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All Journal Jurnal Komputer Terapan Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer)
Syarif Sihabudin Sahid, Dadang
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Computer Science & IT Decision Sciences, Operations Research & Management

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Implementasi Sistem Informasi Manajemen Perpustakaan Digital M.Zein Berbasis Knowledge Management System Yossica, Yossica; Syarif Sihabudin Sahid, Dadang; Fadilah Najwa, Nina
JURNAL FASILKOM Vol. 15 No. 2 (2025): Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer)
Publisher : Unversitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jf.v15i2.10015

Abstract

Di era digital yang berkembang pesat, perpustakaan modern tidak hanya berperan sebagai pusat layanan informasi, tetapi juga sebagai institusi dinamis yang mampu mengelola dan menyebarkan pengetahuan secara efektif di antara pustakawan dan staf internal. Praktik manajemen pengetahuan saat ini masih terbatas, baik dalam bentuk tacit (pengalaman dan keahlian) maupun explicit (dokumentasi dan pedoman kerja), sehingga sering menimbulkan kehilangan pengetahuan institusional, khususnya saat terjadi pergantian pegawai atau rotasi tugas. Penelitian ini merancang Knowledge Management System (KMS) berbasis web pada perpustakaan digital M. Zein untuk mendukung pengelolaan akreditasi, pelatihan, dokumentasi, kolaborasi, dan berbagi pengetahuan. Pengembangan sistem menggunakan kerangka kerja Knowledge Management System Life Cycle serta menerapkan model SECI (Socialization, Externalization, Combination, Internalization) untuk mentransformasi pengetahuan tacit menjadi explicit, mengintegrasikan informasi dari berbagai sumber, dan menginternalisasikannya dalam praktik kerja. Evaluasi sistem dilakukan menggunakan metode Software Quality Assurance (SQA) sesuai standar ISO 9126 dengan menilai aspek Functionality, Reliability, Usability, dan Efficiency. Hasil pengujian menunjukkan sistem memenuhi seluruh kriteria dengan skor keseluruhan “Sangat Baik.” Sistem ini mampu mengatasi kekurangan dokumentasi dan kehilangan pengetahuan, meningkatkan kolaborasi serta pertukaran pengetahuan, dan memperbaiki efisiensi operasional. Selain itu, sistem ini berpotensi menjadi model manajemen pengetahuan yang adaptif dan berkelanjutan bagi perpustakaan digital di masa depan
ANALISIS FAKTOR DOMINAN KEBERHASILAN AKADEMIK MAHASISWA PENERIMA BEASISWA MENGGUNAKAN PRINCIPAL COMPONENT ANALYSIS Mufidah, Nur; Syarif Sihabudin Sahid, Dadang; Perdana Arifin, Satria; Ari Sandi, Wahyu
Jurnal Komputer Terapan Vol 11 No 2 (2025): Jurnal Komputer Terapan
Publisher : Politeknik Caltex Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35143/jkt.v11i2.6819

Abstract

The academic success of scholarship recipients is not only determined by their academic abilities but also by various non-academic factors that are often difficult to measure objectively. The large number of interrelated indicators presents a challenge in identifying the most dominant factors, especially when these variables exhibit high correlations and lead to data redundancy. This study aims to identify the dominant non-academic factors influencing the academic success of scholarship recipients using Principal Component Analysis (PCA). A total of 262 students completed a questionnaire consisting of 54 non-academic items that had previously undergone validity and reliability testing. PCA was employed to reduce data dimensionality and produced 38 principal components with a cumulative explained variance of 95.08%, indicating effective dimensionality reduction without significant loss of information. The loading matrix analysis revealed that psychological conditions, learning methods, major suitability, learning motivation, and financial conditions were the most dominant contributors to the principal components. These findings provide a more structured understanding of the non-academic factors that should be considered in the development and monitoring of scholarship programs.
Co-Authors Ari Sandi, Wahyu Fadilah Najwa, Nina Mufidah, Nur Perdana Arifin, Satria Yossica, Yossica