Dede Sandi
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Klasifikasi Opini Dengan Menggunakan Algoritma K-Nearest Neighbor Pada Berita Vaksinasi Di Twitter Dede Sandi
NUANSA INFORMATIKA Vol 16, No 1 (2022)
Publisher : FKOM UNIKU

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (38.354 KB) | DOI: 10.25134/nuansa.v16i1.5343

Abstract

As technology develops so rapidly in collecting data, it results in a huge pile of data. Through the amount of data, so it becomes a necessity to take advantage of the data. The use of data is of course aimed at receiving crucial news from the data patterns formed. Data that can be used can be obtained from social media, one of which is Twitter. Twitter is a social media that has approximately 50 million users in Indonesia. With so many users in Indonesia, it can be utilized in the use of a lot of data as well. To get the data, one of the algorithms is K-Nearest Neighbor Classifier or KNN. The KNN work system is to calculate the closest distance from the test record to the test record using the test scenario method. The result of the KNN process is the shortest distance from the test record to the test record of K as needed.
Pemanfaatan Teknologi Networking Komputer sebagai Penunjang Efisiensi Manajemen Pondok Pesantren di Pondok Pesantren Modern Darel Azhar Muhammad Najhan Tsaani; Nanang Nanang; Dwi Fitria Alfiani; Najwa Masayu Azzahra; Yasin Kamil; Septiano Alvian Ismau; Dede Sandi; Muhamad Lutfi Azizan; Pascal Ismail
Nusantara: Jurnal Pengabdian kepada Masyarakat Vol. 6 No. 2 (2026): Mei : NUSANTARA Jurnal Pengabdian Kepada Masyarakat
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/nusantara.v6i2.8199

Abstract

The development of information technology requires educational institutions to adapt so that administrative processes and internal management can run more effectively and efficiently. Islamic boarding schools as modern Islamic educational institutions are also not exempt from this need. This Community Service Program (PKM) aims to optimize computer networks and improve the understanding of pesantren staff regarding folder sharing systems, printer sharing, and data management ethics at Pondok Pesantren Modern Darel Azhar, Rangkasbitung, Banten. Implementation methods include initial observation, network design and installation, material delivery and training, data sharing system implementation, and technical evaluation. The results show that the pesantren now has a more organized, stable, and optimally utilized local area network (LAN). In addition, administrative staff gained a better understanding of computer network basics, data sharing systems, and digital data management ethics. This activity has a positive impact on the efficiency of pesantren administrative management and can serve as a model for implementing computer network technology in modern pesantren environments.