Vol 12, No 2

November 2025

DOI: https://doi.org/10.24167/sisforma.v12i2

Table of Contents

Articles

Design and Development of a Smart Consignment Application with Automated Document Features for the Consignment Business Model in Indonesia
Edbert Chandradinata, Rinabi Tanamal
PDF
107-113
e-Learning Acceptance: A Hybrid Systematic Literature Review And Bibliometric Analysis
Dwi Januarita, R Rizal Isnanto, Aris Puji Widodo
PDF
114-126
The Implementation of Digital Technology in Sociology Learning to Achieve Sustainable Education In Senior High Schools in Surakarta
Andrias Yovi Eka Listyawan, Argyo Demartoto, Ravik Karsidi, Rahesli Humsona
PDF
127-133
Development of a Sales Prediction Model Using Support Vector Machine to Support Digital Transformation in MSMEs
Eko Purwanto, Bangun Prajadi Cipto Utomo, Hanifah Permatasari, Farahwahida Mohd
PDF
134-141
Predictive Modeling to Determine Key Variables Supporting the Success of B2B Transformation Using CatBoost
Edie Kurniawan, Aghus Sofwan, Kardison Lumban Batu
PDF
142-156
A systematic review on resolving service level agreement violation in IT Services
Bungaran Adil Paruhum Siagian, Kusworo Adi, Adi Wibowo
PDF
157-166
Leveraging Transformer-based Models for Classification and Large Language Models for Information Extraction from Medical Claims Documents
Dian Prambini, Kusworo Adi, Komang Budi Aryasa
PDF
167-176
A Data-Driven Replication Strategy for IT Product Marketing in SMEs Using Apriori, PrefixSpan, and CloSpan Algorithms
Rendro Kasworo, Rizal Isnanto, Budi Warsito, Shafira Ramadhina Adifa
PDF
177-183
Modeling MSME Growth: The Impact of Growth Stages, Mentoring, and Digital Literacy Using Decision Tree and Polytomous Logistic Regression
Yanto Setiawan, Aries Susanty, Daduk Merdika Mansur
PDF
184-190
A Comparative Analysis and Interpretation of Random Forest, XGBoost, and SVM (RBF) Models with Explainable AI for Pregnancy Risk Classification
Yuli Wahyuni, Hadiyanto Hadiyanto, Ridwan Sanjaya, Nendar Herdianto
PDF
191-204
Identification of Customer Facial Expressions to Improve Service Experience Using Convolutional Neural Networks (CNN)
Icha Miranti Irzan, Sriani Sriani
PDF
205-214
Classification of Orchid Types Based on Leaf Images Using the Gray Level Co-occurrence Matrix (GLCM) and K-Nearest Neighbor (KNN) Methods
Rosa Prahasti, Sriani Sriani
PDF
215-224
Comparative Analysis of Random Forest Regressor, Support Vector Regression, and MLP Regressors for Student Graduation Time Prediction
Yonathan Purbo Santosa
PDF
225-233