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All Journal INSTITUTIO : JURNAL PENDIDIKAN AGAMA KRISTEN Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI)
Dwi Nina Putri Anakampun
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Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Engineering Social Sciences Other

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Analisis Analisis 5V Big Data pada Internet Archive untuk Pemetaan Evulosi Topik Web (1996-2026) Octavia, Khairida Octavia Ramadhani; Micael Zecsen Saragih; Syuhada Simbolon; Dwi Nina Putri Anakampun
Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Vol. 5 No. 1 (2026): Juni 2026
Publisher : LKP KARYA PRIMA KURSUS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62712/juktisi.v5i1.951

Abstract

Abstract The massive collection of digital artifacts in the Internet Archive and Wayback Machine represents a historical encyclopedia of modern civilization. However, the sheer volume of unstructured data poses challenges in extracting meaningful information, demanding advanced computational analytic approaches. This study aims to demonstrate the architectural evaluation of digital heritage stacks using a comprehensive Big Data 5V framework (Volume, Velocity, Variety, Veracity, Value), designed to map the dynamic trends of web topic evolution over three decades (1996–2026). The methodology relies on 3,000 metadata corpora extracted using K-Means clustering (K=10) with Term Frequency-Inverse Document Frequency (TF-IDF) matrix weighting for text grouping, followed by Apriori association rules
Peran Etika Kristiani Dalam Pembentukan Karakter Mahasiswa Di Era Digital Benedict Sandi Pangestu Rosa; Siti Haliza Zamili; Dwi Nina Putri Anakampun
INSTITUTIO : Jurnal Pendidikan Agama Kristen Vol. 12 No. 1 (2026): INTEGRASI TEOLOGI, ETIKA, KEPEMIMPINAN, DAN TEKNOLOGI MEMBANGUN PAK KONTEKSTUA
Publisher : Institut Agama Kristen Negeri (IAKN) Ambon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51689/frnrr712

Abstract

Abstract: The rapid development of digital technology has significantly influenced students’ lives, both academically and socially. Along with the ease of accessing information and communication, students are also confronted with various ethical challenges that may affect their character formation. This study aims to examine students’ understanding of Christian ethics, analyze its role in character formation, and explore the application of Christian ethical values in digital life. This research employed a quantitative method with a descriptive approach. Data were collected through a questionnaire distributed via Google Forms involving 50 Christian university students. The results indicate that students’ understanding of Christian ethics is categorized as very high. Most respondents reported applying Christian ethical values, such as honesty, responsibility, love, and discipline, in their digital activities. Furthermore, more than 90% of respondents agreed that Christian ethics plays a significant role in shaping students’ character in the digital era. Therefore, Christian ethics is proven to be relevant and contributes positively to the development of students’ character in responding wisely and responsibly to the challenges of digital life.   Keywords: Christian ethics, student character, digital era
Co-Authors Benedict Sandi Pangestu Rosa Micael Zecsen Saragih Octavia, Khairida Octavia Ramadhani Siti Haliza Zamili Syuhada Simbolon