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ANALISIS DATA EKONOMI DAN KEUANGAN PUBLIK DI INDONESIA MENGGUNAKAN METODE DATA MINING Nabila Putri Candra; Salsa Nabila; Intra Sepriansa; Serina Admi Yuliana; Okta Irawati
Journal of Research and Publication Innovation Vol 3 No 3 (2025): JULY
Publisher : Journal of Research and Publication Innovation

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Abstract

Penelitian ini menggabungkan empat studi kasus dalam analisis data publik Indonesia menggunakan pendekatan data mining. Tujuan dari penelitian ini adalah mengeksplorasi pola tersembunyi dari data nyata yang mencakup penyerapan anggaran kementerian tahun 2012, perkembangan UMKM periode 2015–2018, struktur penggajian di Direktorat Jenderal Pajak, serta saham sektor perbankan dalam indeks LQ45. Metode yang digunakan meliputi K-Means Clustering untuk pengelompokan berdasarkan kemiripan fitur, serta Decision Tree untuk klasifikasi efektivitas penyerapan anggaran. Dataset diperoleh dari sumber resmi seperti Seknas FITRA, Kementerian Keuangan, BPS, dan Bursa Efek Indonesia. Hasil analisis menunjukkan bahwa pendekatan data mining mampu mengelompokkan entitas berdasarkan karakteristik dominan, serta menemukan segmentasi yang relevan untuk mendukung pengambilan kebijakan berbasis data. Temuan ini menegaskan pentingnya pemanfaatan data mining dalam menganalisis data publik secara komprehensif dan efisien.
PERANCANGAN DAN IMPLEMENTASI ABSENSI ELEKTRONIK BERBASIS RFID UNTUK APARATUR KELURAHAN NEGLASARI Haris Usman; Salim Maula Amrullah; Abdur Rosyid Amrullah; Andrianto; Danang Ardiansyah; Intra Sepriansa; Manzis Ilham Maulana; Muhamad Hariri Fadilah; Rivaldi Pratama Kurnia; Salsa Nabila; Intan Kumalasari
Abdi Jurnal Publikasi Vol. 4 No. 2 (2025): November
Publisher : Abdi Jurnal Publikasi

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The manual attendance system still in use often creates various problems, such as delayed recording, inaccurate attendance data, and the potential for manipulation. These issues hinder the optimal monitoring of discipline among officials in Neglasari Urban Village. This community service activity aims to design and implement an RFID-based electronic attendance system as a faster, more effective, and more accurate alternative. The implementation process included identifying user needs, designing the hardware and software, installing the device, conducting system trials, and carrying out evaluations with the village officials. The results indicate that the RFID system is capable of accelerating the attendance recording process, providing more accurate data, and generating easily accessible automatic recaps. Users also reported that this system is more efficient than the previous method. Therefore, the implementation of RFID has proven to support improved discipline and transparency in managing attendance records for village officials.
TRANSFORMASI DIGITAL DAN SISTEM INFORMASI: STRATEGI, TANTANGAN, DAN IMPLEMENTASI DALAM KONTEKS BISNIS MODERN Serina Admi Yuliana; Nabila Putri Candra; Salsa Nabila; Intra Sepriansa; Alif Azhar; Ines Heidiani Ikasa
Journal of Research and Publication Innovation Vol 3 No 4 (2025): OCTOBER
Publisher : Journal of Research and Publication Innovation

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Abstract

Digital transformation has become a strategic necessity for companies seeking to survive and remain competitive in the modern business era. This study aims to analyze the role of information systems in supporting digital transformation, review the readiness of information technology architecture, identify key challenges such as the digital divide and ethical issues, and evaluate e-commerce strategies as part of digital implementation. The research employs a qualitative method through a literature study. The findings indicate that information systems serve as the foundation for business process integration and data-driven decision-making. An adaptive and agile IT architecture is a crucial prerequisite for addressing rapid technological changes. The main challenges include limited access to technology, low levels of digital literacy, cybersecurity risks, and data privacy concerns. Meanwhile, e-commerce has proven effective in expanding market reach and improving business efficiency when supported by appropriate digital marketing strategies and optimal customer data management. The study concludes that the success of digital transformation is determined by organizational readiness, leadership support, workforce competency development, and strong technology governance.