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All Journal J@TI (TEKNIK INDUSTRI) Jurnal E-Komtek Community Development Journal: Jurnal Pengabdian Masyarakat JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) Jurnal Informasi Sains dan Teknologi (ISAINTEK) eProceedings of Engineering Innovative: Journal Of Social Science Research JURNAL ILMIAH SAINS TEKNOLOGI DAN INFORMASI Jurnal INFOTEL Journal of Optimization System and Ergonomy Implementation Journal of Industrial and Mechanical Engineering
Faturohman, Muhammad Iqbal
Telkom University
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mechanical Engineering Public Health Social Sciences Transportation Other

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Pendekatan Analisis Klaster untuk Meningkatkan Manajemen Inventaris dan Rekomendasi Produk di Industri Tanaman Hias Muhammad Iqbal Faturohman; Thalia Naziha
Jurnal E-Komtek Vol 8 No 2 (2024)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v8i2.2142

Abstract

The ornamental plant industry has grown significantly as consumers seek to enhance living spaces with diverse plant species. This study aims to optimize inventory management and marketing strategies by applying K-Means clustering to categorize plants based on price, pot size, light requirements, care levels, and popularity. The method used is K-Means clustering, which groups plants into three clusters based on key characteristics. By analyzing these attributes, K-Means clustering identifies patterns and similarities among different plant species, allowing businesses to understand consumer preferences and inventory management better. The results identified three main clusters: Cluster 1 (moderate care, light, popularity) plants like Aglaonema require balanced stock and targeted promotion for medium-light environments. Cluster 2 (low care, light, popularity) plants such as Aglaonema Chiangmai need high stock levels and budget-friendly marketing. Cluster 3 (high care, light, popularity) plants like Alocasia demand elevated stock, premium quality, and care-focused promotion.
PENERAPAN TEKNOLOGI TEPAT GUNA (TAJAN STAINLESS & AYAKAN MESH) UNTUK MENINGKATKAN MUTU DAN KEAMANAN PANGAN PRODUK GULA KELAPA DI DESA PERNASIDI Aiza Yudha Pratama; Muhammad Iqbal Faturohman; Ade Yanyan Ramdhani; Vania Roselia Rachmadhani; Rowland Pratama Rajagukguk; Muhammad Ali As- Syaerozi
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 6 No. 3 (2025): Volume 6 No 3 Tahun 2025
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v6i3.47440

Abstract

Program pengabdian masyarakat ini dilaksanakan di Desa Pernasidi, Kecamatan Cilongok, Kabupaten Banyumas, yang merupakan salah satu sentra produksi gula kelapa. Permasalahan utama yang dihadapi oleh Kelompok Tani Gendis Asri adalah tingginya tingkat penolakan produk gula kelapa oleh eksportir akibat inkonsistensi tekstur dan tidak terpenuhinya standar keamanan pangan. Untuk menjawab tantangan tersebut, dilakukan intervensi teknologi tepat guna melalui substitusi wajan baja konvensional dengan wajan stainless steel dan penggunaan ayakan mesh untuk proses sortir. Kegiatan pendampingan dan pelatihan diberikan untuk meningkatkan keterampilan petani dalam penerapan teknologi dan prinsip keamanan pangan, termasuk HACCP. Hasil kegiatan menunjukkan adanya peningkatan signifikan, yaitu efisiensi waktu produksi rata-rata meningkat sebesar 38% dan jumlah produk gula kelapa bertekstur konsisten meningkat sekitar 19,5%. Inovasi ini juga mampu meminimalkan potensi kontaminasi dan meningkatkan standar keamanan pangan, sehingga memberikan kontribusi terhadap peningkatan kualitas produk, daya saing di pasar ekspor, serta kesejahteraan petani setempat.
Utilizing the Technology Acceptance Model (TAM) to Drive E-Warehouse Adoption in Brebes' Shallot Sector Ade Yanyan Ramdhani; Muhammad Iqbal Faturohman; Lina Fatimah Lishobrina; Faizah; Alon Jala Tirta Segara; Arief Rais Bahtiar; Dimas Fanny Hebrasianto; Muhammad Alim Safa’at; Destyana Chandra Priyambodo; Diva Angelica; Rafli Dhafin Kamil; Farhan Aryo Pangestu
Jurnal E-Komtek Vol 10 No 1 (2026)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v9i1.2213

Abstract

This study explores the factors influencing the adoption of SiJuna, a cold storage-based e-warehouse platform, among shallot farmers in Brebes Regency. Price volatility significantly impacts farmers, leading to economic losses, particularly when prices drop below production costs. SiJuna aims to help farmers by offering cold storage to preserve their harvests during price declines and sell when prices stabilize. Using the Technology Acceptance Model (TAM), data was collected from 90 farmers and analyzed through Structural Equation Modeling (SEM). The results reveal that perceived ease of use and perceived usefulness positively influence farmers' behavioral intention to adopt SiJuna, which in turn significantly affects the actual use of the system. The findings underscore the importance of usability and perceived value in technology adoption, suggesting that a user-friendly design and clear benefits can enhance the adoption of agricultural technologies, ultimately improving post-harvest management and farmers' profitability.
Analisis Pengendalian Kualitas Produk Frozen Tuna Di PT. Cemerlang Laut Ambon Menggunakan Metode Statistical Process Control Mandalika Azzahra; Muhammad Iqbal Faturohman; Dina Rachmawaty
Journal of Industrial and Mechanical Engineering Vol 3 No 1 (2025): Journal of Industrial and Mechanical Engineering
Publisher : Department of Industrial Engineering, Universitas Jenderal Soedirman.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jimien.2025.3.1.16233

Abstract

Tingginya tingkat cacat pada produk frozen tuna (loin) di PT Cemerlang Laut Ambon, khususnya cacat freezer burn, telah menyebabkan peningkatan pengembalian produk dan kerugian finansial selama periode Februari 2023 hingga Januari 2024. Permasalahan ini mencerminkan lemahnya pengendalian kualitas pada tahapan produksi dan penyimpanan, serta menunjukkan perlunya evaluasi sistematis untuk mengidentifikasi sumber variasi dalam proses. Pengendalian kualitas yang tidak optimal juga berdampak pada reputasi perusahaan di pasar ekspor, terutama Amerika Serikat dan Jepang, yang memiliki standar mutu ketat. Untuk menanggapi permasalahan tersebut, penelitian ini bertujuan untuk menganalisis pengendalian kualitas produk menggunakan tool Statistical Process Control (SPC). Pendekatan yang digunakan meliputi analisis check sheet, diagram Pareto, peta kendali (p-chart), dan diagram sebab-akibat (fishbone). Hasil penelitian menunjukkan bahwa cacat freezer burn menyumbang 67% dari total cacat, dengan indikasi variasi khusus (special cause variation) yang muncul pada bulan Desember dan Januari. Analisis fishbone mengidentifikasi penyebab utama berasal dari faktor manusia, metode pembekuan yang tidak konsisten, dan peralatan yang kurang andal. Berdasarkan temuan ini, perusahaan disarankan untuk memperkuat sistem manajemen rantai dingin, meningkatkan pelatihan SDM, serta mengoptimalkan prosedur inspeksi dan pemeliharaan sebagai langkah strategis dalam menekan tingkat cacat dan menjaga mutu produk secara berkelanjutan.
Optimalisasi Produksi dan Pemasaran Gula Kelapa Melalui Standarisasi Wadah Nira Pasca Panen dan Kemasan Beridentitas Lokal di Kelompok Tani Gula Kelapa Gendis Asri Muhammad Iqbal Faturohman; Aiza Yudha Pratama; Gladi Pawestri Utami
JURPIKAT Vol 7 No 1 (2026): 7.1 2026
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/jurpikat.v7i1.2912

Abstract

The Gendis Asri Coconut Sugar Farmers Group in Pernasidi Village, Cilongok District, Banyumas, is one of the coconut sugar producers with great potential but faces challenges related to production quality and marketing. The main issues identified include the low quality of sap after harvesting due to the use of unhygienic plastic jerry cans, as well as weak marketing strategies caused by unattractive product packaging that lacks local identity. This community service program aims to improve production quality and product competitiveness through the replacement of sap containers with food-grade HDPE materials, the provision of climbing belts to enhance work safety, the installation of continuous band sealers and digital scales, and the development of culturally inspired packaging designs based on Cilongok’s local heritage. The implementation methods include socialization, training, mentoring, and technology application. The results show a significant increase in the quality of collected sap, improved product readiness for entry into modern markets, and strengthened farmer capacity in both production and marketing aspects. This program has had a positive impact on product quality, work safety, process efficiency, and the branding readiness of local coconut sugar products.
Integrasi Pipeline Big Data NoSQL dan Pemrosesan Bahasa Alami untuk Manajemen Kualitas Berbasis Voice of Customer Violita Anggraini; Muhammad Iqbal Faturohman; Lathiifah Thawafani
JURNAL ILMIAH SAINS TEKNOLOGI DAN INFORMASI Vol. 4 No. 3 (2026): Juli : Jurnal Ilmiah Sains Teknologi dan Informasi
Publisher : CV. ALIM'SPUBLISHING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59024/jiti.v4i3.2305

Abstract

The exponential growth of customer review data on e-commerce platforms generates high volume, variety, and velocity of data, necessitating efficient Big Data Analytics approaches beyond the constraints of traditional relational databases. This study aims to analyze product review sentiments to identify customer satisfaction patterns and inconsistencies between star ratings and textual reviews, while evaluating the efficiency of NoSQL databases in managing such non-relational data structures. The method employed involves text mining and Natural Language Processing (NLP), applying data preprocessing, Term Frequency-Inverse Document Frequency (TF-IDF) feature extraction with bigram-with-punctuation modeling, and text classification using the TextBlob library. The unstructured review data is managed using a NoSQL MongoDB database cluster with a scale-out architecture. The results indicate that integrating symbol-only word filtration significantly improves keyword relevance, and n-gram modeling successfully captures negation contexts like "not good". Word cloud visualizations effectively extract dominant keywords in negative reviews (Score 1), highlighting product quality criticisms ("taste", "product") and origin concerns ("made in"). Furthermore, sentiment distribution inconsistencies were detected, wherein low-rating reviews scores 1 and 2 still exhibited 15.1% and 29.2% positive sentiment, respectively. The implications of this research provide strategic recommendations for e-commerce executive management to integrate real-time sentiment monitoring systems for data-driven decision-making, proactive product development, and customer service optimization.
Pengenalan Simulasi Industri Melalui Gamifikasi Pembelajaran Pada Siswa SMA Kabupaten Purbalingga Violita Anggraini; Muhammad Iqbal Faturohman; Famila Dwi Winati; Aiza Yudha Pratama; Halim Qista Karima; Deva Grasella Manalu; Husni Fadhlurrahman; Agustinus Mahardhika
JURPIKAT Vol 7 No 3 (2026)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/jurpikat.v7i3.3362

Abstract

Perkembangan dunia industri menuntut sumber daya manusia yang memiliki kemampuan berpikir sistem dan pemahaman terhadap proses industri secara terintegrasi. Namun, pembelajaran di tingkat SMA masih cenderung bersifat konseptual sehingga siswa memiliki keterbatasan dalam memahami dinamika sistem industri dan pendekatan STEM. Kegiatan pengabdian masyarakat bertujuan untuk mengenalkan konsep simulasi industri serta memperkuat literasi STEM siswa SMA melalui pendekatan gamifikasi menggunakan Beer Game. Metode pelaksanaan dilakukan secara partisipatif melalui tahapan persiapan, pengenalan konsep sistem industri dan STEM, pelaksanaan simulasi Beer Game, serta evaluasi kegiatan, dengan sasaran siswa SMA kelas peminatan teknik. Hasil kegiatan menunjukkan bahwa simulasi Beer Game meningkatkan pemahaman siswa terhadap konsep sistem industri dan rantai pasok, mendorong keterlibatan aktif, serta mengembangkan kemampuan berpikir sistem, pengambilan keputusan. Umpan balik peserta menunjukkan tingkat kepuasan yang tinggi terhadap materi dan metode kegiatan. Dengan demikian, gamifikasi Beer Game berpotensi menjadi model pengabdian masyarakat berkelanjutan dalam penguatan literasi STEM di pendidikan menengah.
ANALISIS RESIKO KECELAKAAN KERJA PADA AREA IPAL MENGGUNAKAN METODE HIRADC DI PT.XYZ CILACAP JAWA TENGAH Tegar Santoso; Aiza Yudha Pratama; Muhammad Iqbal Faturohman
Journal of Optimization System and Ergonomy Implementation Vol 3 No 02 (2025): Journal of Optimization System and Ergonomy Implementation
Publisher : Program Studi Teknik Industri S-1, Fakultas Teknik UPN Veteran Jakarta

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

Abstract

Pengendalian risiko kecelakaan kerja adalah langkah penting dalam menciptakan lingkungan kerja yang aman dan memastikan pekerja dapat melaksanakan tugas mereka tanpa mengganggu operasional perusahaan. Penelitian ini bertujuan menganalisis risiko kecelakaan kerja di area IPAL PT. XYZ di Cilacap menggunakan metode Hazard Identification, Risk Assessment, and Determining Control (HIRADC). Dari penelitian, terdapat empat risiko utama sebelum dilakukan perbaikan dengan nilai risk status 9, yaitu iritasi kulit, terjatuh, konsleting, dan luka bakar. Setelah implementasi tindakan perbaikan, ditemukan satu risiko tertinggi dengan nilai risk status 6, yaitu iritasi kulit akibat penggunaan tawas. Penurunan nilai risiko ini menunjukkan bahwa upaya pengendalian yang diterapkan mampu mengurangi dampak kecelakaan kerja, terutama untuk risiko-risiko dengan nilai tertinggi, sehingga menciptakan lingkungan kerja yang lebih aman bagi para pekerja.
Co-Authors Ade Yanyan Ramdhani Ade Yanyan Ramdhani Agustinus Mahardhika Aiza Yudha Pratama Alon Jala Tirta Segara Arief Rais Bahtiar Destyana Chandra Priyambodo Deva Grasella Manalu Dimas Fanny Hebrasianto Dina Rachmawaty Diva Angelica Emmareta Fauziah Enci Mulyani Faizah Famila Dwi Winati Farhan Aryo Pangestu Faturohman, Kholid Gladi Pawestri Utami Husni Fadhlurrahman Jaya, Satria Karima, Halim Qista Karina Amanda Larasati Kristian Dyandra, Reynara Lathiifah Thawafani Lina Fatimah Lishobrina Mandalika Azzahra Miftahol Arifin MIFTAHOL ARIFIN, MIFTAHOL Muhammad Ali As- Syaerozi Muhammad Alim Safa’at Nabila Noor Qisthani Nurulloh, Ikhwan Rafli Dhafin Kamil Ridho Ananda Rowland Pratama Rajagukguk Setianingsih, Ratna Sulis Sotaradu Gurning, Andre Tegar Santoso Thalia Naziha Vania Roselia Rachmadhani Violita Anggraini Yanyan Ramdhani, Ade