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All Journal PROSIDING SEMINAR NASIONAL Kompak : Jurnal Ilmiah Komputerisasi Akuntansi E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis Elkom: Jurnal Elektronika dan Komputer JSI: Jurnal Sistem Informasi (E-Journal) Jurnal Informatika Upgris Wikrama Parahita : Jurnal Pengabdian Masyarakat Equilibria Pendidikan : Jurnal Ilmiah Pendidikan Ekonomi JURNAL NUSANTARA APLIKASI MANAJEMEN BISNIS JISIP: Jurnal Ilmu Sosial dan Pendidikan Jurnal Teknologi Informasi dan Komunikasi Jurnal Teknik Informatika (JUTIF) Community Empowerment Journal of Soft Computing Exploration Bima Abdi: Jurnal Pengabdian Masyarakat MANAJEMEN Jurnal Manajemen, Bisnis dan Kewirausahaan Lamahu: Jurnal Pengabdian Masyarakat Terintegrasi Journal Online Manajemen ELPEI (JOMEL) Jurnal Manajemen Informatika & Teknologi Journal of Technology Informatics and Engineering Andragogi Jurnal Pendidikan dan Pembelajaran Pemuliaan Keadilan Journal of Information Engineering and Technology JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) Journal of Engineering, Electrical and Informatics Mavis: Jurnal Desain Komunikasi Visual Jurnal Manajemen, Bisnis dan Kewirausahaan Jurnal Publikasi Manajemen Informatika Jurnal Publikasi Ilmu Komputer dan Multimedia Jurnal Publikasi Teknik Informatika
Zaenal Mustofa
Universitas Negeri Yogyakarta
Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Public Health Social Sciences Other

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SISTEM INFORMASI ADMINISTRASI PEMBAYARAN SPP PADA SMA Febryantahanuji Febryantahanuji; Zaenal Mustofa; Arsito Ari Kuncoro
Jurnal Publikasi Teknik Informatika Vol. 1 No. 2 (2022): Mei : Jurnal Publikasi Teknik Informatika
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupti.v1i2.465

Abstract

Dalam bidang pendidikan sistem pembayaran SPP memegang peranan yang penting terutama dipendidikan yang berstatus swasta karena kegiatan belajar mengajar menggunakan biaya tanpa disubsidi oleh pemerintah. SMA Gita Bahari adalah salah satu sekolah swasta yang mengandalkan pembayaran SPP untuk pembiayaan belajar mengajar. Sekolah SMA Gita Bahari melakukan kegiatan sehari-hari dengan menggunakan sistem manual yaitu seperti kegiatan pembayaran SPP yang dirasa masih menimbulkan berbagai kendala kesulitan dalam pencarian data siswa sudah membayar maupun belum membayar. Solusi tepat untuk mengatasi sistem pembayaran SPP yang lama dengan sistem pembayaran SPP yang baru akan memudahkan dalam menghasilkan informasi yang dibutuhkan. Dari analisis dan desain yang telah dilakukan SMA Gita Bahari membutuhkan sistem informasi pada pengolahan data pembayaran SPP sehingga dapat memberikan kemudahan dalam penyajian laporan sebagai informasi yang tepat dan akurat bagi pihak yang memerlukannya. Sistem aplikasi ini dibuat dengan bahasa pemrograman Microsoft Visual Basic dan database yang diolah menggunakan Microsoft Acces. Dengan pemanfaatan teknologi informasi berbasis komputer ini akan sangat membantu dilembaga pendidikan dalam mengelola data yang lebih cepat dan tingkat kesalahan yang sangat minimal.
Perancangan Digitalisasi Tracer Study Berbasis Web Menggunakan Metode Rapid Application Devolopmant Zaenal Mustofa; Arsito Ari Kuncoro; Febryantahanuji, Febryantahanuji; Yussi Anggraini
Jurnal Publikasi Teknik Informatika Vol. 2 No. 3 (2023): September: Jurnal Publikasi Teknik Informatika
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupti.v3i1.2619

Abstract

This Information System makes a valuable contribution to educational institutions that wish to betterunderstand their educational and career paths, so that alumni can make more informed decisions for continuous improvement. This is an important step in encouraging data-based decision making and improving the quality of education. Baiturrahman Center Semarang does not yet have atracer study system so the school has difficulty getting alumni data as well. Based on these problems,the Islamic Center Baiturrahman Semarang Vocational School requires a Tracer Study Digitalization Information System designed using the Rapid Application Development (RAD)method. RAD is applied in order to understand, analyze and integrate project or system developmentsquickly and efficiently. from this research, namely a digitalization information system based on tracerstudy, which is expected to help the Baiturrahman Islamic Center Vocational School Semarang inimproving its development.
Tahap Development dalam Metode ADDIE Pengembangan Bahan Ajar berbasis Mobile Rangga Bayu Rinawan; Zaenal Mustofa; Yussi Anggraini
Jurnal Publikasi Teknik Informatika Vol. 3 No. 2 (2024): Mei: Jurnal Publikasi Teknik Informatika
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupti.v3i2.3207

Abstract

Teaching materials are sources of knowledge that are useful as sources of information used by teachers and students in teaching and learning activities. Printed teaching materials are currently expensive and difficult to obtain. Current technological developments support the development of modern teaching materials and can be accessed anytime and anywhere. Mobile-based teaching materials are a solution to this problem. Through this product, teachers can provide complete material accompanied by a guide to conducting practicums. Teachers can monitor students' learning progress from the application and provide guidance if there are questions from students. Students can use the product with direct guidance from the teacher. So that the learning process will be well directed. This article discusses the development stage of the ADDIE method (Analyze, Design, Development, Implementation and Evaluation). The analyze and design stage has been published in another article. This development stage discusses the initial formation of the product to become a product. The product being developed can be seen starting from the initial login display, the main menu containing the features available in the application, the material menu containing various materials and function buttons inside along with the quiz menu with buttons that are useful as supporting quizzes.
Penerapan Sistem Pendukung Keputusan Berbasis Metode Pareto ABC dan Optimasi Kualitatif untuk Efisiensi Pengadaan Obat Susilo Romadhon; Zaenal Mustofa
Jurnal Publikasi Teknik Informatika Vol. 3 No. 2 (2024): Mei: Jurnal Publikasi Teknik Informatika
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupti.v3i2.3334

Abstract

Drug procurement at Amandha pharmacy is still carried out with uncertain considerations, resulting in irregular scheduling, this will have an impact on inventory costs due to the accumulation of inventory in the warehouse or the absence of drug inventory, pharmacy managers have difficulty in making decisions for drug procurement, due to factors that must be considered, namely the number of drug item sales, investment and cost allocation. The purpose of this study is to create software with the application of the Pareto ABC method and qualitative optimization which will be one of the considerations in decision making in ordering drugs. In this new system, the number of drug procurements to be ordered is based on 3 values ​​as considerations, namely use value, investment value and critical index value, with reference to the Pareto ABC method having a class level divided into class A with an investment value of 70%, class B 20% and class C 10%, the system will provide recommendations as considerations for the agency in ordering drugs. The function of this research is as a consideration in solving problems and improving the quality of drug procurement. The results of the research are in the form of software for drug procurement decision support systems as a consideration in preparing a strategic ordering plan that supports increasing efficiency, effectiveness and benefits of the agency.
Deep Learning Rnn-Lstm Model For Forecasting Tourist Visits In Yogyakarta Using Bps Time-Series Data Munir, Agus Qomaruddin; Wardani, Ratna; Setiyawan, Ramadhana; Mustofa, Zaenal; Nurkhamid, Nurkhamid
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 6 (2025): JUTIF Volume 6, Number 6, Desember 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.6.5467

Abstract

Tourism is a crucial sector in Indonesia's economic growth, particularly in Yogyakarta, contributing significantly to revenue, job creation, and infrastructure development. However, the COVID-19 pandemic has significantly impacted the tourism industry, making tourist arrival forecasting crucial for effective government policy decision-making. This study aims to predict tourist arrivals in Yogyakarta using deep learning models, specifically the Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) algorithms, chosen for their ability to process time series data and address non-linearity issues. Tourist arrival data from the Yogyakarta Central Statistics Agency (BPS) was used to train and test the model. Model evaluation was conducted using the Root Mean Squared Error (RMSE) metric to measure prediction accuracy. The results show that this model can accurately predict tourist arrival patterns, which can support strategic decision-making regarding the procurement of tourism facilities in Yogyakarta. The impact of this research is to provide practical benefits for local governments and tourism industry players in planning tourism promotion and management strategies. With more accurate predictions, relevant parties can prepare necessary resources and optimize tourism services according to projected visitor numbers.
Pendampingan Guru dalam Pemanfaatan Big Data untuk Optimalisasi Asesmen Pembelajaran di SMP Muhammadiyah Sleman Endang Sri Budi Herawati; Priadi Surya; Zaenal Mustofa
Bima Abdi: Jurnal Pengabdian Masyarakat Vol. 6 No. 1 (2026): Bima Abdi: Jurnal Pengabdian Masyarakat
Publisher : Yayasan Pendidikan Bima Berilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53299/bajpm.v6i1.3493

Abstract

Permasalahan utama yang dihadapi mitra meliputi pengelolaan data asesmen yang masih bersifat manual, belum terintegrasinya sistem asesmen pembelajaran, serta keterbatasan pemahaman guru dalam memanfaatkan data asesmen sebagai dasar pengambilan keputusan pembelajaran. Kegiatan Pengabdian kepada Masyarakat (PkM) ini bertujuan untuk meningkatkan kapasitas guru dalam mengelola asesmen pembelajaran berbasis data melalui pendampingan pemanfaatan big data sebagai bagian dari penguatan manajemen pendidikan modern. Kegiatan dilaksanakan di SMP Muhammadiyah Sleman dengan melibatkan guru, tenaga kependidikan, dan kepala sekolah sebagai mitra sasaran.  Metode pelaksanaan kegiatan menggunakan pendekatan In–On–In, yang meliputi pelatihan awal, pendampingan praktik, serta penguatan dan refleksi. Intervensi dilakukan melalui pelatihan konsep asesmen berbasis data dan pembelajaran mendalam, pendampingan penyusunan perangkat pembelajaran, serta pengembangan dan uji coba Sistem Informasi Manajemen Data Asesmen (SIMDA Sekolah) dan Learning Management System (LMS) berbasis asesmen. Hasil kegiatan menunjukkan adanya peningkatan kompetensi guru dalam memahami dan menerapkan asesmen berbasis data, yang ditunjukkan melalui peningkatan hasil pre–post test serta kemampuan guru dalam menyusun dan mengimplementasikan perangkat pembelajaran berbasis data. Seluruh peserta berhasil menyusun RPP berbasis pembelajaran mendalam dan melakukan simulasi pemanfaatan sistem asesmen digital. Selain itu, pengembangan awal SIMDA Sekolah dan LMS berbasis asesmen memberikan dasar bagi sekolah dalam mengelola data pembelajaran secara lebih terstruktur dan berkelanjutan. Secara keseluruhan, kegiatan PkM ini memberikan kontribusi nyata dalam penguatan kompetensi guru dan kesiapan sekolah dalam mengadopsi manajemen pembelajaran berbasis data. Pendampingan pemanfaatan big data terbukti relevan dan aplikatif untuk mendukung optimalisasi asesmen pembelajaran serta peningkatan mutu pendidikan di sekolah mitra.
Co-Authors Agus Qomaruddin Munir AGUS SUSILO ROMADHON Ahmad Ashifuddin Aqham Ahmad Asifuddin Ahmad Zakiy Ramadhan Al-Khawarizmi, Andi Hakim Arie Atwa Magriyanti Arsito Ari Kuncoro Arsito Ari Kuncoro Bachtiar Aziz Mulki budi hartono Budi Hartono Danang , Danang Danang Danang Danang, Danang Dani Sasmoko Dani Sasmoko Doni Marhab Eka Satria Wibawa Eka Satria Wibawa Eko Siswanto Eko Siswanto Endang Sri Budi Herawati Fahrozi Ar-Ra’afi Febryantahanuji Febryantahanuji Firmansah, Firmansah Hadi Yusuf Hadi Yusuf Haris Ihsanil Huda Iman Saufik Suasana Ismarini Bekti Setiani Jozua Ferjanus Palandi Lina Rahmawati Lukman Hakim Marhab, Doni Maryono, Dicky Maya Utami Dewi Mokhamad Iklil Mustofa Muhammad Resa Arif Yudianto Muhammad Sholikhan Mumpuni, Sesya Dias Nadhir Fachrul Rozam Nur Rina Priyani Mirsa Nurkhamid, Nurkhamid Nurulloh, Ahmat Paulus Hartanto Priadi Surya Rahman, Dzul Fadli Ratna Wardani Rina Arum Prastyanti Rinawan, Rangga Bayu Rini Rhubiyanti Rizky Aji Prasetyo Rohman, M Aguts Sari, Maya Novita Setiyawan, Ramadhana Siswanto, Edy Siti Kholifah Siti Kholifah Somad, Mohamad Ali Sulartopo Sulartopo Sulartopo Sulartopo Sumaryanto Sumaryanto Sumaryanto, Sumaryanto Susilowati, Novi Tika Novita Sari Toni Wijanarko Adi Putra Triyanto Agung Praptono Wibowo Wahyu Efendy Yusuf Wahyu EY Widiyan, Agung Purwa Wiwid Wahyudi Wulan Tri Puji Utami Yuni Astuti Yussi Anggraini Zakariah, Masduki Zulkifli, Aiman Hakim bin