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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Techno.Com: Jurnal Teknologi Informasi Jurnal Buana Informatika Journal of Applied Geospatial Information International Journal of Artificial Intelligence Research INOVTEK Polbeng - Seri Informatika PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Celebes Computer Science Journal Journal of Informatics, Information System, Software Engineering and Applications (INISTA) Jurnal Cahaya Mandalika Jurnal Ilmiah Teknologi Informasi dan Robotika Jurnal Pengabdian Polinema Kepada Masyarakat International Journal Software Engineering and Computer Science (IJSECS) Jurnal Pengabdian Kepada Masyarakat Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) JOMPA ABDI: Jurnal Pengabdian Masyarakat Jurnal Informatika dan Multimedia Journal of Applied Business and Technology Jurnal Teknik Ilmu dan Aplikasi Jurnal Informatika Polinema (JIP) Jurnal Informatika: Jurnal Pengembangan IT Jurnal Pengabdian Kepada Masyarakat
Yoppy Yunhasnawa
Politeknik Negeri Malang
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Physics Public Health Social Sciences Other

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Journal : Journal of Applied Business and Technology

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Analysis of System Requirements and Architecture for Facilitating Table-Based Data Clustering for Non-Technical Users Yoppy Yunhasnawa; Toga Aldila Cinderatama; Candra Bella Vista
Journal of Applied Business and Technology Vol. 4 No. 3 (2023): Journal of Applied Business and Technology
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/jabt.v4i3.140

Abstract

Clustering is one of the key techniques in unsupervised learning analysis, aimed at grouping similar data objects into clusters based on shared characteristics. The broad benefits of clustering are evident across various sectors, such as business, marketing, finance, and many others. However, the complexity of implementing clustering, especially for those without a background in statistics or programming, poses a barrier. The appropriate selection of clustering methods and accurate interpretation of results require a solid understanding of statistics. This research aims to address this issue by crafting a detailed Software Requirements Specification for a user-friendly clustering application, equipped with an intuitive interface and effective tools, based on comprehensive literature study, which finally allowing non-experts to engage in the clustering process without in-depth knowledge of statistics or programming. As such, this study endeavors to provide a practical solution for utilizing clustering without excessive technical impediments.
Co-Authors Adi Atmoko Afifah Millatina Nugraheni Agustaf Fanisnaini Narolis Allam, Muhammad Faiq Amalia, Astrifidha Rahma Andarini, Dyah Kartika Dwi Anindya Refrina Rahmatanti Aprilianto, Salies Ardiansyah, Muhammad Rizqi Ariadi Retno Tri Hayati Ririd Arifin, Muh. Syamsul Arwin Datumaya Wahyudi Sumari Ashafidz Fauzan Dianta Astiningrum, Mungki Atiqah Nurul Asri Aulia Zahra Musthafawi Ayundha Wulan Kurniawati Bagas Satya Dian Nugraha Buata, Yusliana Gadis Budiprasetyo, Gunawan Candra Bella Vista Deddy Kusbianto Purwoko Aji Devianti, Meryta Dewi, Isyana Wikrama Dharma Tungga Dika Rizky Yunianto Dwi Puspitasari Dyah Kartika Dwi Andarini Eka Larasati Amalia Elok Nur Hamdana Faisal Rahutomo Fanani, Muhamad Zainul Gunawan Budiprasetyo Hakim, Muhammad Ilham El Hamdani Arif Hamzah, Rahmandi Hendrawan, Muhammad Afif Himawan, Dhimas Arbi Sukma Imam Fahrur Rozi Kenneth Pinandhito Kurniawati, Ayundha Wulan Mamluatul Hani’ah Maskur Maskur Mauliwidya Mauliwidya Mauliwidya Misbahudin Moch Zawaruddin Abdullah Moch. Sholeh, Moch. Muhamad Zainul Fanani Muhammad Rifky Prayanta Muhammad Unggul Pamenang Muhammad Unggul Pamenang Permatasari, Twisty Henras Prasetyo, Junaedi Adi Purnomo, Fadjar Rahmandi Hamzah Ridwan Rismanto Rinanza Zulmy Alhamri, Rinanza Zulmy Rokhimatul Wakhidah Rudy Ariyanto Rudy Ariyanto Sofian Efendi, Fery Toga Aldila Cinderatama Trisha Alfandi Twisty Henras Permatasari Ulla Delfana Rosiani Viyus, Vinan Wahyu Devi Nur Hamidah Devi Windawati, Atif Yan Watequlis Syaifudin Yuri Arianto Yuri Ariyanto Yuri Ariyanto Yuri Ariyanto Yusliana Gadis Buata Zulmy Alhamri, Rinanza