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All Journal The Indonesian Journal of Business Administration Jurnal Kedokteran Brawijaya TRANSIENT: Jurnal Ilmiah Teknik Elektro AMIKOM ICT AWARD 2010 Jurnal Kebijakan Kesehatan Indonesia PERMANA Disease Prevention and Public Health Journal Jurnal technoscientia Jurnal Produksi Tanaman Jurnal Pendidikan Dasar Nusantara Prosiding Teknologi Pendidikan Penggunaan Media Sains Flipbook dalam Pembelajaran IPA di Sekolah Dasar Jurnal Kesehatan Andalas Majalah Kulit, Karet, dan Plastik EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi dan Bisnis Briliant: Jurnal Riset dan Konseptual Lingua Franca: Jurnal Bahasa, Sastra, dan Pengajarannya Jurnal Pemberdayaan Masyarakat Madani (JPMM) GIZI INDONESIA Journal of Environment and Sustainability Jurnal Gizi dan Dietetik Indonesia (Indonesian Journal of Nutrition and Dietetics) Forum Ekonomi : Jurnal Ekonomi, Manajemen dan Akuntansi JURNAL MANAJEMEN RELE: Rekayasa Elektrikal dan Energi Jurnal Teknik Elektro JMM (Jurnal Masyarakat Mandiri) Historis : Jurnal Kajian, Penelitian dan Pengembangan Pendidikan Sejarah Edukasi Islami: Jurnal Pendidikan Islam Jurnal Abadimas Adi Buana Jurnal Basicedu Amerta Nutrition Unnes Journal of Mathematics Education Research Jurnal Review Pendidikan dan Pengajaran (JRPP) JAIM (Jurnal Abdi Masyarakat) SULUH: Jurnal Abdimas International Journal of Economics, Business and Accounting Research (IJEBAR) bit-Tech Jurnal Leverage, Engagement, Empowerment of Community (LeECOM) Jurnal Abdi Insani Jurnal Rekayasa Lingkungan Manna Rafflesia Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Esensi Hukum Jurnal Ners Widya Husada Academia Open LEGAL BRIEF Indonesian Journal of Law and Economics Review Prosiding Conference on Research and Community Services Jurnal Pengabdian kepada Masyarakat Nusantara Airlangga Journal of Innovation Management Community Empowerment Jurnal Sosial dan Teknologi COMMUNITY : Jurnal Pengabdian Kepada Masyarakat Jurnal Nasional Aplikasi Mekatronika, Otomasi dan Robot Industri (AMORI) International Journal Software Engineering and Computer Science (IJSECS) COVIT Golden Ratio of Auditing Research Jurnal Sistem Informasi Bisnis (JUNSIBI) Locus Journal of Academic Literature Review Journal Transformation of Mandalika INSANIA : Jurnal Pemikiran Alternatif Kependidikan Procedia of Social Sciences and Humanities Jurnal Basicedu Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Saint Paul's Review Journal Research of Social Science, Economics, and Management Jurnal Adijaya Multidisiplin Innovative: Journal Of Social Science Research Retorika: Jurnal Pembelajaran Bahasa dan Sastra Indonesia Jurnal Teknologi dan Informatika (JEDA) Journal of Arabic Language and Literature Studies Jurnal Informatika dan Bisnis Journal of Social Comunity Services Health Dynamics Jurnal Teknik Indonesia Retorika: Jurnal Komunikasi, Sosial dan Ilmu Politik Indonesian Journal of Islamic Law (IJIL) AL-MANSYUR Jurnal Ilmiah Kajian Ilmu Humaniora Jurnal Ekonomi Syariah Mulawarman (JESM) MEKOMDA KAMBOTI : Jurnal Sosial dan Humaniora Komunikatif : Jurnal Ilmiah Komunikasi SIMAS JURNAL PENGABDIAN MASYARAKAT Harmonia: Journal of Arts Research and Education AICOS
Joko Susilo
Universitas Islam Indonesia
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Apakah Kunjungan Rumah oleh Kader Posyandu Meningkatkan Pengetahuan dan Persepsi Ibu Tentang Zero New Stunting? Does Home Visiting by Cadres Improve Maternal Knowledge and Perceptions of Zero New Stunting? Siswati, Tri; Susilo, Joko; Olfah, Yustiana; Paramashanti, Bunga Astria; Attawet, Jutharat; Setiyobroto, Idi
Amerta Nutrition Vol. 9 No. 1SP (2025): AMERTA NUTRITION SUPPLEMENTARY EDITION Special 5th Amerta Nutrition Conferenc
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/amnt.v9i1SP.2025.103-111

Abstract

Background: Stunting remains a significant public health issue in Indonesia. Low knowledge and perception of mothers about nutrition, health, and the First 1000 Days of Life are determining factors. Objectives: To observe the impact of home visits on the knowledge and perception of maternal children about the Zero New Stunting (ZNS) program. Methods: This study employed a mixed-methods approach with a sequential explanatory design, conducted from June to August 2025 in Sumberadi Village, Sleman, Yogyakarta, Indonesia. The subjects were 35 stunted toddler pairs with mothers who met the inclusion criteria. Interventions are integrative nutrition education packages through home visits by trained Posyandu cadres, nutrition education (growth monitoring, developmental stimulation, and IYCF), and counseling. A structured questionnaire containing knowledge and perception questions of 25 questions each was used. The analysis was carried out using a t-test to see the differences before and after the intervention. Meanwhile, qualitative data were analyzed manually according to the theme of the interview. Results: The mean knowledge score increased from 61.2±9.8 (pre-test) to 86.4±7.1 (post-test 3), with a mean difference of 25.2 points (p-value<0.001). The perception score increased from 58.4±10.2 to 82.4±7.4, with an average difference of 24.0 points (p-value<0.001). Meanwhile, the results of qualitative findings showed high acceptance of the program, including increased self-efficacy, emotional support, and practical guidance during home visits. Conclusions: Home visits by cadres with integrated nutrition education effectively improve mothers’ knowledge and perceptions on stunting prevention, supporting the ZNS program.
Design of an automatic cost-effective cracker dryer as an effort to increase the production of squid crackers at Banyuwangi Regency Raafi'u, Brian; Iskandarianto, Fitri Adi; Susilo, Joko; Septyaningrum, Erna; Badrul Alam, Rakmad Amrinsyah; Agasta, Tedy
Jurnal Nasional Aplikasi Mekatronika, Otomasi dan Robot Industri (AMORI) Vol. 3 No. 2 (2024): December
Publisher : Faculty of Vocational Studies - Research Center, DRPM ITS

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

Abstract

Banyuwangi is a regency with a coastline length of about 175.8 km with 10 islands. The east coast of Banyuwangi (Bali Strait) is one of the largest fish producers in East Java. Banyuwangi is the second largest producer of fishery commodities in Indonesia. One of the villages in Banyuwangi Regency, Mojopanggung Village, has the potential for a thriving squid cracker business. The management of crackers in this village has not changed significantly from year to year, 90% of the management of the ponds is done traditionally, starting from the process of making raw materials for crackers, drying crackers to the marketing process. The most common problem faced by cracker business owners is the loss caused by the rainy season. Almost 50% to 75% of the crackers are not produced in a period of 1 to 4 months due to limited sunlight as a medium for drying crackers. This is evident from the decreasing amount of production. The most influential factor is the heating medium that changes based on natural conditions. Meanwhile, the demand for all types of crackers continues to grow. In its management, one of the dynamic elements that need to be considered is the temperature of the cracker dryer. Some of the physical variables that affect the quality of the drying process are temperature, humidity, and automatic scheduling, and to support the success of the cracker drying process, these parameters really need to be known by SME cracker business owners in Banyuwangi Regency. So the need for a cheap and energy-efficient technology for the drying process of crackers, which can produce good quality crackers, so that cracker-producing SMEs can significantly increase their production without any restrictions on natural conditions.
Optimasi Prediksi Jumlah Kontainer Aktual di Kapal Menggunakan Random Forest dan XGBoost dengan Hyperparameter Tuning Permana, Endi; Susilo, Joko
Jurnal Informatika dan Bisnis Vol. 14 No. 2 (2025): Juli - Desember
Publisher : Institut Bisnis dan Informatika Kwik Kian Gie

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46806/jib.v14i2.1921

Abstract

The maritime logistics industry plays a crucial role in ensuring the smooth flow of trade; however, it often faces discrepancies between the number of containers booked and the number actually loaded onto ships. These discrepancies can lead to operational inefficiencies, shipment delays, and additional costs for companies. PT XYZ, as a maritime logistics service provider, encounters similar challenges. Therefore, this study aims to analyze the factors causing container discrepancies and to develop a predictive system for estimating the actual number of containers as a decision-support tool. This research adopts data mining, machine learning, and ensemble learning approaches, focusing on the Random Forest Regressor and Extreme Gradient Boosting (XGBoost) algorithms combined through a Voting Regressor. Hyperparameter tuning using GridSearchCV is applied to improve the model’s ability to capture complex data patterns. A quantitative approach following the CRISP-DM framework is employed, including data exploration, cleaning, feature selection, modeling, and evaluation. The study utilizes historical container booking data from PT XYZ in 2023, consisting of more than 138,000 records. The results show that the Voting Regressor achieves the best performance with an R² value of 0.7874 and an MSE of 1.6282, supported by consistent RMSE and MAE metrics. The model is implemented in a Flask-based web application that enables practical container count prediction through Microsoft Excel file uploads. The implementation of this predictive system has the potential to help PT XYZ reduce loading discrepancies, minimize additional costs, and optimize logistics planning, while also contributing academically to the application of machine learning in the maritime logistics sector.
Co-Authors Abetnego, Dereks Abirama, Dhafa Alvin Suhendra Ace Iwan Suryawan, Ace Iwan Achmad Ghazali Ade Gunawan Adli, Adli Agasta, Tedy Agus Salim Agus Sulton Ahmad Nurefendi Fradana Akhmad Alim, Akhmad Al Insan Assalamfida, Muhammad Alam, Badrul Ali Akbar Alqibtiyah , Mariah Amiruddin, Arfis Amrinsyah, Rakmad Angin, Marselinus Arapenta Perangin Annisa Andriyani Apri Rahmadi Aqila, Mu’Amar Zaki Ardi Nugroho, Aditya ARDIANSYAH, SYAHRUL Aritonang, Reikman DP. Arya Rezagama Astried Silvanie Astutiek, Dwi Astutik, Ika Ratna Indra Attawet, Jutharat Aura, Nindya Azzahra, Intan Fatimah Bachrul Hilmi, Sectio Badrul Alam, Rakmad Amrinsyah Basri Aramico, Basri Basuki Sri Rahayu Beny Dwi Pratama Budi Purnomo Budi, Setyo Cahyaningrum, Margareta Pramita Choirun Nisak Aulina Cindy Cahyaning Astuti Cipwati, Anggi Darmanto Darmanto Darmayati, Deby Zulkarnain Rahadian Syah Detak Prapanca Dewi Shinta Diana Susanti Didik Hariyanto Didik Hariyanto Dwi , Ristanti Dwi Nur Aini, Dwi Nur Edi Dwi Riyanto Efendi, Suryono Elyza Gustri Wahyuni Emiliana Kasmudjiastuti, Emiliana Emy Sulistyo Astuti, Emy Sulistyo Endro Sutrisno Eneng Sonia Evalina, Noorly Fahrullah, Muhammad Faisal Fajar Muharram Fanissa, Sintania Felindasari, Prisma Feri Tirtoni Ferry Adhi Dharma Fitri Adi Iskandarianto Fitrianto, Bambang Frida Kusumastuti Gulo, Fenius Gunarhadi Gunarhadi, Gunarhadi Gunawan, I Made Alit Hafiidha Sari, Raras Hanif Hanif Haris Fadillah Hastuti, Puput Tri Herning Indriastuti Hidayat, Adik Nur Hidayat, Syamsu Hikmal Maulana, Agim Himmatul , Firda Idi Setiyobroto Ika Ratna Palupi Imanuddin Imanuddin, Imanuddin Indrawati, Rosiana Indrawati, Rosiana Isti Dwi Puspitawati istiqomah istiqomah Jamhari Jamhari Julitia, Windi Rika Kaka, Daniel Kartika Sari, Firda Kartono , Karuniawan Puji Wicaksono Kenji Ahsan, Ava Khan, Ryan Khoirulloh Khoirulloh, Khoirulloh Kholik, Krismar Koesbandriyo, Bambang Kristiyani, Tia Kunayarti, Wahyuni Kushartanti, Woro Kuwatno Kuwatno, Kuwatno Laia, Kejar Hidup Laily Rahmawati Lestari, Endah Yuliana Lily Arsanti Lestari Listiyono Santoso Lovely, Nosa Ajulva Lutfi, Mochtar M. Andi Fikri Machudor Yusman Madarina Julia Mahestika , Vanessa Maria, Ernastin Marsiah, Marsiah Maulana Yusuf Maulana, Muhammad Akbar Medha Baskara Mikael Mochammad Facta Muhammad Agus Muljanto Muhammad Luthfi Muhammad Zaki Mubarrak Munifah, Siti Mursalin . Mursyid, Abidillah Muslihatun, Wafi Nur Naomi, Novita Dhian Neni Astuti Nggebu, Sostenis Niko Fediyanto Noerviana, Annisa Putri Novi Wahyuni Nur Hazizah, Istiqomah Nurfajrin Hasan, Sri Nurul Zuriah Pamungkas, Ernanto Bayu Paramashanti, Bunga Astria Permana, Endi Pramudya, Hans Prasetyaningsih, Ani Pratama, Erga Ofiananda Prayoga, Shahifa Rezaldi Puspita Sari, Sarni Handayani Puspita, Yulia Mega Putra, Kiki Pradana Putri Puspita Dewi, Angeli PUTRI WULANDARI Putri, Meilani Arindha raafi'u, brian Raafi'u, Brian Rafianti, Fitri Rahman, Idrus Rahmat, Feri Ramadhani, Gilang Ratih Pujiastuti Ravinazan, Ravinazan Rialihanto, Muhammad Primiaji Rianita Risky , Achamad Rizqi Tsania, Indah Rizqy Aziz Basuki Romadhoni, Novita Rusmiyati Rusmiyati, Rusmiyati Sabe, Syolleh Raisi Salim, Alissa Samsi Haryanto, Samsi Sanjaya, Janssen Japutra Santoso, Dian Rahma Saputri, Fatmala Reza Saputri, Rahmadya Sari, Nurratri Kurnia Sarika, Septi Budi Septyaningrum, Erna Setyawan, Hanif Hilmi Sri Anitah Sri Yamtinah Sugiono, Edi Suharto, Rachmad Budi Sujiyatini, Sujiyatini Sumarno . Suryadi Suryadi Suryani, Deby Suryono, Hasan Susanto, Adi Imron Susanto, Kevin Filbert Susatyo Handoko Suwarta, Nyoman Su’udiyah, Fidaus Syahputri, Alvina Dwi Tamam, Abas Mansur Tauji, Achmad Teguh R. Sartono Thio, Sean Edbert Titania, Dhea Adira Tjaronosari, Tjaronosari Tommy, Ervando Toto Sudargo Totok Apriyanto, Totok Tri Siswati, Tri Usman, Adam Utami, Siti Budi Vevy Liansari Vidya Mandarani Vittorio, Kevin Wilmer Wahyu Kurniawan Wahyu Taufiq Waruwu, Junieli Weni Kurdanti Widarto Jp, Widarto Jp Widhiati Widhiati, Widhiati Widyastuti Winarti, Rahayu Winata, Leonard Winda Hardyanti Wiwik Handayani Wulan Purnama Sari Wulan Safitri, Wulan Wulan Sari, Mardhayu Wuryaningsih, Dewanti Evita Julian Wulandari Yasir Hudzaifah Yeni Yeni Yodi, Ryanto Yoyok Bekti Prasetyo Yulinda yulinda Yustiana Olfah Zaenuri Mastur