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Analytical Study Forecasting Students Using Random Forest and Linear Regression Algorithms Nurdin, Muhammad; Fauziah, Fauziah
Sinkron : jurnal dan penelitian teknik informatika Vol. 8 No. 4 (2024): Article Research Volume 8 Issue 4, October 2024
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v8i4.13886

Abstract

Forecasting new student admissions essential for higher education institutions as it helps them plan for staffing and budgetary needs. Accurate predictions are difficult due to factors like economic conditions, government policies, and University competition. This study aims to analysis forecasting at Nasional university using Random Forest and Linear Regression algorithms. By examining historical admission data, the research seeks to identify key factors influencing the number of accepted students. Methodology involves collecting data from past admissions and applying both Random Forest and Linear Regression to compare their performance. Preliminary results, based on parameters such as application form purchases from 2015 to 2023, form prices, accreditation, and leading study programs, suggest that Random Forest offers more stable and realistic predictions. Analysis for MAE, MSE, RMSE, MAPE, MAD suggests that Linear Regression is more accurate for this data. predicts closer to actual values with lower overall errors. This makes Linear Regression preferable as it provides more reliable predictions with less deviation compared to Random Forest. Looking at admissions forecasts for the next 5 years, Random Forest predicts a steady decrease from 4224 in 2024 to 4129 in 2028. In contrast, Linear Regression suggests a stable trend with slight annual dips, going from 4954 in 2024 to 4941 in 2028. Therefore, Linear Regression is a more stable and realistic choice compared to Random Forest for this forecasting task in this research.
Determinan Minat Masyarakat Desa Airgegas Kebupaten Bangka Selatan Menabung di Bank Syariah Findriyani, Ella; Wulpiah, Wulpiah; Nurdin, Muhammad
JYRS: Journal of Youth Research and Studies Vol 5 No 1 (2024): Jurnal JYRS Juni 2024
Publisher : FAKULTAS SYARIAH DAN EKONOMI ISLAM IAIN SYAIKH ABDURRAHMAN SIDDIK BANGKA BELITUNG

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32923/jyrs.v5i1.4547

Abstract

The development of Islamic banking is still not widely known by the majority of the public. This is due to the insufficient outreach efforts made by Islamic banking institutions. Consequently, the public lacks understanding about Islamic banking products, and there is a need to capture the attention of the residents of Airgegas village or motivate them by addressing the factors that influence their decision to choose Islamic banking services, which include knowledge and motivation. This research aims to identify the determining factors of interest in saving, specifically knowledge and motivation, among the residents of Airgegas Village in South Bangka Regency in saving at Islamic banks. This research employs a quantitative approach. The population in this study consists of 4,786 individuals, with the sample selection technique being simple random sampling. The sample size was determined using the Slovin formula, resulting in 98 respondents. Data processing was conducted using SPSS version 26. The results of this study indicate that the knowledge variable (X1) influences the interest of the residents of Airgegas Village in saving at Islamic banks (Y) with a t-value of 9.699 > t-table value of 1.985. Furthermore, the motivation variable (X2) influences the interest of the residents of Airgegas Village in saving at Islamic banks (Y) with a t-value of 2.592 > t-table value of 1.985. Simultaneously, the knowledge (X1) and motivation (X2) variables have a positive influence, with an F-value of 109.714 > F-table value of 3.09, thus H0 is rejected and Ha is accepted. Therefore, both variables together have a positive and significant effect on the interest of the residents of Airgegas Village in saving at Islamic banks.
THE EFFECT OF SERVICE QUALITY IN ONLINE DELIVERY ORDER (DO) COMPLETION ON CUSTOMER SATISFACTION AT PT. CONTAINER MARITIME ACTIVITIES Selasdini, Vidya; Nurdin, Muhammad; Budi Nugroho, Arief
Dinasti International Journal of Digital Business Management Vol. 2 No. 4 (2021): Dinasti International Journal of Digital Business Management (June - July 2021)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31933/dijdbm.v2i4.913

Abstract

Indonesia as a maritime country where sea transportation plays an important role and strategic position in mobilizing the movement of goods and services, where international trade activities in this case exports and imports use sea transportation. PT. Container Maritime Activities (CMA) Indonesia, based in Jakarta, is an agency shipping company engaged in container shipping, in other words, having its own containers. In economic activity, it cannot be separated from the import process, because imports are a reflection of a country's economic sovereignty, whether goods and services made in the country are still the masters in their own country. A country imports because it experiences a deficiency (lack/failure) in carrying out the production of goods and services for the consumption needs of its population. In this case the Delivery Order (DO) document is required by the importer to remove the goods from the container terminal terminal
Demokratisasi dan Media Massa di Indonesia Melati; Nurdin, Muhammad; Putri, Viola Augustia
Research Review: Jurnal Ilmiah Multidisiplin Vol. 3 No. 1 (2024): Research Review: Jurnal Ilmiah Multidisiplin (Februari 2024 - Juli 2024)
Publisher : Transbahasa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54923/researchreview.v3i1.82

Abstract

This research analyzes the role of mass media in the democratization process in Indonesia after the fall of the New Order in 1998. Using a literature study method, this research evaluates the role of mass media in disseminating information, facilitating public dialogue, and strengthening government accountability. Political reforms have allowed the media to report important issues more freely, contributing to government transparency and accountability. The mass media also serves as a platform for public discussion, helping the public understand national issues and become more critical voters. However, the mass media faces significant challenges, including intense competition among media channels, dependence on political and economic interests, and the risk of information manipulation. The research results show that despite these challenges, the mass media remains a vital element in promoting democratization in Indonesia by increasing public participation and political transparency. Steps to strengthen media integrity and professionalism, as well as media education for the public, are essential to ensure that the mass media can continue to play a role as a pillar of a healthy and sustainable democracy.
MELEGALKAN PRODUK UMKM RUMAHAN, MENGABDI UNTUK LINGKUNGAN Agustina, Titien; Jatmika, Dodik; Asnawi, Asnawi; Nurdin, Muhammad; Jahri, Muhammad; Meyandie Nasution, Muhammad Darwis; Alfiannor, Alfiannor; Dewi, Tusiana; Norfiana, Lita
Bakti Banua : Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 1 (2024): BAKTI BANUA : JURNAL PENGABDIAN KEPADA MASYARAKAT
Publisher : Sekolah Tinggi Ilmu Manajemen Indonesia (STIMI) Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35130/bbjm.v5i1.531

Abstract

Perguruan Tinggi memiliki peran strategis di suatu daerah. Selain mendorong peningkatan ketersediaan sumber daya manusia yang berkualitas, juga menyebarkan ilmu pengetahuan dan teknologi. Serta tidak kalah pentingnya adalah menjadi bagian dan berkontribusi langsung dalam memecahkan masalah yang ada di lingkungan masyarakat sekitarnya. Disinilah Perguruan Tinggi dituntut untuk menunjukkan kepeduliannya melalui berbagai kegiatan bertajuk pengabdian kepada masyarakat. Solusi dari persoalan tersebut, Kampus STIMI Banjarmasin berperan dalam membantu Pemerintah mendorong percepatan pelaku Usaha Mikro, Kecil, dan Menengah (UMKM) dalam memiliki Nomor Induk Berusaha (NIB) serta Sertifikasi Halal bagi produk-produk UMKM, terutama produk rumahan yang banyak tersebar di masyarakat. Melalui kegiatan pengabdian kepada Masyarakat, tim dosen STIMI Banjarmasin melakukan pendampingan pembuatan NIB dan juga Sertifikasi Halal bagi produk UMKM yang ada disekitar lingkungan kampus sehingga pelaku UMKM tersebut bisa terbantu dalam mengatasi legalitas usahanya yang sesuai dengan aturan Pemerintah
KERAGAMAN JAMUR TERBAWA BENIH PADA EMPAT VARIETAS BENIH PADI ASAL PRODUSEN BENIH PADI DI LAMPUNG Nurdin, Muhammad; Kusuma, Arvi Yuniar; Ermawati, Ermawati; Maryono, Tri
Jurnal Agrotek Tropika Vol 11, No 1 (2023): JURNAL AGROTEK TROPIKA VOL 11, FEBRUARI 2023
Publisher : Departement of Agrotechnology, Agriculture Faculty, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jat.v11i1.6048

Abstract

Seed quality is the main factor to gain optimal yields. The presence of fungi in seeds can cause damage to seeds, decrease germination and seed vigor, and cause disease in plants. The aim of this study was to detection of fungi in four varieties of rice seeds from local seed producers in Lampung. The rice seeds of Ciherang, Ciliwung, Cilamaya Muncul, and Inpari 42 varieties were obtained from the Center for Seed Certification for Food Crops and Horticulture in Lampung Province. Fungal detection in rice seeds was carried out using three methods, namely the washing method, blotter test, and agar plate test. The results showed that on four varieties of rice seeds tested was found five genera of fungi, i.e. Fusarium, Rhizoctonia, Curvularia, Rhizopus, and Aspergillus. In the washing method, Fusarium, Curvularia, and Aspergillus fungi were found. In the Blotter test method and the agar plate, Rhizoctonia, Curvularia, Rhizopus, and Aspergillus fungi were found. All of five fungi were found in Ciherang and Ciliwung seed. Rhizopus were not found in Inpari 42 seeds. Fusarium and Curvularia was not found in Cilamaya Muncul seeds. The Inpari 42 were the seeds with the highest number of fungi found and the lowest number of normal germinating seeds. The Cilamaya Muncul were the seeds with the least number of fungi found.
Photocatalytic Degradation of Lignin using TiO2 from Ilmenite Prepared by Microwave Method Irwan, Irwan; Maindi, Andri Jahir; Edihar, Muh; Nurdin, Muhammad; Salim, La Ode Agus
Asian Journal of Environmental Research Vol. 1 No. 1 (2024): January-April
Publisher : CV. Science Tech Group

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69930/ajer.v1i1.7

Abstract

This study investigates the photocatalytic degradation of lignin using TiO2 extracted from ilmenite through a microwave-assisted method. Characterization of the iron sand, which serves as the source of ilmenite, was conducted using X-ray fluorescence spectroscopy (XRF) and Energy Dispersive X-ray Spectroscopy (EDX). The XRF analysis revealed that the iron sand primarily consists of Fe and TiO2, with minor impurities such as Al2O3, MgO, and SiO2. After extraction, the iron mineral content increased significantly, while impurities decreased. EDX analysis confirmed the presence of Fe, O, and Ti elements in the iron sand sample, originating from various iron oxide phases. Subsequent degradation tests on lignin with varying microwave heating durations of ilmenite showed that a 90-minute heating duration achieved the highest lignin degradation percentage of 56.69%. This suggests that the optimum heating time for ilmenite is crucial for maximizing its photocatalytic activity. Overall, the findings highlight the potential of microwave-prepared TiO2 from ilmenite for efficient lignin degradation, with implications for environmental remediation and industrial applications.
Pelatihan Pembuatan Virgin Coconut Oil (VCO) dengan Metode Tanpa Pemanasan pada Masyarakat Pesisir Puu Lawulo Kabupaten Kolaka Maulidiyah, Maulidiyah; Nurdin, Muhammad; Rismiati, Rismiati; Irwan, Irwan; Edihar, Muh; Arham, Zul; Zakir Muzakkar, Muhammad
Jurnal Mandala Pengabdian Masyarakat Vol. 5 No. 2 (2024): Jurnal Mandala Pengabdian Masyarakat
Publisher : Progran Studi Farmasi Universitas Mandala Waluya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35311/jmpm.v5i2.413

Abstract

Virgin coconut oil (VCO) atau yang biasa dikenal dengan minyak kelapa murni adalah salah satu produk olahan dari buah kelapa. Kegiatan ini dilakukan karena masyarakat pesisir Puu Lawulo, Kecamatan Samaturu, Kabupaten Kolaka, mengalami keterbatasan pengetahuan dan keterampilan dalam mengolah buah kelapa secara optimal, sehingga nilai ekonomis buah kelapa belum termanfaatkan secara maksimal. Kegiatan ini bertujuan meningkatkan pengetahuan dan keterampilan masyarakat pesisir Puu Lawulo, Kecamatan Samaturu, Kabupaten Kolaka dalam mengolah buah kelapa menjadi VCO. Metode pelaksanaan yang digunakan dibagi dalam tiga tahapan penting, yaitu tahap sosialisasi, demontrasi dan evaluasi. Subyek penelitian adalah masyarakat pesisir Puu Lawulo yang mengikuti pelatihan pembuatan VCO. Dalam tahap sosialisasi, tim PKM melakukan penyuluhan kepada peserta kegiatan dengan menyampaikan materi dalam bentuk Powerpoint (PPT) terkait dengan cara pembuatan VCO dan manfaatnya dalam bidang kesehatan. Pada tahap demontrasi dijelaskan terkait langka-langkah pembuatan VCO dengan metode tanpa pemanasan. Tahap ketiga yaitu tahap evaluasi dilakukan untuk mengukur tingkat keberhasilan kegiatan yang telah dilakukan. Evaluasi dan peningkatan pengetahuan peserta kegiatan dilakukan melalui pre-test dan post-test. Hasil evaluasi setelah dilakukan post-test menunjukkan peningkatan yang signifikan dengan rata-rata skor mencapai 80-90%. Kegiatan ini menghasilkan produk berupa VCO yang dihasilkan dengan metode tanpa pemanasana. Luaran lainnya berupa kemampuan kelompok biru dalam membuat VCO secara mandiri.
Pemberdayaan Masyarakat Desa Kaloloa melalui Penerapan Teknologi EcoAquaCleanse berbasis Limbah Kelapa untuk Mengatasi Pencemaran Air Bersih Nurdin, Muhammad; Maulidiyah, Maulidiyah; Mustapa, Faizal; Salim, La Ode Agus
Jurnal Mandala Pengabdian Masyarakat Vol. 5 No. 2 (2024): Jurnal Mandala Pengabdian Masyarakat
Publisher : Progran Studi Farmasi Universitas Mandala Waluya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35311/jmpm.v5i2.443

Abstract

Desa Kaloloa, yang terletak di pesisir Kabupaten Kolaka, Sulawesi Tenggara, menghadapi masalah serius terkait akses terhadap air bersih yang layak konsumsi. Masalah ini terutama disebabkan oleh pencemaran air yang berasal dari berbagai aktivitas, termasuk pembuangan sampah, dan limbah industri. Kegiatan pengabdian masyarakat ini bertujuan untuk meningkatkan pemahaman dan keterampilan masyarakat Desa Kaloloa dalam pengelolaan air bersih melalui penerapan teknologi EcoAquaCleanse berbasis sabut kelapa. Metode yang digunakan mencakup sosialisasi, pelatihan praktis, dan evaluasi efektivitas teknologi melalui uji lapangan. Hasil evaluasi menunjukkan adanya peningkatan pengetahuan yang signifikan setelah pelatihan, dengan mayoritas peserta memahami teknologi dan mampu mengaplikasikannya dengan baik. Selain itu, hasil uji coba teknologiEcoAquaCleanse menunjukkan efektivitas yang tinggi dalam meningkatkan kualitas air bersih sesuai dengan standar yang ditetapkan. Kesimpulannya, kegiatan ini berhasil meningkatkan kapasitas masyarakat dalam mengelola air bersih secara mandiri dan berkelanjutan, serta memperkuat kesadaran tentang pentingnya konservasi lingkungan. Implementasi teknologi ini juga terbukti sebagai solusi yang efektif dan ramah lingkungan untuk mengatasi masalah pencemaran air di Desa Kaloloa.
Penerapan Prinsip Good Governance dalam Pengelolaan Keuangan Negara Nurdin, Muhammad; Elsa Sely Rahmayani; Devina Hutabarat, Yessica
JPNM Jurnal Pustaka Nusantara Multidisiplin Vol. 3 No. 1 (2025): February : Jurnal Pustaka Nusantara Multidisiplin
Publisher : SM Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini bertujuan untuk menganalisis penerapan prinsip-prinsip good governance dalam pengelolaan keuangan negara di Indonesia, dengan fokus pada mekanisme perencanaan, pelaksanaan, dan pengawasan anggaran. Metode yang digunakan dalam penelitian ini adalah pendekatan kualitatif dengan analisis studi kasus pada beberapa instansi pemerintah yang memiliki pengelolaan keuangan negara yang baik. Hasil penelitian menunjukkan bahwa penerapan prinsip good governance dalam pengelolaan keuangan negara di Indonesia masih menghadapi berbagai tantangan, seperti kurangnya koordinasi antar lembaga, keterbatasan sumber daya manusia, serta rendahnya partisipasi masyarakat dalam proses pengawasan. Namun, terdapat pula upaya yang signifikan dalam memperbaiki sistem pengelolaan keuangan negara, seperti peningkatan penggunaan teknologi informasi untuk transparansi anggaran dan penguatan mekanisme audit. Penelitian ini merekomendasikan perlunya penguatan kapasitas lembaga pengelola keuangan negara, peningkatan partisipasi masyarakat, serta pengembangan sistem pengawasan yang lebih efektif untuk memastikan penerapan prinsip good governance yang optimal.
Co-Authors Abdul Muhaimin, Abdul Abdul Rachman Achmad Noerkhaerin Putra Ahmad Randy Aisya, Sitti Akhmad Darmawan Alfiannor, Alfiannor Alvianna, Stella Ansharullah ansharullah Arham, Zul Ariani, Novita Arief Budi Nugroho, Arief Arwanto, Arwanto Asnawi Asnawi Bambang Setiawan Cipta Ginting, Cipta Devina Hutabarat, Yessica Diana, Ulfa Djohan, M Widda Dodik Jatmika Eka Fitrianto, Eka Elsa Sely Rahmayani Eni Sumarminingsih Ermawati Ermawati Faishol, Faris Fauziah Fauziah Fernandes, Adji Findriyani, Ella Fredita, Silva Yumi Ginting , Cipta Halim, Levin HALIMATUSSADIYAH -, HALIMATUSSADIYAH Handayani, Ridha Hariyanto, Nanang Hasriadi Mat Akin Helina, Selvi Hery Syaeful Inrianti, Inrianti Irvani, Ahmad Irwan Irwan Ivayani, Ivayani Jahri, Muhammad Jamika, Dodik Joko Prasetyo Kasiono, Roy Khouruh, Umu Kurnia Setiawan Widana Kusuma, Arvi Yuniar Liandari, Rizky Fatma Lita Norfiana Maindi, Andri Jahir Maulidiyah MAULIDIYAH -, MAULIDIYAH Maulidiyah Maulidiyah Medi Hendra, Medi Megawati Melati Muh. Edihar Muhammad Darwis Meyandie Nasution Muhammad Thoyib Muhammad Yahya Mustapa, Faizal Muzakki, M Harir Ngadenin Ngadenin Nur Aini, Yuliani Nur, Hasanah Nurhikmah Nurhikmah Nursaibah Primahana, Gian Putri, Syifa Oktaviani Putri, Viola Augustia Rachmadina, Najma Fadya Ratih Titi Komalasari Refdinal Nazir Rismiati, Rismiati RR. Ella Evrita Hestiandari Rusdi Evizal Saddam, Muhamad Safitri, Annisa Saidah, Andi Salim, La Ode Agus Saragih, Delima Sembiring, Rinawati Shanty Komalasari, Shanty Siska Siska Solimun Sudi Pramono . SUKIRNO Sumiyati Tuhuteru Suparman Suparman Sutoyo Sutoyo Taufik Hidayat Titien Agustina Titik Nur Aeny Tri Maryono Tusiana Dewi Ullah, Muhammad Vidya Selasdini Wulpiah, Wulpiah Yusep Purwana Muslih Zakir Muzakkar, Muhammad