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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Ilmiah KOMPUTASI CogITo Smart Journal Cyberspace: Jurnal Pendidikan Teknologi Informasi JSiI (Jurnal Sistem Informasi) Jurnal Ilmiah Media Sisfo Jurnal Telematika Journal of Information System,Graphics, Hospitality and Technology Jurnal Teknologi Dan Sistem Informasi Bisnis Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Djtechno: Jurnal Teknologi Informasi Jurnal Teknologi Sistem Informasi Jurnal Salam Sehat Masyarakat (JSSM) Jurnal Sistem Informasi Triguna Dharma (JURSI TGD) Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Journal of Comprehensive Science Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Sistem Informasi dan Bisnis Cerdas Jurnal Karya Abdi Masyarakat DEVICE : JOURNAL OF INFORMATION SYSTEM, COMPUTER SCIENCE AND INFORMATION TECHNOLOGY Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Jurnal (FORSINTA) Informatika, Sistem Informasi dan Kehutanan Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Jurnal Manajemen Sistem Informasi Jurnal Pengabdian Masyarakat Pinang Masak Jurnal Informatika Polinema (JIP) BATIK: Jurnal Pengembangan dan Pengabdian Masyarakat Multikultural Media Journal of General Computer Science (MJGCS) Informasi interaktif : jurnal informatika dan teknologi informasi
Arsa, Daniel
Program Studi Sistem Informasi, Universitas Jambi
Religion Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : CogITo Smart Journal

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Comparative Analysis of Clustering Approaches in Assessing ChatGPT User Behavior Setiawan, Dedy; Arsa, Daniel; Enggrani Fitri, Lucky; Fadhila Putri Zahardy, Farah
CogITo Smart Journal Vol. 10 No. 2 (2024): Cogito Smart Journal
Publisher : Fakultas Ilmu Komputer, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31154/cogito.v10i2.661.366-379

Abstract

ChatGPT is an artificial intelligence technology that is widely used and discussed. The technology invites mixed responses from various parties, mainly because of the benefits and risks of its use in multiple fields. Jambi University students also feel the influence of ChatGPT's presence in education. To determine the behavior of Jambi University students in using ChatGPT, four UTAUT variables were used, namely Performance Expectancy (PE), Effort Expectancy (EE), Social Influence (SI), and Facilitating Condition (FC) as independent variables in measuring the behavior of using ChatGPT. Where UTAUT states these four variables have a positive influence on the actual behavior of technology use. This study used K-Means and K-Medoids Clustering to group Jambi University students based on ChatGPT usage behavior. Based on the Silhouette Score calculation, each method's optimal number of clusters is 2. K-Means is considered more optimal in forming 2 clusters because it obtained a Silhouette Score of 0.2123864, higher than K-Medoids, which is 0.1766865.
Co-Authors Abidin, Zainil Ade Adriadi Agustin, Imelda Aisyah, Nabila Dinda Aldiansyah, Aldiansyah Ali Nurdin Hidayat Ambarwati, Diah Anggraini, Nabila Febrisa Anugradia, Nabila Ardian Salsa Rusmana Aryani, Reni Aulia Dwiza Puteri Benedika Ferdian Hutabarat Budi Aswin Dafian, M. Febrin Dahmiri Daniel Arsa, Daniel Dawam Suprayogi Dedy Setiawan Dedy Setiawan Denny Prabawa, Aditya Dewi Lestari Dewi Lestari Dhian Eka Wijaya Dwi Lestari, Fitri Dwi Prakoso, Dimas Dwisura T, Ariaga Edi Saputra EDI SAPUTRA Edwin Permana Effiyaldi, Effiyaldi Eka Hervy, Nazwa Enggrani Fitri, Lucky Fadhila Putri Zahardy, Farah Fahreza, Agil Faizar Farid Febrisa Anggraini, Nabila Fernando, Anang Prahari Gifroni, Mhd. Halimah Halimah Hanis, Farisyah Lutfiah Hubaybah, Hubaybah Huwaida, Abelia Maisya Ilhami, Mohamad Indra Lasmana Tarigan Ismi Nurwaqiah Ibnu Iza Sofiani, Amanda Jaya, Asirman Khaira, Ulfa Khairul Alim Kuswanto, Hasby Lucky Enggrani Fitri Maghfud, Sahal Maisya Huwaida, Abelia Martina Asti Rahayu Megawati Ananda Putri muhaimin, raihan Muhammad Razi A musnaini musnaini Musnaini Musnaini Nelson Nelson Ningsih, Siti Cahya Norman Syarief Noverina, Yolla Nugraha, A. Prima Putra, Wahyudi Eka Putri Ramadhani, Nanda Rahmadesia, Tania Ramadhani, Nanda Putri Raudati, Imelda Rizky Ardiansyah Putra, M. Rizqa Raaiqa Bintana Sahrial Sari, Riska Rahma Siregar, Alifah Siregar, Alifah Salsabillah Sofiani, Amanda Iza Suniyyah, Nabila Sutoyo, Mochammad Arief Hermawan Syalom, Cahya Tiadef, Agra Tri Maulana Ramadhan, Ikhsan Tri Suratno Trinanda, Randi Ulfa Khaira, Ulfa Utomo, Pradita Eko Prasetyo Weni, Indra Zahra, Salmah Nur