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All Journal Teknika Journal of Applied Geospatial Information Sinkron : Jurnal dan Penelitian Teknik Informatika SemanTIK : Teknik Informasi INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Teknologi Sistem Informasi dan Aplikasi JURNAL PENDIDIKAN TAMBUSAI JOURNAL OF SCIENCE AND SOCIAL RESEARCH JOISIE (Journal Of Information Systems And Informatics Engineering) EDUMATIC: Jurnal Pendidikan Informatika Journal of Information Systems and Informatics Jurnal Ilmiah Sains dan Teknologi JATI (Jurnal Mahasiswa Teknik Informatika) Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) JIKA (Jurnal Informatika) Journal of Computer Networks, Architecture and High Performance Computing Jurnal Responsif : Riset Sains dan Informatika Jurnal Info Sains : Informatika dan Sains Journal of Dinda : Data Science, Information Technology, and Data Analytics Jurnal IPTEK Bagi Masyarakat Jurnal Sistem Informasi Bisnis (JUNSIBI) Journal of Information Systems and Technology Research Sistem Pendukung Keputusan dengan Aplikasi Jurnal Sistem Informasi dan Manajemen
Suendri Suendri, Suendri
Program Studi Sistem Informasi, Fakultas Sains dan Teknologi UIN Sumatera Utara Medan
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Library & Information Science Mechanical Engineering Physics Public Health Social Sciences

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PENGEMBANGAN SISTEM INFORMASI AKADEMIK BERBASIS WEB DENGAN INTEGRASI WEB ENGINEERING DAN CONTINUOUS INTEGRATION Marpaung, Adetya Maharani; Suendri, Suendri
JOISIE (Journal Of Information Systems And Informatics Engineering) Vol 9 No 2 (2025)
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/joisie.v9i2.5098

Abstract

Dengan perkembangan teknologi informasi, lembaga pendidikan harus lebih efisien dalam mengelola data akademik. Pengelolaan data akademik seperti pengolahan nilai, dan presensi masih masih belum optimal karena sistem sebelumnya belum terintegrasi. Metode Web Engineering dan metode Continuous Integration (CI) digunakan dalam penelitian ini untuk menciptakan sistem informasi akademik berbasis web. Web Engineering memberikan kerangka kerja yang terstruktur untuk desain dan pengembangan sistem, dan CI memastikan bahwa integrasi dan pembaruan sistem dapat dilakukan secara otomatis dan stabil. Analisis kebutuhan, perancangan sistem, pengembangan, pengujian, dan implementasi adalah metode penelitian. Sistem ini dikembangkan menggunakan Codeigniter, dengan otomasi pipeline melalui GitHub Actions dan containerisasi menggunakan Docker. Hasil implementasi menunjukkan bahwa sistem ini dapat meningkatkan efisiensi administrasi akademik, mengurangi kesalahan input, dan mempercepat akses pengguna ke informasi. Hasil coba internal dapat menghemat waktu yang sebelumnya memakan waktu ±10 menit, kini hanya membutuhkan waktu 2 menit dengan estimasi efesiensi sebesar 30%. Sistem dapat tetap stabil dan siap di-update tanpa downtime berkat penggunaan CI. Penelitian ini berkontribusi pada pengembangan sistem informasi pendidikan dengan menggunakan pendekatan kontemporer. Penelitian ini memberikan pendekatan praktis dalam pengembangan sistem informasi akademik berbasis CI.
Rancang Bangun E- Commerce Toko Ainun Tas Menggunakan Metode Economic Order Quantity dan Perilaku Konsumen Berbasis Web Utami, Lola Citra; Suendri, Suendri; Sibarani, Fathiya Hasyifah
Jurnal Ilmiah Sains dan Teknologi Vol. 9 No. 2 (2025): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5555/3a64v512

Abstract

Ainun Bag Store is a fashion retail business specializing in the sale of high-quality women’s bags, both locally made and imported, at affordable prices. However, the store still relies on manual systems for managing operations, marketing, transactions, and inventory. Customers are required to visit the store directly to make purchases, and all transaction records are manually written in physical ledgers. This conventional method has several limitations, such as inefficient inventory management, potential human error, and a lack of accessible sales data. Additionally, consumer behavior—such as satisfaction with service—has a direct impact on sales performance. This study aims to design and develop a web-based e-commerce platform for Ainun Bag Store by applying the Economic Order Quantity (EOQ) method and Consumer Behavior Analysis. The EOQ method is implemented to optimize stock levels and reduce storage costs, while Consumer Behavior Analysis is used to understand customer preferences and improve overall satisfaction. 
Academic Monitoring Information System Using Task Centered System Design Method Based On Web Haliza, Nur; Suendri, Suendri
Indonesian Journal of Data Science, IoT, Machine Learning and Informatics Vol 5 No 2 (2025): August
Publisher : Research Group of Data Engineering, Faculty of Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20895/dinda.v5i2.2030

Abstract

Manual academic monitoring systems at SMA Swasta Teladan Cinta Damai present several challenges, such as delayed information delivery, data entry errors, and lack of transparency in academic records. This study aims to design and develop a web-based Academic Monitoring Information System using the Task Centered System Design (TCSD) approach, which focuses on the actual needs and tasks of users such as teachers, students, and parents. The system is developed using PHP as the programming language and MySQL as the database, and follows the Waterfall development model, which includes stages such as requirements analysis, system design, implementation, and testing. The results show that the system can present academic information in real time, improve monitoring efficiency, and facilitate access to information for all stakeholders. With its intuitive interface and task-oriented features, this system provides a digital solution that enhances the quality of academic management in the school environment.
Machine Learning-Based Naïve Bayes Classification of Pineapple Productivity: A Case Study in North Sumatra Suendri, Suendri; Aprilia, Rima; Br. Rambe, Ramadiani; Zakaria, Nur Haryani
INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Vol 9 No 2 (2025): August 2025
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/intensif.v9i2.24034

Abstract

Background: Pineapple is a major agricultural commodity in Indonesia, especially in North Sumatra, where increasing demand calls for improved productivity. Although machine learning has been widely applied in agriculture, most prior studies on pineapple focus on fruit quality assessment or employ complex, less interpretable models, leaving a gap in lightweight and practical approaches for productivity classification. Objective: This study aims to evaluate the novelty and effectiveness of the Naïve Bayes algorithm in classifying pineapple productivity based on agronomic characteristics, addressing the underexplored use of this method for productivity prediction in pineapple cultivation. Methods: A descriptive quantitative approach was applied using secondary data from the Labuhan Batu Agricultural Extension Center, consisting of 52 records with seven agronomic parameters. The dataset was divided into 31 training and 21 testing samples, and the Naïve Bayes model was implemented using RapidMiner 7.1, with performance measured by accuracy. The small dataset size is recognized as a limitation that may affect generalizability. Results: The Naïve Bayes model achieved an accuracy of 86.67%, effectively distinguishing between productive and unproductive pineapples and demonstrating its suitability for agricultural classification tasks even with limited data. Conclusion: This study highlights the novelty and practicality of applying Naïve Bayes for pineapple productivity classification, offering an interpretable and computationally efficient alternative to more complex models. Future work should address dataset limitations by incorporating larger and more diverse samples and exploring hybrid or ensemble approaches to further enhance performance and support precision agriculture.
PENGEMBANGAN SISTEM INFORMASI AKADEMIK PADA SMP NEGERI 3 TANAH PUTIH MENGGUNAKAN FRAMEWORK LARAVEL Lestari, Dea; Suendri, Suendri; Sibarani, Fathiya Hasyifah
Jurnal Sistem Informasi Bisnis (JUNSIBI) Vol. 6 No. 1 (2025): Jurnal Sistem Informasi Bisnis (JUNSIBI)
Publisher : Program Studi Sistem Informasi Institut Bisnis dan Informatika (IBI) Kosgoro 1957

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55122/junsibi.v6i1.1534

Abstract

Kemajuan teknologi informasi yang pesat telah mengubah berbagai bidang, termasuk sektor pendidikan, di mana kebutuhan akan informasi yang akurat dan cepat sangat penting. Di SMP Negeri 3 Tanah Putih, pengolahan data akademik masih dilakukan secara manual dan menggunakan aplikasi perkantoran yang memiliki banyak keterbatasan, seperti risiko kehilangan data dan ketidaksinkronan antar file. Untuk mengatasi permasalahan ini, maka dilakukanlah penelitian yang bertujuan untuk merancang dan mengembangkan Sistem Informasi Akademik berbasis web menggunakan framework Laravel. Laravel dipilih karena kemudahan penggunaannya, fitur-fitur yang kaya, serta fleksibilitas dalam pengembangan aplikasi web. Sistem ini diharapkan mampu mengelola data akademik seperti data siswa, guru, kelas, nilai, dan absensi secara efektif, sehingga meningkatkan efisiensi pengelolaan data di sekolah. Hasil penelitian menunjukkan bahwa implementasi Sistem Informasi Akademik berbasis web ini mampu meningkatkan efisiensi pengelolaan data, memudahkan akses bagi berbagai pihak, serta mendukung tercapainya tujuan pendidikan dan peningkatan kualitas layanan di SMP Negeri 3 Tanah Putih.
Co-Authors Abdul Halim Hasugian Ali Ikhwan Aninda Muliani Anthira, Najla Apipah, Nur Beni Frandian Br. Rambe, Ramadiani Damanik, Arya Pratama Eka Susanti Elvionita, Siska fatimah Fatimah Gunawan Gunawan Haliza, Nur Hartono, Agung Hasibuan, Agung Setiawan Heri Santoso Hibrizi, Muhammad Naufal Fathin Kamil, Muhammad Alif Lestari, Dea Marpaung, Adetya Maharani Muhamad Alda Muhammad Dedi Irawan Nanda Novita, Nanda Nasution, Adnan Buyung Novia, Putri Rahma Pertiwi, Elsa Purba, Pria Mitra Purnama, Retno Ayu Puspa Ramadhani Raissa Amanda Putri Rambe, Siska Mayasari Rijal, Mhd. Nanda Khairul Rima Aprilia Ritonga, Jelita Samsudin Samsudin Samsudin, Samsudin Sari, Fani Panca Siagian, Andika Fadilla Sibarani, Fathiya Hasyifah Sibuea, Grase Latifah Sinaga, Imam Adlin Sri Wahyuni Syafitri, Siti Syahfitri, Amalia Syahputra, Naldi Syauqi, Syifa Triase Triase, Triase Uliani, Ika Utami, Lola Citra Yudhanata, Ridho Dwi Zakaria, Nur Haryani