SISFORMA

SISFORMA: Journal of Information Systems is an online journal published by the Department of Information Systems, Faculty of Computer Science, Soegijapranata Catholic University. This journal will be published every 6 months in May and November in English with ISSN (Print): 2355-8253 dan ISSN (Media Online) : 2442-7888 

This journal is intended to accommodate the scientific writings of the ideas or studies related to Information Systems. The topic that will be published includes: Education and Curiculum; Game Theory and Game Technology; General topic in Information System; E-business, ERP, CMS; Artificial Intelligence and Enterprise System Information; Network and Computer Security; Information Technology.

This journal has been accredited Third Grade "SINTA 3" by Ministry of Research and Technology / National Agency for Research and Innovation, Republic of Indonesia (SK: 30/E/KPT/2018 for 2018-2022 publications, 72/E/KPT/2024 for 2023-2027 publications)

For Online Submission click here

New Accreditation Letter: 72/E/KPT/2024 for 2023-2027 publications


Vol 12, No 2: November 2025

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
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107-113
e-Learning Acceptance: A Hybrid Systematic Literature Review And Bibliometric Analysis
Dwi Januarita, R Rizal Isnanto, Aris Puji Widodo
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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
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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
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134-141
Predictive Modeling to Determine Key Variables Supporting the Success of B2B Transformation Using CatBoost
Edie Kurniawan, Aghus Sofwan, Kardison Lumban Batu
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142-156
A systematic review on resolving service level agreement violation in IT Services
Bungaran Adil Paruhum Siagian, Kusworo Adi, Adi Wibowo
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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
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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
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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
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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
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191-204
Identification of Customer Facial Expressions to Improve Service Experience Using Convolutional Neural Networks (CNN)
Icha Miranti Irzan, Sriani Sriani
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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
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215-224
Comparative Analysis of Random Forest Regressor, Support Vector Regression, and MLP Regressors for Student Graduation Time Prediction
Yonathan Purbo Santosa
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225-233