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Rahayu, Mina Ismu
STMIK Bandung
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Sistem Informasi Pengolahan Nilai Raport PAUD Menggunakan Metode Naïve Bayes Berbasis Web Mina Ismu Rahayu; Ai Tya Santiatul Fuadi; Dani Pradana Kartaputra
Jurnal Bangkit Indonesia Vol 14 No 2 (2025): Bulan Oktober 2025
Publisher : LPPM Sekolah Tinggi Teknologi Indonesia Tanjung Pinang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52771/bangkitindonesia.v14i2.469

Abstract

The report card processing system at PAUD Zamaitul Manan is still carried out manually using handwriting, which requires a long time and has thepotential to cause errors in recording. This study aims to develop a web-based PAUD report card processing information system using the NaïveBayes method to classify and describe student development. The system development method uses the Waterfall model with analysis, design,implementation, and testing stages. The Naïve Bayes method is used to classify children's development achievements into four categories: Not YetDeveloped (BB), Starting to Develop (MB), Developing as Expected (BSH), and Very Well Developed (BSB). The system is built using PHP as aprogramming language, MySQL as a database management system, and the CodeIgniter framework. Test results using the Black Box methodshow that all system functions work well. The system successfully speeds up the value processing process, increases recording accuracy, andprovides automatic descriptions of child development based on Naïve Bayes classification results.
Pembaruan Aplikasi Pendaftaran Mahasiswa Baru Stmik Bandung Menggunakan Siklus SPA (Single Page Application) Linda Apriyanti; Mina Ismu Rahayu; Ade Winarni; Febriansyah Riki Setiadi
Bangkit Indonesia Vol. 14 No. 2 (2025): (April-October) Bangkit Indonesia
Publisher : LPPM STT Indonesia Tanjung Pinang

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Abstract

Along with the advancement of information and communication technology, particularly internet and web technologies, STMIK Bandung has implemented an Information System for New Student Admissions (PMB). Although this system has provided various benefits, the lack of separation between the Front-End and Back-End code structures in the current PMB application has led to limitations in scalability and performance optimization. When traffic increases, it becomes difficult to scale the Back-End infrastructure without affecting Front-End performance. As a solution, the development of a PMB system based on the Single Page Application (SPA) architecture is proposed. SPA enables a website to load only the necessary components based on user interactions instead of reloading the entire page, significantly improving speed and responsiveness. The software development methodology used in this project is Agile. By implementing SPA, STMIK Bandung can optimize user experience, enhance system stability, and simplify the software development and maintenance process. The research results show that the implementation of SPA not only modernizes the PMB system but also increases efficiency and convenience for users.
Sistem Informasi Pengolahan Nilai Raport PAUD Menggunakan Metode Naïve Bayes Berbasis Web Mina Ismu Rahayu; Ai Tya Santiatul Fuadi; Dani Pradana Kartaputra
Bangkit Indonesia Vol. 14 No. 2 (2025): (April-October) Bangkit Indonesia
Publisher : LPPM STT Indonesia Tanjung Pinang

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

Abstract

The report card processing system at PAUD Zamaitul Manan is still carried out manually using handwriting, which requires a long time and has thepotential to cause errors in recording. This study aims to develop a web-based PAUD report card processing information system using the NaïveBayes method to classify and describe student development. The system development method uses the Waterfall model with analysis, design,implementation, and testing stages. The Naïve Bayes method is used to classify children's development achievements into four categories: Not YetDeveloped (BB), Starting to Develop (MB), Developing as Expected (BSH), and Very Well Developed (BSB). The system is built using PHP as aprogramming language, MySQL as a database management system, and the CodeIgniter framework. Test results using the Black Box methodshow that all system functions work well. The system successfully speeds up the value processing process, increases recording accuracy, andprovides automatic descriptions of child development based on Naïve Bayes classification results.
Co-Authors Ade Winarni Ade Winarni Adis Sonjaya Agus Soepriadi Agus Soepriadi Ai Tya Santiatul Fuadi Amelia Rahayu Dwi Putri Andi Muh. Syahrul Anjar Ahmad Nurjaman Anwar Nasihin Ari Subagja Ari Sundana Arief Rahman Putra Azis Erdiyana Dani Pradana Kartaputra Dedy Apriadi Erfizal Fikri Yusmansyah Ez Nurjamil Faiqunisa Faiqunisa Faiqunisa Faiqunisa Faiqunisa Faiqunnisa Faiqunnisa Fauzi Tsani Zhafran Febriansyah Riki Setiadi Herna Gunawan Hidayatullah, Ardiansyah Putra Ilham Doni Waluya Ilham Doni Waluya Jayusman, Yus Kalam Hada Pratama Kamaludin Kamaludin Linda Apriyanti Mahendri Winata Melly Desnia Mira Kasegrina Siregar Muhamad Rizaludin Muhammad Handy Risyandi Murlinah Murlinah Nazar Muhammad Suseno Neng Sri Lathifah Zulfa Nisa Indriya Rahayu Novita Siti Julaeha Nugraha Nurul Hikmah Rafika Dewi Rahmat Jaenal Rini Nuraini Sukmana Rizky Irmawan Rizky Irmawan Rahayu Robby Herdiyansah Sukmana, Rini Nuraini Suprijadi Suprijadi Suprijadi Suprijadi Wisnu Ramdhani Yus Jayusman