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Improving K-Means Clustering Accuracy for Academic Success Investigation With Extreme Gradient Boosting Algorithm Darmayanti, Irma; Adhimah, Laily Farkhah; Sadewo, Rizki; Hidayati, Nurul; Subarkah, Pungkas
Indonesian Journal of Artificial Intelligence and Data Mining Vol 7, No 1 (2024): March 2024
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v7i1.26657

Abstract

Human Resources (HR) has a very important role in the development of the nation, so to improve the quality of human resources, education is needed. Education has a role in developing science, disseminating, socializing, and applying it. So that education is one of the important factors in advancing a nation. However, there are still many challenges in achieving quality education, especially in developing countries such as Indonesia, such as parental education level, socioeconomic status, and environmental conditions can also affect the quality of education and students' opportunities for academic success. The research methods used in this research are problem identification, data collection, data analysis, and evaluation. The results in this study are an increase in accuracy of 38.55% from the difference in the K-Means accuracy value of 14% resulting from the David Bounded Index and the use of the extreme gradient adaboost algorithm.
PEMANFAATAN TEKNOLOGI WORDPRESS UNTUK MENINGKATKAN LITERASI DIGITAL SISWA Darmayanti, Irma; Hermanto, Nandang; Mustofa, Dinar; Sadewo, Rizki; Adhimah, Laily Farkhah; Nurhafiyah, Isti
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 7, No 4 (2023): December
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v7i4.19220

Abstract

ABSTRAKBangsa yang besar ditandai dengan masyarakatnya yang literat, yang memiliki peradaban tinggi, dan aktif memajukan masyarakat dunia. Sebagai bangsa yang besar, Indonesia harus mampu mengembangkan budaya literasi. Namun, hasil observasi dan wawancara yang dilakukan tim pengabdi di SMK Bakti Purwokerto. Salah satu dampak belajar daring adalah menurunnya minat baca dikalangan siswa. Adanya kecanduan terhadap konten-konten hiburan juga sebagai salah satu pemicu menurunnya pengunjung perpustakaan sekolah. Selain itu pola siswa cenderung serba ingin instan dan ingin cepat membuat dominanya budaya tutur (lisan) daripada budaya baca. Melihat kecenderung siswa saat ini cenderung yang bergantung pada teknologi informasi dan komunikasi. Untuk itu pengabdi berupaya untuk membuat inovasi pada kegiatan literasi dengan mengadakan “pelatihan pemanfaatan teknologi Wordpress” sebagai upaya pengenalan literasi digital. Metode  pembelajaran berbasis proyek dilakukan selama pelatihan dimana siswa belajar untuk membuat situs blog pribadi sebagai wujud apresiasi diri. Dari kegiatan pelatihan yang berlangsung 75% siswa menginginkan kegiatan pelatihan Wordpress dapat kembali dilakukan. Kata kunci: digital; literasi; pelatihan; worpress. ABSTRACTA great nation is characterized by its literate people, who have a high civilization, and are active in advancing the world community. A great nation is characterized by a literate society, which has a high civilization, and actively advances the world community. As a great nation, Indonesia must be able to develop a culture of literacy. However, the results of observations and interviews conducted by the team at SMK Bakti Purwokerto. One of the impacts of online learning is the declining interest in reading among students. The addiction to entertainment content is also one of the triggers for the decline in school library visitors. In addition, the pattern of students tends to want to be instant and want to quickly make the dominance of speech culture (oral) rather than reading culture. Seeing the tendency of students today to depend on information and communication technology. For this reason, pengabdi strives to make innovations in literacy activities by holding "Wordpress s technology utilization training" as an effort to introduce digital literacy. From the training activities that took place, 75% of students wanted Wordpress s training activities to be carried out again.r, Indonesia must be able to develop a culture of literacy. However, the results of observations and interviews conducted by the team at SMK Bakti Purwokerto. One of the impacts of online learning is the decline in interest in reading among students. The addiction to entertainment content is also one of the triggers for the decline in library visitors. Keywords: literacy; digital; worpress; training.