest score of 12, with an average score of 14.27. On the other hand, the posttest data displayed a highest score of 30 and a lowest score of 25, with an average score of 28.07, indicating an increase in the average score of 13.80. The results were also supported by the hypothesis test (t-test), showing a calculated t-count of 37.53 and a t-table of 2.14. This indicates that the t-count was greater than the t-table (37.53 > 2.14). Therefore, it was concluded that Ho was rejected, and H1 was accepted. This meant that there was a significant influence of the loose parts media on the counting skills of children at TK State Menara Laut Kindergarten in Leato District, Gorontalo City. Thus, the use of loose parts media proved to be an effective learning strategy for improving early childhood counting skills.
Kandang Ayam Pintar Berbasis Internet of Thinks Menggunakan NodeMCU ESP8266 Muktashim Billah; Marto Sihombing; Rahmadani
Indonesian Journal of Education And Computer Science Vol. 2 No. 2 (2024): INDOTECH - August 2024
Publisher : PT. INOVASI TEKNOLOGI KOMPUTER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60076/indotech.v2i2.660

Abstract

Perancangan perangkat kandang ayam pintar berbasis IoT. Sistem perangkat ini menggunakan mikrokontroler NodeMCU ESP8266 yang berfungsi sebagai pengolah data dan pengirim perintah dan juga sebagai penerima jaringan WI-FI. Sistem perangkat kendang ayam pintar ini menggunakan system kontrol menggunakan smartphone android untuk mengontrol dan memonitoring keadaan, kendang ayam pintar ini menggunakan system komunikasi jaringan WI-FI sehingga sistem kendang ayam dan smartphone android dapat terhubung, dalam system kendang ayam pintar ini menggunakan sensor dht11 sebagai pengontrol suhu yang ada di dalam kendang ayam, dan motor servo sebagai penggerak penutup pakan ayam. Supply tegangan yang di gunakan oleh alat ini adalah AC-DC colokan listrik rumah untuk di hububgkan ke lampu, sumber tegangan yang di butuhkan pompa air 5volt. Tegangan AC-DC masuk terlebih dahulu ke rangkaian relay, 5 volt tengangan untuk menghidupkan pompa air. Alat ini dapat diguanakan dengan mudah untuk membantu kegiatan manusia dalam memelihara ayam hanya dengan menggunakan smartphone dan di hubungkan ke WI-FI.
SISTEM INFORMASI PEMAKAIAN ALAT-ALAT BERAT PADA DINAS BINA MARGA Rahmadani
Jurnal Indonesia : Manajemen Informatika dan Komunikasi Vol. 2 No. 1 (2021): Januari-Juni
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jimik.v2i1.47

Abstract

The purpose of this study is to identify and design an Information System for the Use of Heavy Equipment at the Department of Highways with the programming languages HTML, PHP, CSS, JSON, AJAX and MySQL as database support. Broadly speaking, this research is divided into three stages, namely pre-development data collection, development and implementation, and post-development data collection. While in software development using the DSRM (Design Science Research Method). From the results of the study, it can be concluded that the information system on the use of heavy equipment at the Aceh Bina Marga Office has followed the procedure using HTML, PHP, CSS, JSON, AJAX and MySQL programming languages as database support.
Pendampingan Magang Mahasiswa Bidang Teknologi di CV. Asa Technovasindo UC Mariance; Rahmadani
JURIBMAS : Jurnal Hasil Pengabdian Masyarakat Vol 2 No 2 (2023): Oktober 2023
Publisher : LKP KARYA PRIMA KURSUS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62712/juribmas.v2i2.115

Abstract

Jurnal pengabdian ini membahas tentang program Merdeka Belajar Kampus Merdeka (MBKM) yang dilaksanakan di PT. Xtend Indonesia yang berada di kota Medan. MBKM merupakan upaya perguruan tinggi untuk berkontribusi pada masyarakat melalui berbagai kegiatan dan proyek yang melibatkan kolaborasi dengan pihak-pihak eksternal, seperti komunitas lokal, organisasi non-pemerintah, atau pemerintah daerah. Hasil dari program MBKM ini menunjukkan adanya pengembangan soft skill dibidang teknologi. Keberhasilan program ini diukur melalui [pengenalan industry bidang teknologi, penigkatan keterampilan teknis, peningkatan soft skill, praktikum dan freelancing, pengalaman kerja praktis, kesempatan kerja]. Kesimpulannya, program Masyarakat Berbasis Kampus (MBKM) ini memberikan manfaat yang signifikan bagi mahasiswa yang melaksanakan magang dalam program MBKM. Magang ini diharapkan dapat menjadi pembelajaran berharga bagi mahasiswa kedepannya dan memperkuat peran perguruan tinggi dalam pembangunan masyarakat.
PENGEMBANGAN BUKU CERITA ANAK BERBASIS KULTUR BANJAR UNTUK MENINGKATKAN LITERASI BUDAYA SISWA MATA PELAJARAN BAHASA INDONESIA KELAS V SDN 102052 BAGAN KUALA Rahmadani; Sutarini
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 9 No. 3 (2024): Volume 09 No. 03 September 2024.
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v9i3.18514

Abstract

Several problems were found at SDN 102052 Bagan Kuala, including that at the school only normal reading books were available, teachers only used teacher books and student books, lack of use and utilization of technology in the learning process, lack of students' understanding of Banjar culture and culture, and low students' cultural literacy level, especially Banjar culture. This research was carried out with the aim of finding out the suitability of the book, developing the book to find out students' cultural literacy and students' responses after using the Banjar Culture Based Children's Storybook. The research method used is the development method with the EDDIE model which consists of: Analysis, Design, Development, Implementation and Evaluation. The sample for this research was 30 class V students at SDN 102052 Bagan Kuala. There are 4 questionnaires used, namely: media validation questionnaire, material validation questionnaire, learning questionnaire and student response questionnaire. So it can be concluded that the Banjar Culture Based Children's Story Book, after the revision and validation process, states that the average percentage of eligibility for the Banjar Culture Based Children's Story Book is 85% in the "Very Eligible" category. Based on the suitability of the media from input from media experts, material experts and learning experts, namely class V teachers, the development of a Banjar Culture Based Children's Storybook developed by researchers was declared Very Suitable for use as teaching material in the learning process.
Simulation of Ad Hoc On-Demand Distance Vector Routing Protocol in Mobile Ad Hoc Networks Rahmadani; Silaban, Indra Marto; Safriadi, Safriadi
Indonesian Journal of Science, Technology and Humanities Vol. 2 No. 2 (2024): IJSTECH - October 2024
Publisher : PT. INOVASI TEKNOLOGI KOMPUTER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60076/ijstech.v2i2.906

Abstract

To simulate using a simulator made with a programming language and test the mobile ad hoc network system in the process of sending packets from the source node to the destination node in order to evaluate the stability of the routing protocol used. This research uses the Ad Hoc On-Demand Distance Vector (AODV) protocol which is expected to reduce the processing time (overhead) that often occurs in mobile ad hoc networks, because the routing table is not exchanged between nodes during the ad hoc mode process is taking place in the mobile ad hoc network so that it will speed up the packet delivery process. Tests were carried out by determining the number of different nodes and increasing starting from 5, 15, 25, 35 and 50 nodes, with a bandwidth of 2 Mbps, 1 Mbps packets and an area of 10x10 m2, then running the simulation process with a simulator with the Ad Hoc On-Demand Distance Vector (AODV) protocol. The test results show that the performance metric values on throughput and delay have good and stable performance in the mobile ad hoc network area
LEGAL ANALYSIS OF ZAKAT FROM THE INCOME OF SOCIAL MEDIA ACTIVISTS: A STUDY OF THE THEORY OF AL-MAL AL-MUSTAFAD Rahmadani; Husni A Jalil; Rabab Khan
JURISTA: Jurnal Hukum dan Keadilan Vol. 8 No. 2 (2024): JURISTA: Jurnal Hukum dan Keadilan
Publisher : Centre for Adat and Legal Studies of Aceh Province (CeFALSAP)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22373/jurista.v8i2.204

Abstract

The rapid development of technology has made content creator professions such as youtuber, tiktoker, instagrammer and others very popular among the public by only using technology that is easy to find and can earn a large income. This profession is only known in the current era. This study aims to find out how the provisions of zakat and the calculation of the income earned by the content creator. And analysis of the scholars' opinion on the free income of a Muslim as al-Mal al-Mustafad which must be paid zakat. The research method used is qualitative with the type of library research by reading literature related to the subject matter. The results of the study indicate that the professional income is classified into al-mal al-mustafad and obliged to zakat profession. This is because there is evidence from the generality of the nash, namely verse 267 of Surah al-Baqarah and verse 103 of Surah at-Taubah, which shows the words اَنْفِقُوْا and اَمْوَالِهِمْ as al-Mal al-Mustafad which is obliged to pay zakat. because the assets obtained have fulfilled the terms and conditions of mandatory zakat such as reaching nishab, full ownership, growing and so on. Provided that the content uploaded and the goods or products promoted do not conflict with moral values and Islamic law.
Inkompatibilitas Kewenangan Legislasi Lembaga Eksekutif Dalam Sistem Pemerintahan Presidensial Indonesia Rahmadani; Khairul Umam; Fallahiyan, Muh. Alfian; Amalia, Riska Ari
Jurnal Kompilasi Hukum Vol. 9 No. 2 (2024): Jurnal Kompilasi Hukum
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jkh.v9i2.180

Abstract

Abstrak Artikel ini menyoroti inkompatibilitas kewenangan legislasi presiden dengan prinsip presidensial, penelitian menggunakan metode hukum normatif, dengan pertimbangan analisis teoritis dan norma konstitusi yang mengatur tentang kewenangan legislasi kekuasaan eksekutif dalam hal ini Presiden Republik Indonesia sesudah perubahan UUD 1945 dan kesesuaiannya dengan prinsip sistem pemerintahan presidensial. Pendekatan yang digunakan adalah pendekatan konseptual dan perundang-undangan yang merujuk pada peraturan-peraturan perundang-undangan, literatur, buku, artikel jurnal atau karya ilmiah yang membahas diskursus yang relevan. Metode analisis dilakukan secara kualitatif dan hasil dipaparkan secara deskriptif yang menunjukkan bahwa secara normatif dalam pengaturan konstitusi pasca amandemen kekuasaan legislasi presiden masih masif dan secara teoritis hal itu menimbulkan inkompatibilitas konsep dan mengamputasi kehendak purifikasi sistem pemerintahan presidensial yang balance sebagai cita reformasi.
Co-Authors , Miftah El Fikri Abd Hakim Laenggeng, Abd Hakim Abd Rauf AD. Basnawati AD. Basniwati Afu , La Ode Alirman Ageng Rahyan Al Amin AGUNG SETIAWAN Ahmad Miftahurrahman Anwar Aida Sari Alfiani Pulungan Alika Rahmadia Amalia, Riska Ari Amanda, Era Dea Amir Hamzah Effendi Ananto, Rangga Putra ANDI KHAERUNI Andi Sultan Metaraga Agung Andriani Anni Khoiriah Apriandini, Wani Apriyanto A.J. Pauweni Arifudin Aris Wahyono, Aris Wahyono Arlin Maya Sari Armina Afriani Arrafii Sihotang, Bambang Ashari Ashari Asmalindar Asmar Hasan Astija Aulia Rahmah Puteri Aulia, Fathira Hilmi Ayyub Fudhail Zibly Baiq Vira Safitri Bakri, Zainal Beverly Evangelista Chrisdianto Eko Purnomo Cinta Ramadhani Deby Safitri Hasanah Dede Mahdiyah Dede Mahdiyah, Dede Dewi Nurmasari Pane Eka Surya Fitriani Elisa, Audiya Endah Subekti Endang Sulistya Rini Erma Fallahiyan, M. Alfian Fallahiyan, Muh. Alfian Familia, Aorelia Bunga Febrina Asmiralda Feliks Yohanes Sihombing Fitri Ayu Ningtiyas, Fitri Ayu Gong Martua GUSNAWATY HS, GUSNAWATY Haeruman Jayadi Hastika, Febby Yulia Hendri Wibowo Hendry . Herlina M Husein Afandi Husnati, Lailan Husni A Jalil Icam Sutisna Ilham A. Fattah Jumat, Gani Junil Adri Kamidin, Masruhi Kamila, Saadatul Khairul Umam Kristian Unga Kristina Annatasia Br Sitepu Kumalasari, Inci Saputri Kurniawan, Ahmad La Ode Santiaji Bande Labbase, Ilham Lahmuddin Lalu Yazid Ferdiansyah Lia Rukmaini M. SALEH Mahdi Mulia Mallombassi Marto Sihombing Masbulan Mauliana Adwiah Meldawati Mira Andani Mohtar, M. Sobirin Muhamad Fikri Khaikal Muhammad Ansarullah S. Tabbu Muhammad Iqbal Muhammad Irfan Hasanuddin, Muhammad Irfan Muhammad Rifa'i MUHAMMAD TAUFIK Munirul Abidin Mursito S. Bialangi Mursyid, Besse Tenriabeng Musa, Faisal Nadia, Togu Nahda Laili Khairizqa Nasir, Munawir Ningsih, Kristiyana Wahyu Nur Afia Nur Aisyah Nur Halimah Lubis Nur Hidayah Nur Hikmah Nurlinda Nurul Wakia Palahuddin Pangulu Abdul Karim Pardede, Akim Manaor Hara Prartama, Amal Pratama, Prasetya Putra Putri Anisa Nasution Putri Azizah Nasution Putri Maharani Putri, Chairani Dwi Putri, Sukma Rabab Khan Rachman Maulana Kafrawi Rahmat Fuadi Syam Rahmawati Raihanah Raisa Atthiyah Arin Raodah, Putri Ratu Yulianti Natsir Revi Riandy Nugraha Rida Rifaatul Mahmuzah Rikardho Risky, Raihan Riza Mahyuda Robiatul Adawiyah RR. Cahyowati RR. Ella Evrita Hestiandari Rusnan Safriadi Safriadi, Safriadi Salsa Nadhillah Santana, Richo Adjie Sari, Ririn Anggita Sarkawi Satrah, Vit Neru Shofia Nur Awami Silaban, Indra Marto Sinaga, Nurul Afni Sintiya Rajagukguk Siti Marwiyah Siti Nurhaliza Jufri Sri Rahayuningsih Suci Andri Suluwi , Hamsir Sumina Rambe Supina Batubara Suryanto Sutarini Syahyunan Syarif, Sitti Hatija Syarifah Febby Amelia Taufik, Zahratul'ain Theana, Milka Titin Nurfatlah Tuti Alawiyah UC Mariance Ummu Khoiriah Rangkuti Vivianti Novita Wiwik Andriani