The Journal Software, Hardware, and Information Technology (SHIFT) is a peer-reviewed, open-access journal published by the Department of Information Systems, Faculty of Science and Technology, Universitas Islam Negeri (UIN) Alauddin Makassar, Indonesia. It has been published online since 2021. SHIFT Volume 5, Number 2, was published in June 2025. Every submitted manuscript is reviewed by expert reviewers through a double-blind process.

This edition of the issue contains 8 articles from authors affiliated with 8 different institutions, including the following: Universitas Maritim Raja Ali Haji (ID), Universitas Hasyim Asy’ari Jombang (ID), Universitas Widya Kartika (ID), Politeknik Negeri Medan (ID), Universitas Bina Sarana Informatika (ID), Universitas Jambi (ID), Universitas Islam Negeri Alauddin Makassar (ID), Politeknik Astra (ID)

DOI: https://doi.org/10.24252/shift.v5i2

Published: 06/30/2025

Penerapan Machine Learning untuk Klasifikasi Teks Depresi pada Kesehatan Mental dengan SVM, TF-IDF, dan Chi-Square

Muhammad Ridha, Muhammad Kholil Abdur Rohman, Dian Agustin, Deni Handika Shaputra, Yasmine Manayla, Amiroh Hanan Malikah

171-182

DOI: https://doi.org/10.24252/shift.v5i2.210
DOI: https://doi.org/10.24252/shift.v5i2.214
DOI: https://doi.org/10.24252/shift.v5i2.196

Analisa Pola Penyebaran Pengguna Layanan Transjakarta dengan Metode K-Means Clustering

Reynaldi, Raihan Jamal Faiz Djarot, Mochamad Wahyudi, Sumanto , Ade Surya Budiman

128-138

DOI: https://doi.org/10.24252/shift.v5i2.205
DOI: https://doi.org/10.24252/shift.v5i2.204
DOI: https://doi.org/10.24252/shift.v5i2.191
DOI: https://doi.org/10.24252/shift.v5i2.183
DOI: https://doi.org/10.24252/shift.v5i2.182