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All Journal Dharmakarya : Jurnal Aplikasi Ipteks Untuk Masyarakat JMM (Jurnal Masyarakat Mandiri) JOISIE (Journal Of Information Systems And Informatics Engineering) Jurnal Teknologi Dan Sistem Informasi Bisnis Journal of Applied Engineering and Technological Science (JAETS) Indonesian Journal of Electrical Engineering and Computer Science Jurnal Pengabdian kepada Masyarakat Nusantara Journal of Applied Data Sciences Majalah Ilmiah UPI YPTK Journal of Computer Scine and Information Technology Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Jurnal Ekonomika Dan Bisnis Jurnal Komtekinfo Sistem Pendukung Keputusan dengan Aplikasi Jurnal Pengabdian Masyarakat Dharma Andalas SATIN - Sains dan Teknologi Informasi The Indonesian Journal of Computer Science CSRID
Febri Hadi
Universitas Putra Indonesia YPTK Padang
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Public Health Social Sciences Other

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Hybrid Decision Support System and Image Processing for Classifying Priority Applications in the Padang Government Agung Ramadhanu; Mardison; Halifia Hendri; Febri Hadi; Dodi Guswandi; Deri Marse Putra; Romi Hardianto; Syafrika Deni Rizki
CSRID (Computer Science Research and Its Development Journal) Vol. 18 No. 1 (2026): Februari 2026
Publisher : LPPM Universitas Potensi Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22303/csrid-.18.1.2026.178-191

Abstract

The development of e-government has encouraged every Regional Apparatus Organization (OPD) within the Padang City Government to submit various digital applications to improve the quality of public services. However, the large number of applications often creates challenges in determining priorities, primarily due to limited resources and budgets. This research aims to design a Hybrid Decision Support System (DSS) that combines the WASPAS (Weighted Aggregated Sum Product Assessment) method and the development of the K-Means Clustering method to provide a more objective and measurable priority classification. The WASPAS method is used to provide a ranking of alternatives based on predetermined criteria, such as urgency of need, service impact, funding availability, and alignment with the regional strategic plan. Next, the K-Means algorithm is applied to group the calculation results into several priority classes, ranging from the most urgent to the least urgent. As an innovation, this research also utilizes image processing techniques to visualize the K-Means classification results, allowing for a more intuitive and easily understood presentation of priority grouping patterns for decision-makers. In this research, data were collected from 52 OPDs within the Padang City Government as a case study. The test results show that the hybrid DSS approach combining WASPAS and K-Means successfully produces priority scale classification with an accuracy level of 94.75%, which demonstrates consistency and accelerates the application evaluation process at OPDs. Integration with image processing for visualization of clustering results also successfully helps clarify data interpretation and facilitates analysis. Thus, this system is expected to support more effective, transparent decision-making in accordance with the principles of electronic-based governance in Padang City.
Implementasi Metode Vikor dalam Penerimaan Beasiswa Kurang Mampu pada SMA N 5 Padang Hena Utami Putri Paisal; Febri Hadi; Nurmaliana Pohan
Sistem Pendukung Keputusan dengan Aplikasi Vol 3 No 2 (2024)
Publisher : Ali Institute or Research and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55537/spk.v3i2.931

Abstract

Metode VIKOR (VIĊĦekriterijumsko KOmpromisno Rangiranje) merupakan teknik pengambilan keputusan multi-kriteria yang cocok untuk seleksi penerima beasiswa karena mempertimbangkan banyak kriteria sekaligus. Dalam penerapannya di SMA N 5 Padang untuk penyeleksian beasiswa kurang mampu, langkah awal adalah mengidentifikasi kriteria penilaian seperti nilai akhir raport, jumlah tanggungan keluarga, kepemilikan rumah, dan penghasilan orang tua. Setelah data dinormalisasi dan bobot kriteria ditentukan, indeks preferensi (S, R, Q) dihitung untuk menentukan peringkat setiap calon. Calon dengan indeks terendah dianggap terbaik dan hasil ini divalidasi sebelum implementasi. Pendekatan VIKOR memastikan keputusan yang efisien, objektif, dan proporsional sesuai kriteria yang ditetapkan.
Co-Authors Agung Ramadhanu Ariandi, Vicky Aulia Fitrul Hadi Defra Irawan Deri Marse Putra Devia Kartika Dheatri Agrema Dodi Guswandi Eliza Eliza Erdian, Muhammad Habib Febri Aldi Firna Yenila Gema, Rima Liana Gushelmi Hadi Syahputra Hadi Syahputra Hadi, Meswantri Halifia Hendri Harma, Wahri Hena Utami Putri Paisal Heri yanto irawan, Defra Irzal Arif Wisky Iskandar Fitri Larissa Navia Rani, Larissa Liga Mayola Lusinia, Shary Armonitha Mardison Mardison Mardison Meswantri, Meswantri Meta, Monanda Rio Muhammad Afdhal Nadya Alinda Rahmi Pohan, Nurmaliana Pradani Ayu Widya Purnama Prayogi Wicaksana Rahman, Sepsa Nur Randy Permana Rizky Rianda Romi Hardianto Sarjon Defit Satria Yulanda Sofika Enggari Sumijan Syafri Arlis Syafrika Deni Rizki Wulan Ayu Safitri yanto, heri Yanto, Musli Yogi Wiyandra Yuhandri Yuhandri, Yuhandri Yusvi Diana Zefriyenni Zefriyenni, Zefriyenni