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All Journal Jurnal Manajemen dan Agribisnis BANGUNAN (Jurnal Berkala Jurusan Teknik Sipil UM) Cakrawala Pendidikan SOCA: Jurnal Sosial Ekonomi Pertanian JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI JURNAL TEKNIK MESIN Jurnal Keperawatan Jiwa (JKJ): Persatuan Perawat Nasional Indonesia Jurnal Pendidikan Jasmani Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik LINK Jurnal Riset Kesehatan Paradigma JURNAL MANAJEMEN MUTU PENDIDIKAN (JMMP) Jurnal Keperawatan dan Kesehatan Masyarakat CENDEKIA UTAMA Jurnal Ilmu Farmasi dan Farmasi Klinik (Journal of Pharmaceutical Science and Clinical Pharmacy) JOURNAL OF EDUCATION SCIENCE Jurnal Imejing Diagnostik INDONESIAN JOURNAL OF PHARMACY Jurnal Sport Science JURNAL MANAJEMEN DAN PELAYANAN FARMASI (Journal of Management and Pharmacy Practice) Farmasains : Jurnal Ilmiah Ilmu Kefarmasian JEPA (Jurnal Ekonomi Pertanian dan Agribisnis) Majalah Farmasi dan Farmakologi (Trends in Pharmacy and Pharmaceutical Sciences) JCES (Journal of Character Education Society) Scientific Journal of Reflection : Economic, Accounting, Management and Business Jurnal Akuntansi Proceedings of the International Conference on Applied Science and Health JIAFE (Jurnal Ilmiah Akuntansi Fakultas Ekonomi) KOMPUTIKA - Jurnal Sistem Komputer Demandia : Jurnal Desain Komunikasi Visual, Manajemen Desain, dan Periklanan J-Dinamika: Jurnal Pengabdian Kepada Masyarakat Kosmik Hukum Jurnal Lentera Pendidikan Pusat Penelitian LPPM UM Metro Jurnal Riset Kesehatan Poltekkes Depkes Bandung Manutech : Jurnal Teknologi Manufaktur Academy of Education Journal Jurnal Inti Talafa : Jurnal Teknik Informatika Jurnal Ekonomi Bisnis Indonesia ACCOUNTHIK : Journal of Accounting and Finance Abdi Laksana : Jurnal Pengabdian Kepada Masyarakat Jurnal Riset Pendidikan Fisika Jurnal Nasional Teknologi Terapan Budapest International Research and Critics in Linguistics and Education Journal (Birle Journal) Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Edudikara: Jurnal Pendidikan dan Pembelajaran Journal of Applied Data Sciences International Journal of Aviation Science and Engineering Stock Peternakan Berkala Ilmiah Kimia Farmasi Jurnal Forum Kesehatan : Media Publikasi Kesehatan Ilmiah Jurnal Transportasi Multimoda Journal Philosophy of Law Indonesia Sport Journal Journal of Applied Science, Engineering and Technology (J. ASET) NUSANTARA: Jurnal Pengabdian Kepada Masyarakat AGRIEKSTENSIA Sewagati: Jurnal Pengabdian Masyarakat Indonesia Safari : Jurnal Pengabdian Masyarakat Indonesia Jurnal Kebidanan dan Keperawatan Aisyiyah Jurnal Pendidikan dan Pengabdian Masyarakat Jurnal MIPA dan Pembelajarannya Prosiding Seminar Nasional Pascasarjana Mahakam Nursing Journal (MNJ) Jurnal Kabar Masyarakat Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora (JURRISH) Jurnal Informasi Pengabdian Masyarakat Aspirasi : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat Composite Public Service And Governance Journal Mimbar Administrasi International Journal of Law and Society Demokrasi: Jurnal Riset Ilmu Hukum, Sosial dan Politik International Journal Of Health And Social Behavior International Journal of Law, Crime and Justice Pelayanan Unggulan: Jurnal Pengabdian Masyarakat Terapan Jurnal Studi Islam dan Sosial Akademika Jurnal Teknologi Pendidikan Jurnal Teknologi dan Rekayasa Alat Berat (JTRAB) Strada Jurnal Ilmiah Kesehatan (SJIK) Jurnal Historica Agrisia: Jurnal Ilmu-Ilmu Pertanian Jurnal Manajemen FE-UB
Sugiyanto Sugiyanto
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Strategi Ekspansi Bisnis Start Up Internasional Berkelanjutan: pengabdian kepada Masyarakat Muhammad Tohir; Ade Abdullah Suryobuwono; Cecep Pahrudin; Irwan Chairuddin; Sugiyanto Sugiyanto
Pelayanan Unggulan : Jurnal Pengabdian Masyarakat Terapan Vol. 3 No. 3 (2026): Agustus : Pelayanan Unggulan : Jurnal Pengabdian Masyarakat Terapan
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/unggulan.v3i3.3519

Abstract

The digital economic transformation has created vast opportunities for startups to expand their business activities beyond domestic markets. However, the process of entering international markets entails various challenges, including cultural and consumer behavior differences, cross-border regulations, resource constraints, competitive dynamics, and demands for responsible and sustainable business practices. This Community Service activity aimed to foster understanding and enhance the readiness of practitioners, academics, business owners, and students in formulating startup internationalization strategies that are adaptable to change and sustainability-oriented. The event was held online via Zoom on August 20, 2026, involving approximately 60 participants from diverse backgrounds. The program featured presentations, discussions, case studies, and Q&A sessions focusing on the opportunities and challenges of cross-border business development. Topics covered included business model readiness, target market mapping, innovation, digital technology utilization, human resource competency strengthening, partnership network building, risk management, and the implementation of sustainability principles. The results indicate that participants gained a better understanding of the importance of evaluating organizational readiness and market conditions before determining expansion goals. Participants also recognized that leveraging digital technology can facilitate market expansion, improve business process efficiency, and help companies gain insights into consumer needs. Furthermore, sustainability was viewed as a strategic element capable of strengthening a company's reputation and long-term competitiveness. Thus, this activity underscores that startup internationalization requires an integrated approach combining innovation, technology, human resources, collaboration, risk management, and sustainability to build a competitive business in the global market.
RANCANGAN SISTEM PELAPORAN KAPAL OTOMATIS BERBASIS MACHINE LEARNING DAN NATURAL LANGUAGE PROCESSING APPLICATION OF MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING FOR AUTOMATED SHIP REPORTING SYSTEM Rizky Resi Julian; Agust Isa Martinus; Sugiyanto Sugiyanto
INTI TALAFA Vol. 18 No. 2 (2026): Vol 18 No 2 Tahun 2026
Publisher : Program Studi Teknik Informatika Universitas Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32534/int.v18i2.8880

Abstract

Indonesia sebagai negara kepulauan memiliki kepadatan lalu lintas maritim yang tinggi. Berdasarkan data Badan Pusat Statistik, volume angkutan laut mencapai 1,7 juta penumpang dan 29,3 juta ton barang [1]. Oleh karena itu, pengelolaan lalu lintas kapal melalui Vessel Traffic Service (VTS) sangat krusial untuk menjamin kelancaran dan keselamatan pelayaran. Salah satu masalah utama adalah tingginya potensi human error akibat pencatatan manual. Data Dewan Maritim Indonesia menunjukkan sekitar 72% kecelakaan kapal disebabkan oleh human error [2]. Penelitian ini mengembangkan sistem AI Petugas VTS berbasis suara yang dapat berkomunikasi dengan kapten kapal layaknya petugas VTS untuk mengotomatisasi pelaporan dan pencatatan data. Sistem memanfaatkan Automatic Speech Recognition (ASR) menggunakan Google Speech Recognition, klasifikasi intent dengan algoritma Naïve Bayes, dan Google Text-to-Speech untuk respons suara. Sistem juga diintegrasikan dengan web CRUD untuk monitoring, pengelolaan data lalu lintas kapal, serta pencetakan laporan harian, absensi, dan laporan darurat otomatis. Hasil pengujian menunjukkan sistem mampu melakukan komunikasi dua arah dengan tingkat kesalahan pengenalan kata (Word Error Rate) sebesar 12%. Sistem ini akurat dalam mengenali dan mencatat informasi penting ke database MySQL, mendeteksi kondisi darurat seperti kebakaran atau kebocoran, serta mempercepat pengambilan keputusan sambil mengurangi kesalahan pencatatan manual.
Retinopathy Classification using Convolutional Neural Network Method with Adaptive Momentum Optimization and Applied Batch Normalization Isnandar Slamet; Dhestahendra Citra Susilotomoa; Etik Zukhronah; Sri Subanti; Irwan Susanto; Winita Sulandari; Sugiyanto Sugiyanto; Yuliana Susanti
Journal of Applied Data Sciences Vol 5, No 3: SEPTEMBER 2024
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v5i3.309

Abstract

Retinopathy is a common eye disease in Indonesia, ranking fourth after cataracts, glaucoma, and refractive errors. It can be overcome by early diagnosis with optical coherence tomography (OCT), but this imaging technique takes much time. In this research, retinal imaging was carried out using an expert system. The expert system in this study was formed using the convolutional neural network (CNN or ConvNet) method. CNN is an algorithm of deep learning that uses convolution operations to process two-dimensional data, such as images and sounds. This research consisted of 4 stages: data collection, preprocessing, model design, and model testing. A CNN model was formed with three arrangements, consisting of two convolutional layers and one pooling layer. The ReLU activation function, zero padding, and batch normalization were used in all three formats. Then, the flattening process was carried out, and the Softmax activation function was used at the end of the architecture. The model was built using eight epochs, and optimization of Adaptive Momentum resulted in a 98.96% test data accuracy value. The result was considered good so that CNN could be used as an alternative in retinopathy diagnosis. Further research is suggested to use other optimizations or other model architectures.
Co-Authors Aang Gunawan, Aang Abdul Gofir Abdullah Ade Suryo Ade Abdullah Suryobuwono Adinda Adinda Ag Yuswanto Ag. Yuswanto Agnes Dwi Wulan Mahardika Agnes Intan P.W Agung Mike Wijaya Agus Kristiyanto Agustin Tri Hastuti Agustina P. F. Seran Agustina Shinta Ahmad Ahmad Ainun Ganisia Akhmad Rizal Arifudin Alexander Candra Ali Maddinsyah Ambyah Atas Aji Aminudin Aminudin Anak Agung Aris Diartama Andi Jatmiko Andi Zulfa Majida Ani Riani Hasana Anisa Matinu Saifullah Anisatul Khoir Aprilia Anisyah Fadhillah Annas Marzuki Sulaiman Anzy Indrashanty Ardina Nilam Prawastyorini Arga Safitri Aris Santjaka Ary Kurniati Ary Kurniawati Asim Asim Ayu Trisna Dewi Az Zahro Miftakhuljanah Bambang Soepeno Bambang Supriyanto BAYU KURNIAWAN Belgiawan, Prawira Fajarindra Bha'iq Roza Rakhmatullah Braam Delfian Prihadianto Budi Setiyana Budy Wiryawan Cecep Pahrudin, Cecep Chatarina Muryani Dadang Agus Suryanto Dedy Cahyadi Denny Saputra Desyandri Desyandri dewi, fretika utami Dhestahendra Citra Susilotomoa DIAN LESTARI Dikpride Despa Dina Dwi Aprilia Disman Disman Diyah Pratiwi djoko subandriyo Doddy Irawansyah Donny Kristanto Mulyantoro Dzakiyya Alya Maharani Eko Muhammad Arif Budiono Elviana R. Simbolon Emi Murniati Endra Yuliawan Endriatmo Soetarto erna wati Erti Hamimi Erwin Aditya Pratama Esensia Azama Bioasa Evy Indriasari Fadila Fitria Wulandari Fahmi Ardiansyah Faisal Amri Fajar Harianto FATIMAH FATIMAH Fatimah Fatimah Fazal Hamdan Felixtianus Eko Wismo Winarno Fetty Dwi Rahmayanti Fianti Fianti Fikhih Nur Hidayatulloh Finsa Zainal Fitri Fatonah Fitria Adhi Geha Nusa Frizal Didin Mardyansyah Andita Gatot Murti Wibowo Godham Eko Saputro Gultom, Henry Casandra Guruh Prasetyo Handoko Hanik Liskustyawati, Hanik Harimukti Wandebori Harits Al Ayyubih Harlina Kusuma Tuti Hasriwan Putra Hendri Hermawan Adinugraha Hendri Noviyanto Heni Ruspitasari Herawati Herawati Heri Prabowo Herma Juniati Hermanto Siregar huldan Aulia afandi Husman Husman Ibrahim, Fauzi Ida Ayu Preharsini Kusuma Iftitah Dian Humairoh Ignatius Bayu Atmoko Iis Wahyuningsih Iis Wahyuningsih Ika Putera Waspada Ilham Maulana Prihutama Ilham Wahyu Siadi Indra Iman Sumantri Inggris Yossi Pranatika Irawati Andriani Irwan Chairuddin Irwan Susanto Isnandar Slamet Isnanik Juni Fitriyah iti Amri Alimatul Muflikhah Iwan Nurhadi Jefri Rieski Triyanto Joy Rizki Pangestu Djuansjah Kadim Kadim Kanti Rahayu Karmanis, Karmanis Karningsih Karningsih Kayan Swastika Kayan Swatika Keppi Sukesi Kirara Lena Siswanti Krisma Abeltino Kusfriyadi, Mars Khendra Leny Latifah Lia Meilianingsih Liane Okdinawati Lintar Brillian Pintakami Lintar Brillian Pintakami lis Wahyuningsih Lisa Andrianti Listantari Listantari Luh Putu Ratna Sundari Luthfi Ramdhansyah Lutviyah Dwi Nurfadhilah M. Choiroel Anwar Made Wena Maria Magdalena Marjono Marjono Marlia Herwening Martinus, Agust Isa Megawati Parmasari Moh Khamim Moh Taufik Moh. Abdul Kholik MOH. TAUFIK Moh. Wildan Moh.Taufik Moh.Wildan Mohammad Syafrizal Affandi Muchsin Doewes Mudasir Mudasir MUHAMAD RIZKI Muhammad Ba’tradiansar Muhammad Fajar Marsuki Muhammad Hafid Giofanny Muhammad Hanif Muhammad Reza Firmansyah Muhammad Tohir Mujiyanto Mujiyanto Nailul Himam Nana Krisdianti Nanang Sugiarto Novaria Fajar Prasetya Novie Dewi Kustiani Nugraha Nugraha Nur rohman Nuri Suryani NURULIA HIDAYAH Olfebri Ony Widiarto Pamungkas Pamungkas Parno Pipit Wijayanti Pranoto Pranoto Prasadja Ricardianto Pratiwi, Hasih Pravasta Wahyu Satriawan Primadi Candra Susanto Priskila Kurniawati Priyono Priyono Putra, Bela Putri Cahyo Utami Rachmat Kartolo Reslyana Dwitasari Ridho Rosmansyah Rismi Fatoni Risna Endah Budiati Riswandi Riswandi Riszal, Akhmad Rita Noviani Rita Pasaribu Rizky Resi Julian Romadi, Ugik Ronny Martein Ronny Martien RR. Ella Evrita Hestiandari Rubyah Hutomo Ruknan Ruknan Rully Putri Nirmala Puji Saiful Bahriyanto Sajidan Salsabila, Unik Hanifah Santoso, Chiara Nathalie SANUSI SANUSI Sapta Kunta Purnama Sarwono Sarwono Septina Putri Bintari Singgih Prihadi Singgih Prihadi Singgih Subiyantoro Siswandari Siswandari Sitarina Widyarini Siti Amri Alimatul Muflikhah Siti Wahyuni Soesi Idayanti Sri Handayani Sri Purnami Sri Subanti Subiakto Soekarno Suci Susanti Sudarti . Sudiyono Sudiyono Sudrajad, Oktofa Yudha Sulhadi Sulhadi Sumardi Sumardi Sumarjono Sumarjono Sumarno Sumarno Supriyono Supriyono Suryono Suryono Sushandoyo, Dedy Susy Suswaty Sutoro, Moh. Suwidjiyo Pramono Syafrizal Syafrizal Tarkono Tarkono Trapsilo Prihandono Tri Asih Budiati Tri Murti Andayani Tri Sakti Tunggal Dewi Tya Nur Febriana Ugeng Budi Haryoko Ujang Efendi Umiyatun hayati Triastuti Wahyu Widiyaningsih Win Akustia Win Priantoro Winita Sulandari Wira Citerawati SY, Yetti Yayan Sudaryana Yenny Puspitasari Yessi Affriyenni Yessi Gusleni Yuliana Susanti Yulianti, Erni Yuswanto Yuswanto yuveline aurora Zukhronah, Etik zulhelmi zulhelmi