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All Journal Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer)
Hakim, Mursyalina
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Computer Science & IT Decision Sciences, Operations Research & Management

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Penerapan Metode TOPSIS dalam Penentuan Kelayakan Penerima Beasiswa KIP Handayani, Fitri; Azim, Fauzan; Hakim, Mursyalina
JURNAL FASILKOM Vol. 16 No. 2 (2026): 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.v16i2.11999

Abstract

The selection of Kartu Indonesia Pintar (KIP) scholarship recipients requires an objective and systematic decision-making process because it involves multiple social and economic criteria. Manual selection may cause inaccurate targeting due to subjective assessment. This study applies the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method to determine the eligibility of KIP scholarship recipients at Universitas Muhammadiyah Pringsewu and evaluates the conformity of the ranking results with actual recipient data using Spearman Rank Correlation. The data consist of 940 KIP scholarship applicants that were cleaned, encoded, and transformed into sixteen decision criteria. Entropy weighting was used to obtain objective criterion weights, followed by TOPSIS calculation to produce preference values and rankings. The results show that TOPSIS recommended 524 of 540 actual recipients, with a decision conformity percentage of 97.04%. The Spearman correlation coefficient reached 0.8479 with a very small p-value, indicating a very strong and significant relationship between TOPSIS rankings and actual data. These findings indicate that TOPSIS is reliable for supporting targeted KIP scholarship selection.
Co-Authors Fauzan Azim Fitri Handayani