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All Journal Sinkron : Jurnal dan Penelitian Teknik Informatika Computatio : Journal of Computer Science and Information Systems Faktor Exacta JURNAL INSTEK (Informatika Sains dan Teknologi) Jurnal Nasional Komputasi dan Teknologi Informasi The IJICS (International Journal of Informatics and Computer Science) JURIKOM (Jurnal Riset Komputer) STRING (Satuan Tulisan Riset dan Inovasi Teknologi) EDUMATIC: Jurnal Pendidikan Informatika Building of Informatics, Technology and Science JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) TIN: TERAPAN INFORMATIKA NUSANTARA RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI Journal of Informatics Management and Information Technology KLIK: Kajian Ilmiah Informatika dan Komputer Journal of Academia Perspectives Jurnal Informatika Dan Tekonologi Komputer (JITEK) Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer (JURITEK) Prioritas : Jurnal Pengabdian Kepada Masyarakat Journal of Computing and Informatics Research Jurnal Publikasi Teknik Informatika (JUPTI) Journal of Informatics, Electrical and Electronics Engineering Bulletin of Informatics and Data Science Jurnal Informatika: Jurnal Pengembangan IT Bulletin of Artificial Intelligence Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) Aksi Kita: Jurnal Pengabdian Kepada Masyarakat International Journal of Informatics and Data Science
Erlin Windia Ambarsari
Program Studi Teknik Informatika, Universitas Indraprasta PGRI
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Journal : KLIK: Kajian Ilmiah Informatika dan Komputer

 1 
Visualisasi Decision Making MAGIQ melalui GAIA Biplot: Kasus Permohonan Paten Erlin Windia Ambarsari; Sri Melati Sagita; Dudi Parulian
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 3 (2023): Desember 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i3.1343

Abstract

Data visualization and Multi-criteria Decision Making (MCDM) are crucial in analyzing and interpreting complex data and supporting data-based decision-making processes. This research integrates MAGIQ, an MCDM approach, with Improved Rank Order Centroid (IROC) weighting and data visualization using the Geometrical Analysis for Interactive Aid (GAIA) biplot. This study aims to understand the relationship between criteria and alternatives in MAGIQ, facilitated by IROC weighting to interpret alternative selection. The research findings indicate that for the 'Patent Description' criterion, the IROC weight value is 0.513401, signifying the importance of this criterion in the assessment context. In the case of alternative P2, the total MAGIQ score obtained is 0.4485124, indicating that P2 is the best alternative based on the given criteria. P1 and P3 received MAGIQ scores of 0.2775665 and 0.2739211, respectively, placing them in the second and third ranks. This research implements the IROC method in MAGIQ in a systematic manner, where specific coefficients are used to calculate the weight of each criterion, and a GAIA biplot is utilized to visualize the relationship between criteria and alternatives. The practical application of this approach can be seen in patent application cases, where decision-makers can use it to evaluate complex alternatives in a more structured and data-based manner
Co-Authors Abdul Karim Ade Irma Agustina Lubis Agi Candra Bramantia Agus Perdana Windarto Anatasya Aulya Wilatiktah Aulia Paramita Bramantia, Agi Candra Dedin Fathudin Desyanti Desyanti Desyanti Dodi Siregar Dodi Siregar Dona Katarina Dudi Parulian Dudi Parulian Fathudin, Dedin Fazrie, Mohammad Finata Rastic Andrari Frieyadie Furqoni Yudhistira Gravita Alfiani Herlinda Herlinda Herlinda Herlinda Herlinda Herlinda Herlinda Herlinda, Herlinda Hetty Rohayani Jahril Jayawarsa, A.A. Ketut Jeperson Hutahaean Jumaryadi, Yuwan KUSTIAN, NUNU Laurent Nababan Lies Sunarmintyastuti Mesran, Mesran Mohammad Taufan Asri Zaen Noni Selvia Noni Selvia Nunu Kustian Nurfidah Dwitiyanti Nurfidah Dwitiyanti Paramita, Aulia Parulian, Dudi Puji Lestari, Fibria Anggraini Purba, Bister Putri Dina Mardika Rahman, Vierhan Randi Ramliyana Reflan Revife Purba Relo Subagio Rezkiyana Hikmah Ridha Maya Faza Lubis Rizki Ridwan Rizki Ridwan Roswita Daeli RR. Ella Evrita Hestiandari Saidah, Fatiyah Setiawansyah Setiawansyah Siagian, Jaya Sari Anggraini Sofiansyah Fadli Sri Agustiani Br Siburian Sri Melati Sagita Subagio, Relo Vierhan Rahman Wahyu Nur Cholifah