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PREDIKSI KELULUSAN MAHASISWA PROGRAM STUDI TEKNOLOGI INFORMASI UNIVERSITAS DARMA PERSADA DENGAN MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE DAN DECISION TREE Badria, Badria; Afifa, Linda Nur
Jurnal Sains & Teknologi Fakultas Teknik Universitas Darma Persada Vol. 14 No. 1 (2024): Jurnal Sains & Teknologi
Publisher : Fakultas Teknik Universitas Darma Persada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70746/jstunsada.v14i1.504

Abstract

Penelitian ini mengembangkan sistem prediksi kelulusan yang digunakan untuk mengetahui hasil prediksi dengan mudah dan tepat dengan menerapkan metode klasifikasi. Lokasi penelitian ini adalah Program Studi Teknologi Informasi Universitas Darma Persada dengan menerapkan algoritma Support Vector Machine. Dalam melakukan prediksi terdiri dari beberapa kriteria yang sudah ditetapkan seperti persentase kehadiran, riwayat tagihan mahasiswa semester 1 hingga semester 4 serta Indeks Prestasi Semester (IPS) 1 hingga 4. Dengan menerapkan metodologi yang mencakup proses mengumpulkan data, pemodelan, evaluasi serta mengimplementasi model prediksi. Penelitian ini mendapatkan hasil bahwa algoritma SVM memberikan kinerja yang baik dalam kelulusan mahasiswa dengan tingkat akurasi yang tinggi yaitu 97%. Dalam menerapkan model prediksi ini, diharapkan pihak universitas dapat bertindak aktif dalam peningkatan keberhasilan akademik mahasiswa serta bertindak dalam pengurangan tingkat Drop Out mahasiswa. Hal tersebut dapat membantu dalam meingkatkan kualitas pendidikan dan akreditasi Universitas Darma Persada.
Analysis of the Impact of Machinery and Equipment Assistance on the Income of Furniture and Handicraft SMEs in Palu City Badria, Badria; Jaya, Andi Herman; Sading, Yunus; Yunus, Rita; Cicilia, Vera Sri Endah
Jurnal Ekonomi Kreatif dan Manajemen Bisnis Digital Vol 4 No 1 (2025): AGUSTUS
Publisher : Transpublika Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55047/jekombital.v4i1.974

Abstract

Small and Medium Enterprises or commonly referred to as SME are production activities for goods used in daily human life. Production activities in this industry can serve as a means of employment absorption in a relatively short time and open job opportunities in a broader field. This study aims to determine the impact of machinery and equipment assistance on the income of SME Furniture and Crafts in Palu City. The research method used is quantitative research with a descriptive approach. The data collection method used is data obtained directly from respondents and data obtained from the Trade and Industry Office of Palu City. The analysis technique uses the Paired Sample t-Test. The results of this study show that the provision of machinery and equipment assistance from the government has a positive effect on the income of SME Furniture and Crafts.
INTEGRATION OF INNOVATION AND TRADITION: COMPETITIVE ADVANTAGES OF ISLAMIC BOARDING SCHOOLS IN THE WORLD OF EDUCATION Alfin, Vian Miati; Zakiyah, Kuni; Badria, Badria; Elsanda, Elit; Muslifah, Muslifah; Husna, Ilaika Samaul
PROCEEDING OF INTERNATIONAL CONFERENCE ON EDUCATION, SOCIETY AND HUMANITY Vol 2, No 2 (2024): Third International Conference on Education, Society and Humanity
Publisher : PROCEEDING OF INTERNATIONAL CONFERENCE ON EDUCATION, SOCIETY AND HUMANITY

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

Abstract

This research aims to analyze how Islamic boarding schools have succeeded in integrating religious education traditions with modern innovations in order to maintain the relevance of their education in the digital era. Islamic boarding schools, which are known for their yellow book-based teaching systems and deep understanding of the Islamic religion, are now faced with the challenge of maintaining the authenticity of traditions while accommodating technological developments. The main findings of this research show that Islamic boarding schools not only maintain traditional teaching methods, but also adopt modern educational technology innovations, such as the use of digital platforms (WhatsApp, Zoom) to expand the reach and flexibility of learning, without reducing the face-to-face interactions that are essential in Islamic boarding school education. Other innovations are also implemented in the operational management of Islamic boarding schools through digital systems for data management, finances and internal activities, which increase efficiency and transparency. This research also highlights the role of Islamic boarding schools in preserving Islamic culture and local traditions, by utilizing technology to document and promote this culture to a wider audience. Overall, this research shows that the integration of innovation and tradition in Islamic boarding schools allows them to remain relevant as educational institutions and centers for preserving Islamic culture that are adaptive to current developments.