Vol. 21 No. 2 (2025): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Period for September 2025

Pilar Nusa Mandiri : Journal of Computing and Information System is a scientific journal published by the Information System Study Program at Universitas Nusa Mandiri. The journal features scientific papers on a variety of topics, including Information Systems, Decision Support Systems, Expert Systems, Artificial Intelligence Systems, Data Mining, Image Processing, Genetic Algorithms, Designing Information Systems, Business Intelligence, Knowledge Management, Database Systems, Big Data, Internet of Things, and Technology Management.

In this edition, there are 16 published articles authored by 37 contributors from various universities across Indonesia, including Universitas Bina Sarana Informatika, Universitas Dharma AUB, Universitas Duta Bangsa, Universitas Nusa Mandiri, Institut Teknologi Kalimantan, Airlangga University, Universitas Informatika Dan Bisnis Indonesia, Universitas Pancasila, Institut Tazkia, STIMIK Tunas Bangsa Banjarnegara, Universitas Negeri Manado, Universitas Muhammadiyah Kuningan, National Research and Innovation Agency (BRIN), Universitas Amikom Yogyakarta and Universitas Putra Indonesia “YPTK” Padang.

The full issue of Volume 21 No. 2, September 2025 can be downloaded at the following link:

FULL ISSUE VOLUME 21 NO 2 SEPTEMBER 2025

DOI: https://doi.org/10.33480/pilar.v21i2

Published: 2025-09-23

Articles

UTILIZING END USER DEVELOPMENT METHOD FOR DEVELOPING PENCAK SILAT ORGANIZATION INFORMATION SYSTEMS

Heribertus Ary Setyadi, Hartati Dyah Wahyuningsih, Galih Setiawan Nurohim, Sundari Sundari

144-152
- PDF
COMPARISON OF ARIMA, LSTM, AND GRU MODELS FOR FORECASTING SALES OF HIT AEROSOL PRODUCTS

Nendi Sunendar, Dr. Yan Rianto, M. Eng

153-159
- PDF
KOPTIHUB: A WAREHOUSE APPLICATION PROTOTYPE FROM COOPERATIVE PERS PECTIVE

Luh Made Wisnu Satyaninggrat, Prasis Damai Nursyam Hamijaya, Isnaini Nur Rachmawati

160-170
- PDF
WASTEWISE: AI-POWERED WASTE EDUCATION FOR ELEMENTARY STUDENTS USING YOLOV8 AND ESP32-CAM

Kenny Aldi, Yan Rianto

171-177
- PDF
SENTIMENT ANALYSIS ON TRAINING IMPLEMENTATION’S FEEDBACK IN PT XYZ

Fadilia Rinarwastu, Imam Yuadi

178-186
- PDF
ISOLATION FOREST PARAMETER TUNING FOR MOBILE APP ANOMALY DETECTION BASED ON PERMISSION REQUESTS

Valencia Claudia Jennifer Kaunang, Nur Alamsyah, Reni Nursyanti, Budiman Budiman, Venia R Danestiara, Elia Setiana

187-197
- PDF
APPLICATION OF ARTIFICIAL NEURAL NETWORK METHODS TO DETECT HEART ATTACKS

Nasir Hamzah, Yan Rianto

198-207
- PDF
IDENTIFICATION OF FOOD DIVERSIFICATION ON JAVA ISLAND USING ARCGIS

Amir Murtako, Faiqa Hadya Hanifa, Eidelwise Gloria Effatha, Sri Rezeki Candra Nursari, Febri Maspiyanti

208-217
- PDF
EVALUATING PREPROCESSING EFFECTS IN NAME RETRIEVAL USING CLASSICAL IR AND CNN-BASED MODELS

Frizca Fellicita Marcelly, Irwansyah Saputra, Muhammad Bagus Andra

218-227
- PDF
COMPARATIVE PERFORMANCE OF TRANSFORMER AND LSTM MODELS FOR INDONESIAN INFORMATION RETRIEVAL WITH INDOBERT

Nendi Sunendar Sunendar, Irwansyah Saputra

228-233
- PDF
PERCEPTION AND BARRIERS TO MOOC ADOPTION: A CASE STUDY OF KARTU PRAKERJA RECIPIENTS

Dendy Herdianto, Nur Hendrasto

234-246
- PDF
COMPARATIVE ANALYSIS OF RANDOM FOREST AND SUPPORT VECTOR CLASSIFIER FOR PREDICTING STUDENTS’ ON-TIME GRADUATION

Nurus Sarifatul Ngaeni

247-255
- PDF
ADDRESSING DIGITAL STARTUP FAILURE THROUGH THE AGILE METHODOLOGY APPROACH: A SYSTEMATIC LITERATURE REVIEW

Kenedi Binowo

256-265
- PDF
MACHINE LEARNING FOR EMPLOYMENT POSITION MAPPING

Sena Aditia Apriadi, Hilman Ferdinandus Pardede

266-272
- PDF
ANALYSIS OF THE NEED FOR AN INFORMATION SYSTEM ON PRICES AND AVAILABILITY OF BASIC MATERIALS

Andriyan Dwi Putra, Diana Rohmaniah

273-281
- PDF
PADANG FOOD IMAGE CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORK (CNN)

Nabilah Putri Permana, Syafri Arlis

282-289
- PDF

Vol. 21 No. 2 (2025): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Period for September 2025

Articles

UTILIZING END USER DEVELOPMENT METHOD FOR DEVELOPING PENCAK SILAT ORGANIZATION INFORMATION SYSTEMS

COMPARISON OF ARIMA, LSTM, AND GRU MODELS FOR FORECASTING SALES OF HIT AEROSOL PRODUCTS

KOPTIHUB: A WAREHOUSE APPLICATION PROTOTYPE FROM COOPERATIVE PERS PECTIVE

WASTEWISE: AI-POWERED WASTE EDUCATION FOR ELEMENTARY STUDENTS USING YOLOV8 AND ESP32-CAM

SENTIMENT ANALYSIS ON TRAINING IMPLEMENTATION’S FEEDBACK IN PT XYZ

ISOLATION FOREST PARAMETER TUNING FOR MOBILE APP ANOMALY DETECTION BASED ON PERMISSION REQUESTS

APPLICATION OF ARTIFICIAL NEURAL NETWORK METHODS TO DETECT HEART ATTACKS

IDENTIFICATION OF FOOD DIVERSIFICATION ON JAVA ISLAND USING ARCGIS

EVALUATING PREPROCESSING EFFECTS IN NAME RETRIEVAL USING CLASSICAL IR AND CNN-BASED MODELS

COMPARATIVE PERFORMANCE OF TRANSFORMER AND LSTM MODELS FOR INDONESIAN INFORMATION RETRIEVAL WITH INDOBERT

PERCEPTION AND BARRIERS TO MOOC ADOPTION: A CASE STUDY OF KARTU PRAKERJA RECIPIENTS

COMPARATIVE ANALYSIS OF RANDOM FOREST AND SUPPORT VECTOR CLASSIFIER FOR PREDICTING STUDENTS’ ON-TIME GRADUATION

ADDRESSING DIGITAL STARTUP FAILURE THROUGH THE AGILE METHODOLOGY APPROACH: A SYSTEMATIC LITERATURE REVIEW

MACHINE LEARNING FOR EMPLOYMENT POSITION MAPPING

ANALYSIS OF THE NEED FOR AN INFORMATION SYSTEM ON PRICES AND AVAILABILITY OF BASIC MATERIALS

PADANG FOOD IMAGE CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORK (CNN)

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