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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 PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer 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) JITU : Journal Informatic Technology And Communication 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 Jurnal Pengabdian Masyarakat Media Journal of General Computer Science (MJGCS) Informasi interaktif : jurnal informatika dan teknologi informasi Berbakti Smatika Jurnal : STIKI Informatika Jurnal
Arsa, Daniel
Universitas Jambi
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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 Abdul Manab Abidin, Zainil Ade Adriadi Agustin, Imelda Aisyah, Nabila Dinda Aldiansyah, Aldiansyah Aldy Nifratama Ali Nurdin Hidayat Ambarwati, Diah Ance Pramai Shella Andri Daviano Andrian Setyarestu Prayogi Anggraini, Nabila Febrisa Anugradia, Nabila Ardian Salsa Rusmana Ari Setiya Ningsih Aryani, Reni Aulia Dwiza Puteri Baldy Antila Putra Bastian Wahyudi Benedika Ferdian Hutabarat Budi Aswin Dafian, M. Febrin Dahmiri Dawam Suprayogi Dedy Setiawan Dedy Setiawan Denny Prabawa, Aditya Dewi Lestari Dewi Lestari Dewi Lestari Dewi Lestari Dhian Eka Wijaya Diah Riski Gusti Dwi Lestari, Fitri Dwi Prakoso, Dimas Dwisura T, Ariaga Edi Saputra Edi Saputra Edwin Permana Effiyaldi, Effiyaldi Eka Hervy, Nazwa Eko Prasetyo Enggrani Fitri, Lucky Fadhila Putri Zahardy, Farah Fahreza, Agil Faizar Farid Fauzan Ramadhan Febby Lutvianita Febri Heryansah Febrisa Anggraini, Nabila Fernando, Anang Prahari Frely Setiawan Sihombing Gifroni, Mhd. Halimah Halimah Hanis, Farisyah Lutfiah Hidayat, Ali Nurdin Hubaybah, Hubaybah Huwaida, Abelia Maisya Ilhami, Mohamad Indra Lasmana Tarigan Irfan Roihansyah Harahap 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 Mukhtada Billah Nst musnaini musnaini Musnaini Musnaini Muttaqin, Rizki Daffa Nabila Suniyyah Nelson Nelson Ningsih, Siti Cahya Norman Syarief Noverina, Yolla Nugraha, A. Prima Nur Fadilah Oktarivia 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 Tania Rahmadesia Tiadef, Agra Tri Maulana Ramadhan, Ikhsan Tri Sherina Tri Suratno Trinanda, Randi Ulfa Khaira, Ulfa Utomo, Pradita Eko Prasetyo Weni, Indra Yehezkiel Dwi Wahyu Situmerang Yolla Noverina Zahra, Salmah Nur