Innovative: Journal Of Social Science Research
Vol. 5 No. 4 (2025): Innovative: Journal Of Social Science Research

Analisis Tantangan dan Peluang Penggunaan Artificial Intelegence Pada Mahasiswa Teknologi Informasi: Pendekatan K-Means Clustering

Ali, Nur (Unknown)
Kusumodestoni, R. Hadapiningradja (Unknown)
Wibowo, Gentur Wahyu Nyipto (Unknown)

Article Info

Publish Date
29 Aug 2025

Abstract

This study aims to identify the perceptions, challenges, and opportunities of Information Technology students in utilizing Artificial Intelligence (AI) in the learning process. Using a quantitative approach with the K-Means Clustering method, this study groups students based on their level of knowledge and utilization of AI. The results indicate two main profiles: students with high AI literacy but moderate utilization, and students with low understanding but intensive utilization. The second group faces similar challenges but views AI opportunities differently. These findings highlight the importance of user profile-based learning strategies to create an adaptive and sustainable AI ecosystem. This research contributes to the development of higher education policy.

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Journal Info
Innovative: Journal Of Social Science Research
Website

Abbrev

Innovative

Publisher

Universitas Pahlawan Tuanku Tambusai

Subject

Humanities Computer Science & IT Law, Crime, Criminology & Criminal Justice Public Health Other

Description

Innovative: Journal Of Social Science Research is a journal managed by Universitas Pahlawan Tuanku Tambusai which bridges researchers to publish research results in all scientific fields (multidiscipline). This includes the fields of education, health, law, economics, IT (Informatics Engineering), ...