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Price Forecasting of Chili Variant Commodities Using Radial Basis Function Neural Network Ramadhan, Ade Umar; Siregar, Maria Ulfah; Nafisah, Syifaun; Anshari, Muhammad; Ndungi, Rebeccah; Mulyawan, Rizki; Nurochman, Nurochman; Gunawan, Eko Hadi
IJID (International Journal on Informatics for Development) Vol. 12 No. 1 (2023): IJID June
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/ijid.2023.5129

Abstract

This study addresses the challenge of price instability in chili markets, which can lead to economic losses and inflation. To mitigate this issue, we propose a machine learning model using Radial Basis Function Neural Networks (RBFNN) to predict prices of various chili variants. Our quantitative approach involves a comprehensive data preparation process, including preprocessing and normalization of time series data collected from 2018 to 2022. The RBFNN model is constructed with K-Means clustering for optimal hidden layer configurations and evaluated using Mean Absolute Percentage Error (MAPE) and Root Mean Square Error (RMSE). The results demonstrate promising accuracy, with MAPE error rates below 20% and relatively low RMSE values for large red chili (10.37%, 4484) and curly red chili (14.77%, 5590). Our findings indicate the potential for creating a reliable forecast model for predicting chili prices over 7 days, enabling better supply and demand management. The study's results also suggest that increased training data enhances forecasting accuracy. This research contributes to the development of effective price forecasting models, providing valuable insights for policymakers and stakeholders in the chili industry.
Redesain Dan Pengembangan Website Pondok Pesantren Uzlifatil Jannah Untuk Meningkatkan Efisiensi Penyampaian Informasi Ibnu Adhan, Alvito; Anshari, Muhammad; Hilal Dzakwan, Muhammad; Al Islami, Hidayatullah
BINER : Jurnal Ilmu Komputer, Teknik dan Multimedia Vol. 3 No. 2 (2025): BINER : Jurnal Ilmu Komputer, Teknik dan Multimedia
Publisher : CV. Shofanah Media Berkah

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Abstract

The educational establishment Pondok Pesantren Uzlifatil Jannah has been in operation since 2015. The need for a medium to spread information more widely has grown over time. In order to facilitate more efficient information distribution, Pondok Pesantren Uzlifatil Jannah's official website was created in 2023. The Waterfall method, which entails requirements analysis, planning, implementation, and system testing, was used to create the website during this internship program. The website's database technology and programming languages were MySQL, PHP, HTML, and CSS. This helps to increase the institution's visibility in the digital age by presenting information about its profile, educational programs, news, and new student registration in an organized and responsive manner.
The Impact of ARKAS Implementation on BOS Fund Reporting in Elementary Schools in Sanggau Regency Anshari, Muhammad; Yantiana, Nella; Haryono, Haryono; Rusliyawati, Rusliyawati; Astarani, Juanda
Poltanesa Vol 26 No 1 (2025): June 2025
Publisher : P3KM Politeknik Pertanian Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51967/tanesa.v26i1.3350

Abstract

This study aims to analyze the effect of the implementation of the School Activity and Budget Plan Application (ARKAS) on the reporting of School Operational Assistance (BOS) funds in elementary schools in Sanggau Regency. The research method employed is quantitative, using a Structural Equation Modeling (SEM) approach with Partial Least Squares (PLS). The sample consists of principals and treasurers from 142 elementary schools that have used ARKAS for at least one year. Data was collected through questionnaires and analyzed using SmartPLS software. The results indicate that the implementation of ARKAS has a positive and significant effect on BOS fund reporting. These findings underscore the importance of optimizing the use of ARKAS, as well as the active roles of school leaders and treasurers in improving the accuracy, timeliness, and compliance of BOS fund reporting.
Ethnopharmacological study of traditional plants with medicinal properties of kapehe pai (gout) in the Dayak Bakumpai tribe Zahra, Raudhatuz; Anshari, Muhammad; Mulyani, Risya
Jurnal Ilmiah Kesehatan Sandi Husada Vol 13 No 2 (2024): Jurnal Ilmiah Kesehatan Sandi Husada
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Akademi Keperawatan Sandi Karsa (Merger) Politeknik Sandi Karsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35816/jiskh.v13i2.1233

Abstract

Introduction: Traditional medicine by the community has long been used for medicine and health maintenance and has been inherited from generation to generation. Indonesia is very rich in beneficial plants. This study aims to discover the types of plants and plant parts and how they are processed for kapehe pie. Research Methodology: The method used in this study is descriptive and exploratory with a qualitative approach. Data was collected by asking questions with the help of interview guidelines. The informants of this research are tatamba craftsmen and the Dayak Tribe of Sampirang II Village. The number of respondents was 35, consisting of farmers and homemakers. Result: There are five types of plants used for the treatment of kapehe pai (gout), namely bay leaf (syzgium polyanthum), lemongrass (Cymbopogon citratus), ginger (zingiber officinale), kersen (Muntingia calabura), and garlic (Allium sativum). The most widely used plant is bay leaf allergy (syzgium polyanthum). Leaves are the most frequently used plant organs, which is 57.14% of the total, followed by rhizomes (22.85%), stems (11.42%), and seeds (8.57%). The medicinal plants are processed in two ways, namely by boiling and grinding/pounding, with a percentage value of 91.42% for the boiling technique and 8.57% for the kneaded method. 91% of the therapeutic plants are sourced from the gardens around the house, and the remaining 9% come from market purchases Conclusion: Traditional medicine passed down from generation to generation treats kapehe pai (gout). The most widely used part of the plant is the leaf (57.14%), followed by rhizomes, stems, and seeds. Most medicinal plants are obtained from the gardens around the house (91%), while the rest are purchased from the market. This shows the wealth of local knowledge and the utilization of natural resources in traditional medicine.
Pengaruh TIK dalam Meningkatkan Pembangunan Manusia di Indonesia Riza, Andika Ahmad; Nelonda, Selli; Anshari, Muhammad
Media Riset Ekonomi Pembangunan (MedREP) Vol. 2 No. 2 (2025): MedREP: Volume 2, No. 2, Juni 2025
Publisher : Universitas Negeri Padang

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Abstract

Improving human resource quality is one of the strategic priorities within Indonesia’s national development framework. Although the Human Development Index (HDI) shows an upward trend, its growth rate has tended to decelerate over time. This study aims to analyze the impact of the Information and Communication Technology Development Index (ICT Development Index) and ICT skills on human development in Indonesia. The analysis utilizes panel data from 34 provinces over the 2015–2023 period using a fixed effects model. The estimation results show that all independent variables have a statistically significant influence on the improvement of HDI. These findings indicate that technological progress and digital skills play a vital role in enhancing the quality of life. Therefore, policy formulation is needed to promote equitable access to information technology and the enhancement of digital capabilities as the foundation for inclusive and sustainable human development.
Analisis Perlindungan Hukum Terhadap Kurir di Kota Batam Dalam Sistem Cash on Delivery Dalam Perspektif Kepastian Hukum Anshari, Muhammad; Winda Fitri; Agustini, Shenti
PUSKAPSI Law Review Vol. 4 No. 2 (2024): Desember 2024
Publisher : Pusat Pengkajian Pancasila dan Konstitusi (PUSKAPSI) FH UNEJ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/puskapsi.v4i2.53775

Abstract

Pembeli menganggap paket yang mereka beli melalui jasa pengiriman dan sistem pembayaran online terutama sistem Cash on Delivery sangat menguntungkan. Tetapi tidak sedikit juga masalah yang timbul akibat belanja dari e-commerce dan menggunakan sistem pembayaran Cash on Delivery Banyak pembeli yang menolak untuk membayar paket yang mereka beli karena merasa paket tersebut tidak sesuai, bahkan sampai meminta pengembalian dana dari kurir. Sementara itu, kurir tidak bertanggung jawab atas ketidaksesuaian produk yang diterima, kurir hanya berfungsi sebagai perantara antara penjual dan pembeli kemudian mengantarkan paket dan menagih pembayaran dari mereka. Tujuan dari penelitian ini adalah untuk mengetahui bagaimana regulasi tentang perlindungan hukum terhadap kurir dalam sistem pembayaran Cash on Delivery. Penelitian ini menggunakan penelitian yuridis empiris yang dilakukan dengan cara meneliti data primer kemudian didukung dengan data sekunder berupa studi kepustakaan dan perundang-undangan. Hasi dari penelitian ini menemukan bahwa adanya kerugian yang dialami oleh kurir, wajib ada ganti rugi dan pertanggungjawaban penjual apabila terbukti ketidaksesuaian dan kerusakan barang dari awal merupakan akibat dari kesalahan penjual.
HIYAL SEBAGAI TEORI PEREKAYASA DALAM HUKUM ISLAM Arifin, Ahmad Fauzan; Erfan, Muhammad; Rizqi, Muhammad; Anshari, Muhammad
MAQASHIDUNA: JURNAL HUKUM KELUARGA ISLAM Vol 1, No 2 (2023): December 2023
Publisher : MAQASHIDUNA: JURNAL HUKUM KELUARGA ISLAM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47732/maqashiduna.v1i2.328

Abstract

Abstract:One of the studies in Islami clegal theory is the hiyal theory. In this case, hiyal is an engineering theory (legal fiction) that cancels sharia law and replaces it formally with anotherlaw. In this regard, the discussion in this paper uses asocio-legal method that connects hiyal theory at a conceptual level with case studies of hiyal practices in the fiel dofmarriageand Islamic inheritance. Results of the discussion in this paper: First, the concept of hiyal is still a matter of debate among scholars. There are scholars who allow it with the aimofavoidingharm. However, scholars generally prohibit the use of the hiyal because it can distort Islamic law. Second, hiyal can be categorize dinto three parts:1) Hiyal that is permitted; 2) Hiyal which is prohibited; 3. Hiyal who selaw is still disputed. Third, it relates to a case study of the practice hiyal in the field of marriage regarding the practice of nikah tahlil or nikah muhallil which is acontroversial practice because it involves divorcing the woman's marriage with theaim of making it halal for her ex-husband. This practice is considered by some scholars to be a formof hiyal which is prohibited because it circumvents the original purpose of marriage in Islam. In the field of inheritance, it turns out that hiyal practices are not free. For example, in Gambut  District, Banjar Regency and Amuntai Tengah District, Hulu Sungai Utara Regency, South Kalimantan Province, there are the practice of living in heritance. This division is not known in the division of in heritance in Islam or Westernlaw. The distribution processis carried out by the heir gathering all the heirs and after everyone has gathered, the heir expresses his desireto divide the assets among his heirs. In conditions like this, heirs generally agree to the distribution made by their parents as a formofres pectand devotion to their parents.Keywords: Hiyal, EngineeringTheory, Islamic Law, Marriage, Inheritance.Abstrak:Salah satu kajian dalam teori hukum Islam adalah teori hiyal. Dalam hal ini, hiyal merupakan teori perekayasa (legalfiction) yang membatalkan hukum syara’ dan menggantinya secara formal dengan hukum yang lain. Berkaitan dengan hal tersebut, pembahasan dalam penelitian ini menggunakan metode sosio-legal yang menghubungkan antara teori hiyal dalam tataran konsep dengan studi kasus praktik hiyal di bidang perkawinan dan kewarisan Islam. Hasil pembahasan dalam makalah ini: Pertama, konsep hiyal masih menjadi perdebatan dikalangan ulama. Terdapat kalangan ulama yang membolehkan dengan tujuan menghindari kemudaratan. Namun, umumnya para ulama melarang penggunaan hiyal karena dapat merekayasa hukum Islam. Kedua, hiyal dapat dikategorikan menjadi tiga bagian: 1) Hiyal yang dibolehkan; 2) Hiyal yang dilarang; 3. Hiyal yang masih diperselisihkan hukumnya. Ketiga, berkaitan dengan   studi kasus praktik hiyal bidang perkawinan mengenai praktik nikah tahlil atau nikah muhallil yang menjadi praktik kontroversial karena melibatkan pernikahan pihak wanita untuk diceraikan dengan tujuan menjadikan dia halal bagi mantan suaminya. Praktik ini dianggap oleh sebagian ulama sebagai bentuk hiyal yang dilarang karena mengelak dari maksud asli dari tujuan pernikahan dalam Islam. Adapun dalam bidang kewarisan juga ternyata tidak luput dari praktik hiyal. Sebagai contoh, di Kecamatan Gambut, Kabupaten Banjar dan Kecamatan Amuntai Tengah, Kabupaten Hulu Sungai Utara, Provinsi Kalimantan Selatan terdapat praktik waris hidup. Pembagian ini yang tidak dikenal dalam pembagian waris Islammaupun hukum Barat. Proses pembagian dilakukan dengan cara pewaris mengumpulkan semua ahli waris dan setelah semuanya berkumpul pewaris mengemukakan keinginannya membagi-bagi harta kepada ahli warisnya. Dalam kondisi seperti ini ahli waris umumnya menyetujui pembagian yang dilakukan orang tuanya sebagai wujud penghormatan dan baktinya kepada orang tua.Kata Kunci: Hiyal, Teori Perekayasa, Hukum Islam, Perkawinan, Kewarisan.
KORELASI ASPEK KOGNITIF TERHADAP TINGKAT KEPATUHAN PENGOBATAN TUBERKULOSIS Anshari, Muhammad; Haluruk, John Davison; Aipipidely, Diana; Setyobudi, Agus
Ensiklopedia of Journal Vol 7, No 4 (2025): Vol. 7 No. 4 Edisi 3 Juli 2025
Publisher : Lembaga Penelitian dan Penerbitan Hasil Penelitian Ensiklopedia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33559/eoj.v7i4.3355

Abstract

Abstract: Tuberculosis (TB) remains one of the most significant public health issues globally. During treatment, the length of the treatment period often causes patients to feel bored. The aim of this study was to determine the correlation between cognitive aspects and the level of adherence to tuberculosis treatment. The research design used in this study was cross-sectional. The study was conducted at the Pacar Keling Health Center in September 2024. The study population consisted of all pulmonary TB patients at the Pacar Keling Health Center, totaling 37 patients. The sample size was 34 patients. The sampling technique used in this study was simple random sampling. Data analysis was performed using univariate and bivariate methods. The results of the study showed a relationship between the level of knowledge (p-value: 0.000) and motivation (p-value: 0.004) with tuberculosis treatment adherence. It is recommended that the health center implement health promotion activities based on self-care to address patient non-adherence in improving adherence to the treatment program and enhancing the health status of pulmonary tuberculosis patients.Keywords: Compliance, Motivation, Knowledge.
PENGUATAN KAPASITAS KADER DALAM PEMANFAATAN KEARIFAN LOKAL ETNOMEDICINE UNTUK PENYAKIT HIPERTENSI DESA SAMUDA BARITO KUALA SECARA RASIONAL Anshari, Muhammad; Nurhanifah, Dewi; Ariyani, Herda; Yunitasari, Esti; Nabila, Alsha; Latifah, Latifah; Nurrahmah, Medina; Khairunnisa, Monica; Fandiny, Yeny 
Martabe : Jurnal Pengabdian Kepada Masyarakat Vol 8, No 9 (2025): MARTABE : JURNAL PENGABDIAN KEPADA MASYARAKAT
Publisher : Universitas Muhammadiyah Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31604/jpm.v8i9.3635-3643

Abstract

Hipertensi merupakan salah satu penyakit tidak menular yang banyak dialami masyarakat di Desa Samuda, Barito Kuala. Pengobatan berbasis etnomedicine, yang menggunakan tanaman obat lokal, telah lama dikenal oleh masyarakat setempat. Namun, pemanfaatannya masih belum optimal dan belum sepenuhnya dilakukan secara rasional. Oleh karena itu, penguatan kapasitas kader kesehatan sangat diperlukan untuk meningkatkan pemahaman dan praktik penggunaan tanaman obat secara tepat guna. Tujuan Kegiatan:1) Meningkatkan pengetahuan dan keterampilan kader kesehatan dalam pemanfaatan tanaman obat lokal untuk hipertensi. 2)Mendorong penggunaan etnomedicine secara rasional dan berbasis bukti ilmiah.3)Membantu kader dalam mengedukasi masyarakat mengenai pengobatan tradisional yang aman dan efektif. Metode Pelaksanaan:1)Pelatihan dan Workshop: Penyampaian materi tentang hipertensi, tanaman obat yang berpotensi menurunkannya, serta cara pengolahan dan penggunaannya yang benar.2)Diskusi dan Demonstrasi: Praktik langsung dalam mengenali, meracik, dan menggunakan tanaman obat sesuai dengan standar kesehatan sertaa pelatihan pelaksanaan konseling pengobatan hipertensi bagi kader. 3)Penyusunan Panduan Praktis: Pembuatan booklet sederhana tentang etnomedicine untuk hipertensi sebagai referensi bagi kader dan masyarakat. 4)Monitoring dan Evaluasi: Penilaian pemahaman kader sebelum dan sesudah kegiatan melalui kuesioner serta pendampingan dalam implementasi di lapangan. Hasil yang Didapat adalah Kader kesehatan memiliki pemahaman yang lebih baik tentang penggunaan tanaman obat secara rasional.Terbentuknya kelompok kader yang aktif dalam mengedukasi masyarakat mengenai etnomedicine dan dapat menjadi konselor pengobatan untuk pasien hipertensi. Adanya panduan sederhana yang dapat digunakan masyarakat dalam pemanfaatan tanaman obat untuk hipertensi. Kegiatan ini diharapkan meningkatkan kapasitas kader dalam memanfaatkan kearifan lokal etnomedicine untuk penanganan hipertensi secara lebih aman dan efektif. Lebih lanjut lagi program ini, diharapkan pemanfaatan tanaman obat di Desa Samuda dapat menjadi solusi pendukung dalam mengelola hipertensi secara mandiri dan rasional.
PENGISTILAHAN DISABILITAS DALAM BAHASA ARAB Anshari, Muhammad; Mahridawati, Mahridawati
Al Mi'yar: Jurnal Ilmiah Pembelajaran Bahasa Arab dan Kebahasaaraban Vol 4 No 2 Oktober 2021
Publisher : STIQ Amuntai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35931/am.v4i2.566

Abstract

This study discusses the use of terms related to disability in Arabic. This research aims to see the most popular, dominant, and most widely used terms in Arabic in academic texts and Islamic books. Online data and several references (books, magazines, and others) are the data sources in this study. The term al muʿawwaq/almuʿawwaqīn/i'aqah is the most popular, dominant, and referenced term in terms of persons with disabilities compared to some terms dhawī al iḥtiyājāt al khāssa, al fiʾāt al khāssa, al afrād ghayr al ʿādiyyīn and dhawī al a'hat, this is the result of this research. Each term represents the point of view and perspective used to see the disability issues, the term dhawī al a'hat represents a medical perspective, the term al afrād ghayr al ʿādiyyīn represents a moral perspective, dhawī al iḥtiyājāt al khāssa, and al muʿawaqah represent perspectives social. Terms that represent the social model and individual/medical are more often referred to and used in some terms and are very popular in academic texts, Islamic literature, regulations, and in the digital world such as news, web, images, and Youtube.Keywords: Dhawī al iḥtiyājāt al khāssa, al fiʾāt al khāssa, al afrād ghayr al ʿādiyyīn and dhawī al a'hat
Co-Authors ., Rusliyawati Achir Yani S. Hamid Agustini, Shenti Amalia Aprianty, Rizqi Amalia Safitri Ardli, Ahmad Qolbi Arifin, Ahmad Fauzan Ariyani, Herda Aziza Fitriah, Aziza Dewi Nurhanifah, Dewi Dhara Alim Cendekia Diana Aipipidely Diniati, Anna Dwi Kartikasari Dwi Oktaviana, Annisa Esti Yunitasari Fandiny, Yeny  Fitri Syahrida, Anisa Gunawan, Eko Hadi Habibah, Aina Hadi Prayitno, Hadi Haluruk, John Davison Haryono Haryono Heru Santoso Wahito Nugroho hidayatullah Al Islami Hilal Dzakwan, Muhammad Ibnu Adhan, Alvito Juanda Astarani Khairunnisa, Monica Khairunnisa, Najla Lailan Azima, Siti Laisa, Alya Latifah Latifah Lutfi Arianto, Ach Mahridawati, Mahridawati Mardiani, Vivi Maria Ulfah Siregar Miftachul Huda Mitra Istiar Wardhana, Mitra Istiar Mohammad Nabil Almunawar, Mohammad Nabil Mubarak, Muhammad Rusydi Muhamad Arif Muhammad Erfan, Muhammad Muhammad Rizqi Mulyani, Risya Mulyawan, Rizki Nabila, Alsha Naufal Rismana, Muhammad Ndungi, Rebeccah Nelonda, Selli Nor Azizah, Nor Norsehan, Norsehan Noviyanti Fatimah, Firni Nur Pramudyas, Maulinda Nurfadila Meywanda, Utin Nurochman Nurochman, Nurochman Nurrahmah, Medina Nurrifanti Dewi, Saputri Octaviani, Dian Patrick Kim Cheng Low, Patrick Kim Cheng Putri Anugrahni, Ridha Putri, Novita Rahmadani Qorirah, Sahla Rahim, Mohamad Marzuqi Abdul Rahmani, Dienny Redha Rahmawati, Riris Trimaulida Ramadhan, Ade Umar Ristya Widi Endah Yani Riza, Andika Ahmad Setiawan, Firman Setiawati Hariyono, Dyta Setyobudi, Agus Siti Mutmainah Sumardi, Wardah Haki Haji Syahrina, Wanda Syifaun Nafisah Trisetyo, Febiola Anggun Ulfah, Pitria Utami, Mega Dewi Sri Winda Fitri Yantiana, Nella Yunita Satya Pratiwi Zahra, Fatimatul Zahra, Raudhatuz