Vol. 6 No. 3 (2025): Indonesian Journal of Data and Science

DOI: https://doi.org/10.56705/ijodas.v6i3

Published: 2025-12-31

Data Science

Application Of K-Means Clustering Algorithm to Identify the Best-Selling Digital Printing Services

Ana Fatahali Ramadhan; Sudin Saepudin, Carti Irawan, Mupaat

356-369
- PDF
Automated Waste Image Classification with Weighted Scoring Using MobileNetV2 on the OLSAM Platform

Kartika Nur Anggraeni, Arin Yuli Astuti, Ismail Abdurrozzaq Zulkarnain

370-377
- PDF
Smart Waste Bin Prototype for University Waste Management

Fauzy Fathrurahman, Dolly Indra, Tasrif Hasanuddin, Herdianti Darwis, Tanaka Kazuaki

378-392
- PDF
Medium Range Meteorological Drought Prediction Based on SPEI-3 Using Ensemble Machine Learning and Deep Learning in North West Province, South Africa

Reatlegile Phiri, Bukohwo Michael Esiefarienrhe , Ibidun Christiana Obagbuwa

393-411
- PDF
Public Response on X to the Revocation of Indonesia’s 3-Kg LPG Retail Ban: A Support Vector Machine Study

Ni Nyoman Asti Sri Wahyuni, I Gede Iwan Sudipa, Ni Nyoman Ayu J. Sastaparamitha, Ayu Gede Willdahlia, I Gusti Ayu Agung Mas Aristamy

412-425
- PDF
Sentiment Analysis of Public Opinion on Pi Network on Reddit Using FinBERT

Sindy Indira Wiguna, Adhitia Erfina, Cecep Warman

426-432
- PDF
Information Extraction from Makassar Culinary Images Using Vision Transformers and Cahya GPT-2 (Visual Question Answering Case Study

Tirta Chiantalia Sharief, Hazriani, Syamsul, Anas, Yuyun

433-444
- PDF
Performance Analysis of Convolutional Neural Networks and Naive Bayes Methods for Disease Classification in Tomato Plant Leaves

Nadya Salsabilah, Irawati, Lilis Nur Hayati

445-453
- PDF
A Website-Based Management Information System For Pratama Sidhi SAI Clinic

Ni Made Diah Nandita Pangestu, Made Leo Radhitya, Made Wahyu Adhiputra, I Made Subrata Sandhiyasa, I Putu Agus Eka Darma Udayana

454-461
- PDF
Classification of Gamelan Selonding Music Using Convolutional Neural Network

Ni Putu Diah Pradnya Savitri, Anak Agung Gde Bagus Ariana , Ni Kadek Nita Noviani Pande, I Made Dwi Putra Asana, I Gusti Agung Indrawan

462-472
- PDF
Sales Forecasting Analysis Using Fuzzy Time Series and Simple Linear Regression Methods at Toko Ari

Ni Luh Sri April Yanti, Ni Wayan Jeri Kusuma Dewi, I Gede Made Yudi Antara, Desak Made Dwi Utami Putra, Putu Wirayudi Aditama

473-480
- PDF
Indonesian Cross-Platform Sentiment Analysis: DANN Transfer from General Applications to TradingView

Muh. Rifqi Zulkifli, Purnawansyah, Herdianti Darwis

481-491
- PDF
Comparative Analysis of Speech-to-Text APIs for Supporting Communication of the Deaf Community

Anik Nur Handayani, Hariyono Hariyono, Ahmad Munjin Nasih, Rochmawati Rochmawati, Imanuel Hitipeuw, Harits Ar Rosyid, Jevri Tri Ardiansah, Rafli Indar Praja, Ahmad Nurdiansyah, Desi Fatkhi Azizah

492-500
- PDF
Integrating Clustering Models and RCA to Identify Emerging Textile Export Destinations for Indonesia

Muhammad Glenn Yunifer, Samidi

501-516
- PDF
Classification of Employee Attendance Categories Using the Gradient Boosted Trees Algorithm

Mutia Safitri, Sudin Saepudin, Carti Irawan, Mupaat

517-526
- PDF
Comparison of Naïve Bayes and Random Forest in Sentiment Analysis of State-Owned Banks Management by Danantara on X and YouTubeComparison of Naïve Bayes and Random Forest in Sentiment Analysis of State-Owned Banks Management by Danantara on X and YouTube

Ni Wayan Indah Juliandewi, Aniek Suryanti Kusuma, Kompiang Martina Dinata Putri, I Gusti Agung Indrawan, I Gusti Ayu Agung Mas Aristamy

527-537
- PDF
A Hybrid Convolutional Neural Network and Bidirectional LSTM Architecture for Multi-Sector Export Forecasting: A Macroeconomic Time Series Analysis of Indonesia

Desi Anggreani, Nurmisba Nurmisba, Aedah Abd Rahman

538-547
- PDF
Sentiment Analysis of BRImo Reviews on Google Play Store Using SVM and KNN

Olivia Sutriani Jelni, Made Leo Radhitya, Gede Wirya Wardhana, Dewi, Ni Made Mila Rosa Desmayani

548-562
- PDF
Classifying Honors Class Eligibility Using SVM

Khulfani Hendrawan, Ika Arfiani

563-574
- PDF
Sentiment Analysis of Student Comments on Facilities and Infrastructure at Instiki Using Retrieval Augmented Generation

Ni Putu Juliana Dewi, I Kadek Dwi Gandika Supartha, I Putu Yoga Indrawan, Ketut Jaya Atmaja

575-587
- PDF
A Logarithmic Square Root Regression Model for The Average Blood Glucose Levels of The Drug Induced Diabetic Experimental Rats Treated with The Cissampelos Pareira L. (Menispermaceae) Root Extract

Lalit Mohan Upadhyaya, Himanshu Pandey, Sudhanshu Aggarwal

588-608
- PDF
Transfer Learning with VGG-16 for Image Classification of Endemic Papuan Orchids

Iftinan Mardhiyyah, Christian D. Suhendra, Agustina Y. S. Arobaya

609-617
- PDF
Sarcasm and Irony Detection in Lazada App Reviews Using IndoBERT

Nabila Putri, Adhitia Erfina, Cecep Warman

618-625
- PDF
Zero-Shot Sentiment Analysis Of DeepSeek AI App Reviews Using DeepSeek-R1

Restu sri Pamungkas, Adhitia Erfina, Cecep Warman

626-636
- PDF

Vol. 6 No. 3 (2025): Indonesian Journal of Data and Science

Data Science

Application Of K-Means Clustering Algorithm to Identify the Best-Selling Digital Printing Services

Automated Waste Image Classification with Weighted Scoring Using MobileNetV2 on the OLSAM Platform

Smart Waste Bin Prototype for University Waste Management

Medium Range Meteorological Drought Prediction Based on SPEI-3 Using Ensemble Machine Learning and Deep Learning in North West Province, South Africa

Public Response on X to the Revocation of Indonesia’s 3-Kg LPG Retail Ban: A Support Vector Machine Study

Sentiment Analysis of Public Opinion on Pi Network on Reddit Using FinBERT

Information Extraction from Makassar Culinary Images Using Vision Transformers and Cahya GPT-2 (Visual Question Answering Case Study

Performance Analysis of Convolutional Neural Networks and Naive Bayes Methods for Disease Classification in Tomato Plant Leaves

A Website-Based Management Information System For Pratama Sidhi SAI Clinic

Classification of Gamelan Selonding Music Using Convolutional Neural Network

Sales Forecasting Analysis Using Fuzzy Time Series and Simple Linear Regression Methods at Toko Ari

Indonesian Cross-Platform Sentiment Analysis: DANN Transfer from General Applications to TradingView

Comparative Analysis of Speech-to-Text APIs for Supporting Communication of the Deaf Community

Integrating Clustering Models and RCA to Identify Emerging Textile Export Destinations for Indonesia

Classification of Employee Attendance Categories Using the Gradient Boosted Trees Algorithm

Comparison of Naïve Bayes and Random Forest in Sentiment Analysis of State-Owned Banks Management by Danantara on X and YouTubeComparison of Naïve Bayes and Random Forest in Sentiment Analysis of State-Owned Banks Management by Danantara on X and YouTube

A Hybrid Convolutional Neural Network and Bidirectional LSTM Architecture for Multi-Sector Export Forecasting: A Macroeconomic Time Series Analysis of Indonesia

Sentiment Analysis of BRImo Reviews on Google Play Store Using SVM and KNN

Classifying Honors Class Eligibility Using SVM

Sentiment Analysis of Student Comments on Facilities and Infrastructure at Instiki Using Retrieval Augmented Generation

A Logarithmic Square Root Regression Model for The Average Blood Glucose Levels of The Drug Induced Diabetic Experimental Rats Treated with The Cissampelos Pareira L. (Menispermaceae) Root Extract

Transfer Learning with VGG-16 for Image Classification of Endemic Papuan Orchids

Sarcasm and Irony Detection in Lazada App Reviews Using IndoBERT

Zero-Shot Sentiment Analysis Of DeepSeek AI App Reviews Using DeepSeek-R1

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