Article Per Year (5 Year)
p-Index From 2021 - 2026
2.735
P-Index
This Author published in this journals
All Journal Pendas : Jurnah Ilmiah Pendidikan Dasar JOURNAL EQUITABLE Warta Pengabdian Andalas: Jurnal Ilmiah Pengembangan Dan Penerapan Ipteks ETNIK : Jurnal Ekonomi dan Teknik Indonesian Journal of Teaching in Science Locus Journal of Academic Literature Review Jurnal Pustaka AI : Pusat Akses Kajian Teknologi Artificial Intelligence Journal of Student Development Information System (JoSDIS) Jurnal Hukum dan HAM Wara Sains Cendekia: Journal of Law, Social and Humanities IIJSE jabdimasunipem Horizon: Indonesian Journal of Multidisciplinary Jurnal Wicara Desa Marsipature Hutanabe: Jurnal Pengabdian Kepada Masyarakat
Thoriq, Muhammad
Unknown Affiliation
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering 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 Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 17 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 17 Documents
Search

 1   2 
Perbandingan Naïve Bayes dan Random Forest pada Seleksi KIP di Universitas Adzkia Thoriq, Muhammad; Maulana, Fajar; Qurrata Ayun, Aisyah
Jurnal Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence) Vol 5 No 3 (2025): Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence)
Publisher : Pustaka Galeri Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55382/jurnalpustakaai.v5i3.1385

Abstract

Penelitian ini bertujuan untuk membandingkan kinerja algoritma Naïve Bayes dan Random Forest dalam memprediksi hasil kelulusan seleksi pendaftar beasiswa Kartu Indonesia Pintar (KIP) di Universitas Adzkia. Menggunakan dataset berjumlah 829 data pendaftar tahun 2024, penelitian ini menerapkan pendekatan eksperimen kuantitatif berbasis proses Knowledge Discovery in Database (KDD) yang meliputi tahap preprocessing, pembangunan model, dan evaluasi performa. Kedua algoritma diuji menggunakan metode 5-Fold Cross Validation dan pembagian data hold-out 80:20, dengan metrik evaluasi Accuracy, Precision, Recall, F1-Score, dan Precision-Recall AUC (PR-AUC) untuk menangani ketidakseimbangan kelas. Hasil penelitian menunjukkan bahwa algoritma Random Forest memberikan performa terbaik dengan nilai Accuracy 83,9%, Recall 61,5%, F1-Score 66,6%, dan PR-AUC 0,78. Analisis feature importance mengungkapkan bahwa faktor penghasilan ayah, status P3KE, dan jumlah tanggungan keluarga merupakan variabel paling berpengaruh terhadap hasil seleksi. Temuan ini menunjukkan bahwa Random Forest lebih unggul dan adaptif dalam menangani dataset tidak seimbang pada kasus pengambilan keputusan di bidang pendidikan. Secara praktis, penelitian ini menawarkan kerangka kerja berbasis data untuk meningkatkan keadilan dan transparansi proses seleksi beasiswa di perguruan tinggi.
Community Empowerment in Rural Areas Through the Cultivation and Production of Traditional Medicines Based on Medicinal Plants in Batu Tanjung Village, Talawi, Sawahlunto City Dillasamola, Dwisari; Putri, Biomechy Oktomalio; Noverial; Fadil, Muhammad Syukri; Marwan; Hasibuan, Ahmad Daniel; Pratiwi, Eghinna Elsa; Hafsah, Nur; Oktafani, Reni; Fadhilla, Naylatul; Oktaviani, Dilla; Hendriansah; Putri, Popy Dwi; Amanda, Amelia; Muhadzid, Fayyadh Atsil; Dewi, Lativa Andam; Thoriq, Muhammad; Andrisyah, Fauzi; Azizi, Adni Salsabil; Yazid, Muhammad; Amalina, Azka; Naufal, Muhammad; Hanisa, Najma Syakina; Ramadhani, Nasywa Anjani; Mufadhdhal, Muhammad Asad
Warta Pengabdian Andalas Vol 32 No 4 (2025)
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jwa.32.04.446-454.2025

Abstract

The utilization of Family Medicinal Plants (TOGA) is a strategic effort to enhance community health self-reliance, reduce dependence on synthetic drugs, and preserve local biodiversity. In Nagari Batu Tanjung, Talawi District, Sawahlunto City, the potential for TOGA is high due to favorable geography and extensive backyard land. However, its use remains limited because of low herbal literacy, minimal organic cultivation skills, and the absence of a properly managed communal garden. This community service program aimed to empower residents through education, direct practice, and guidance in cultivating and processing medicinal plants. Activities included awareness sessions on TOGA’s benefits, land preparation, planting of herbal seeds (ginger, turmeric, cardamom, sungkai, Java turmeric, aloe vera), and the establishment of a model TOGA garden. Based on pre- and post-test results from 40 participants, knowledge and cultivation skills improved significantly—from 40% to 95% of participants understanding proper TOGA cultivation. Active collaboration among residents, village officials, and students ensured the program’s success. Through Q&A sessions and hands-on practice, the community gained practical skills suited to local conditions. The established TOGA garden now serves as a learning medium, a health-supporting initiative, and a foundation for developing herbal products that promote sustainable economic empowerment.
Penerapan Prinsip Hukum Ekonomi dalam Penggunaan Special Purpose Vehicle (SPV) serta Dampaknya terhadap Transparansi Laporan Keuangan Firmansyah, Alif; Jainaya, Kapiya; Thoriq, Muhammad; Todi, Yusuf Afrenoldi; Siswajanthy5, Farahdinny
Locus Journal of Academic Literature Review Vol 4 No 9 (2025): December
Publisher : LOCUS MEDIA PUBLISHING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56128/ljoalr.v4i9.785

Abstract

Artikel ini menganalisis penerapan prinsip hukum ekonomi dalam penggunaan Special Purpose Vehicle (SPV) serta dampaknya terhadap transparansi laporan keuangan. Tujuan penelitian ini adalah untuk membedah fungsi SPV dalam grup perusahaan, tanggung jawab hukumnya, dan potensi penyalahgunaannya dalam manajemen laba. Temuan menunjukkan bahwa SPV sering kali digunakan sebagai alat efisiensi ekonomi untuk mengurangi biaya kebangkrutan dan risiko kredit melalui pemisahan aset. Namun, penggunaan SPV juga berkorelasi dengan peningkatan insentif manajemen laba dan off-balance sheet financing yang dapat mengaburkan transparansi bagi pemangku kepentingan. Penegakan hukum yang efisien harus fokus pada pencegahan kapitalisasi modal rendah pada SPV untuk memitigasi risiko hukum dan keuangan.
Explainable AI pada Seleksi Beasiswa KIP Berbasis Machine Learning di Universitas Adzkia Thoriq, Muhammad; Maulana, Fajar; Ali Pitchay, Sakinah; Ridzuan, Farida; Ramanda, Wega
Jurnal Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence) Vol 6 No 1 (2026): Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence)
Publisher : Pustaka Galeri Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55382/jurnalpustakaai.v6i1.1767

Abstract

Program Kartu Indonesia Pintar Kuliah (KIP-K) bertujuan memperluas akses pendidikan tinggi bagi mahasiswa dari keluarga kurang mampu. Namun, peningkatan jumlah pendaftar serta kompleksitas verifikasi kondisi sosial ekonomi sering kali menyulitkan proses seleksi di perguruan tinggi. Penelitian ini mengusulkan pendekatan berbasis machine learning yang terintegrasi dengan Explainable Artificial Intelligence (XAI) untuk mendukung rekomendasi kelayakan penerima beasiswa menggunakan data riil seleksi mandiri Universitas Adzkia. Dataset yang digunakan terdiri dari 829 pendaftar dengan variabel sosial ekonomi seperti status P3KE, penghasilan orang tua, jumlah tanggungan keluarga, pekerjaan orang tua, serta asal sekolah. Model klasifikasi dibangun menggunakan algoritma Random Forest dan divalidasi menggunakan 5-fold cross-validation dengan metrik evaluasi accuracy, precision, recall, F1-score, serta confusion matrix. Karena dataset memiliki distribusi kelas yang tidak seimbang, dilakukan threshold optimization untuk meningkatkan kemampuan model dalam mendeteksi kandidat yang layak menerima beasiswa. Untuk meningkatkan transparansi model, penelitian ini menggunakan metode SHapley Additive exPlanations (SHAP) guna menginterpretasikan kontribusi setiap fitur baik secara global maupun lokal. Hasil penelitian menunjukkan bahwa faktor sosial ekonomi seperti status P3KE, jumlah tanggungan keluarga, penghasilan orang tua, serta wilayah asal sekolah merupakan determinan utama dalam prediksi kelayakan penerima beasiswa. Integrasi machine learning dan SHAP memungkinkan sistem seleksi yang lebih objektif, transparan, dan berbasis data dalam proses pengambilan keputusan.
STRATEGI GURU PENDIDIKAN AGAMA ISLAM DALAM MEMBINA PERILAKU SISWA MELALUI KEGIATAN KEAGAMAAN DI SEKOLAH MENENGAH PERTAMA NEGERI 26 SAROLANGUN Thoriq, Muhammad; Syahbani, Nispi
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 03 (2026): Volume 11 Nomor 03, September 2026 Published
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i03.59337

Abstract

The background of this research is based on the importance of shaping student behavior amidst the increasingly complex development of the times, thus requiring the active role of Islamic Religious Education teachers in fostering student behavior through religious activities. This study aims to describe the strategies of Islamic Religious Education teachers in fostering student behavior through religious activities at State Junior High School 26 Sarolangun. This research uses a qualitative approach with a descriptive research type. Data collection techniques were carried out through observation, interviews, and documentation. The research results show that the strategy of Islamic religious education teachers in fostering student behavior through the habituation of religious activities such as dhuha prayer, congregational zuhr prayer, yasin recitation, and Friday morning study sessions, as well as commemorating Islamic holidays. Supporting factors include the exemplary behavior of teachers, support from the school, the presence of religious activity programs, and the creation of a conducive atmosphere, while inhibiting factors include issues within the students themselves, the influence of the family environment, the influence of the peer environment, lack of cooperation, and the quality of education that has not yet been supportive. In conclusion, the strategy of Islamic religious education teachers in fostering student behavior through religious activities at Junior High School 26 Sarolangun has been implemented quite well thru various religious activities, although there are still some obstacles that need to be addressed.
PENGADAAN SARANA TEMPAT SAMPAH DAN PENINGKATAN KESADARAN HYGIENE DAN SANITASI UMKM BERBASIS EDUKASI PARTISIPATIF DI RW 07, DESA RANCAGONG, KABUPATEN TANGERANG Luinika, Zefanya Tesa; Thoriq, Muhammad; Nathania, Nadia Anastasya; Andrianto, Theo; Setiawan, Budi
Jurnal Abdimas Universitas Insan Pembangunan Indonesia Vol. 4 No. 2 (2026): Agustus-2026
Publisher : LPPM Universitas Insan Pembangunan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58217/jabdimasunipem.v4i2.143

Abstract

Environmental cleanliness issues and the low level of hygiene and sanitation awareness among MSME actors are the main concerns in RW 07, Rancagong Village, Tangerang Regency. The absence of waste bins in each neighborhood unit has led to open burning practices that negatively impact health and the environment. Furthermore, local MSME actors lack proper knowledge of food hygiene and sanitation practices. This community service project aims to improve environmental hygiene and sanitation awareness through two main strategies, for the first is providing waste bins in each neighborhood unit and the second is about conducting participatory educational socialization on hygiene and sanitation practices targeted at MSMEs. This study employs a qualitative approach with data triangulation methods, including observation, interviews, and literature review. The results demonstrate that the provision of waste bins effectively reduces open burning habits, while the socialization significantly increases MSME actors’ awareness and knowledge of proper hygiene in food production. This program is expected to serve as an effective model for improving local environmental and public health through community empowerment.
Pendampingan UMKM Masyarakat dengan Program Pembuatan Spanduk/Banner yang Sesuai dengan Kaidah Bahasa Indonesia di Lingkungan Jl. Telaga Dewa 4 RT 50/RW 04 Kota Bengkulu Angra, Novita; Thoriq, Muhammad; Nofiani, Meta; Anggraini, Monica Rizki; Salsabila, Nabila Ayu; Kamilah , Nasywa Yusiana
HORIZON: Indonesian Journal of Multidisciplinary Vol. 4 No. 3 (2026): HORIZON: Indonesian Journal of Multidisciplinary
Publisher : Lembaga Intelektual Muda (LIM) Maluku

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54373/hijm.v4i3.6326

Abstract

Usaha Mikro, Kecil, dan menengah memegang peranan strategis dalam penggerak ekonomi daerah serta penciptaan lapangan kerja. Identitas visual menjadi instrumen krusial dalam memperkuat posisi pasar, terutama melalui media promosi eksternal seperti spanduk, banner, serta logo usaha. Fenomena di tingkat akar rumput menunjukkan bahwa banyak pelaku usaha masih memanfaatkan materi promosi yang mengabaikan kesesuaian kaidah kebahasaan Indonesia. Ketidakpatuhan terhadap norma linguistik dan prinsip tipografi berdampak pada penurunan kredibilitas merek, hambatan penyampaian pesan, serta fragmentasi identitas visual di ruang publik. Pengabdian ini difokuskan pada program pendampingan komprehensif bagi pelaku UMKM di wilayah Jl. Telaga Dewa 4, RT 50, RW 04. Inisiatif tersebut menargetkan penyusunan spanduk, banner, dan logo usaha yang selaras dengan Pedoman Umum Ejaan Bahasa Indonesia serta standar desain komunikasi visual. Tujuan utama mencakup peningkatan literasi kebahasaan, penguatan kapasitas teknis peserta, serta penyediaan output branding yang siap digunakan secara operasional. Pendekatan yang diterapkan mengadopsi model community-based participatory research dengan tahapan terstruktur.
Co-Authors Adi, Ilham Ananda Krista Al Gifari Abdullah, Qeis Aldo Eko Syaputra Alfafa, Azka Ali Pitchay, Sakinah Amalina, Azka Amanda, Amelia Andrianto, Theo Andrisyah, Fauzi Anggraini, Monica Rizki Angra, Novita At-Thoriq, Muhammad Ari Azhar, Bintang Azizah, Nissa Nur Azizi, Adni Salsabil Azzahra, Sakinah Budi Setiawan Dewi, Lativa Andam Diwangkari, Fanashya Diva Radya Dwisari Dillasamola Fadhilla, Naylatul Fadil, Muhammad Syukri Firmansyah, Alif Hadid Pangestu, Arya Hafsah, Nur Hanisa, Najma Syakina Haq, Ayu Kirana Hasibuan, Ahmad Daniel Hayati , Nova Hendra, Yomei Hendriansah Herli Antoni Jainaya, Kapiya Kamilah , Nasywa Yusiana Luinika, Zefanya Tesa Manurung, Kiki Hariani Marwan Maulana, Fajar Mufadhdhal, Muhammad Asad Mufid, Muhammad Fauzan Muhadzid, Fayyadh Atsil Muhammad Naufal, Muhammad Muhammad Yazid Nathania, Nadia Anastasya Nispi Syahbani Nofiani, Meta Noverial Nurfajilah, Nurfajilah Nurhayati Nurhayati Nurliah Buhari Oktafani, Reni Oktaviani, Dilla Paduloh Paduloh Pratama, Dewa Putra Pratiwi, Dewa Ayu Agung Ratih Pratiwi, Eghinna Elsa Putri, Biomechy Oktomalio Putri, Popy Dwi Qurrata Ayun, Aisyah Rahayuningsih, Amelia Ramadhani, Nasywa Anjani Ramanda, Wega Ramziati Ridzuan, Farida SAKINAH, PUTRI Sakti, Asri Wibawa Salsabila, Nabila Ayu Siswajanthy5, Farahdinny Tiaskara, Nazrina Dwi Todi, Yusuf Afrenoldi Yofhanda Septi Eirlangga