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All Journal Sistemasi: Jurnal Sistem Informasi Jurnal: International Journal of Engineering and Computer Science Applications (IJECSA)
Prabowo, Ardian Adi
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Computer Science & IT Electrical & Electronics Engineering

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Journal : Sistemasi: Jurnal Sistem Informasi

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Comparison of AHP and SAW Methods for Predicting Career Interests of SMAN 1 Karanganyar Demak Students Prabowo, Ardian Adi; Supriyanto, Aji
Sistemasi: Jurnal Sistem Informasi Vol 14, No 2 (2025): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v14i2.5025

Abstract

This study compares the efficacy of the Analytic Hierarchy Process (AHP) and Simple Additive Weighting (SAW) methods in predicting career interests of students at SMAN 1 Karanganyar Demak. The research assesses seven key factors: familial influence, educational engagement, individual capabilities, academic performance, institutional resources, resilience of a career, and academic interests. Results show that AHP prioritizes familial influence (28.94%), individual capabilities (17.10%), and educational engagement (16.23%), while SAW highlights career (15.75%), educational engagement (15.61%), and individual capabilities (14.92%). Both methods achieved an accuracy of 83.02%. Career recommendations were categorized into guidance-intensive cases (AHP: 42.68%; SAW: 46.00%), employment-oriented individuals (AHP: 33.96%; SAW: 32.97%), higher education aspirants (AHP: 12.94%; SAW: 10.06%), and entrepreneurial prospects (AHP: 10.42%; SAW: 10.96%).
Co-Authors Ahmad Fathoni Anjis Sapto Nugroho Dian Kristiawan Nugroho Farooq, Omar