Vol 15, No 2 (2023)

DOI: https://doi.org/10.33096/ilkom.v15i2

The author's countries are coming from Indonesia, Malaysia, India, UAE, Polandia

Table of Contents

Artikel

Diabetes Mellitus Early Detection Simulation using The K-Nearest Neighbors Algorithm with Cloud-Based Runtime (COLAB)

author Mohamad Jamil(1*); Budi Warsito(2); Adi Wibowo(3); Kiswanto Kiswanto(4)

(1) Universitas Khairun
(2) Universitas Diponegoro
(3) Universitas Diponegoro
(4) Universitas Diponegoro
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1510.215-221 graph Abstract view: 298 times
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215-221
Building The Prediction of Sales Evaluation on Exponential Smoothing using The OutSystems Platform

author Sasa Ani Arnomo(1*); Yulia Yulia(2); Ukas Ukas(3)

(1) Universitas Putera Batam
(2) STIE Nagoya Indonesia
(3) Universitas Putera Batam
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1529.222-228 graph Abstract view: 244 times
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222-228
Application of General Regression Neural Network Algorithm in Data Mining for Predicting Glass Sales and Inventory Quantity

author Suryani Suryani(1*); Indo Intan(2); Farhan Mochtar Yunus(3); Adammas Haris(4); Faizal Faizal(5); Nurdiansah Nurdiansah(6)

(1) Univeristas Dipa Makassar
(2) Univeristas Dipa Makassar
(3) Univeristas Dipa Makassar
(4) Univeristas Dipa Makassar
(5) Univeristas Dipa Makassar
(6) Univeristas Dipa Makassar
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1562.229-239 graph Abstract view: 246 times
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229-239
The Effect of The Prediction of The K-Nearest Neighbor Algorithm on Surviving COVID-19 Patients in Indonesia

author Aris Martono(1); Henderi Henderi(2*); Giandari Maulani(3)

(1) Universitas Raharja
(2) Universitas Raharja
(3) Universitas Raharja
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1234.240-249 graph Abstract view: 334 times
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240-249
Evaluating The Application of Library Information System Technology using The PIECES Method in Remote Areas

author Anton Yudhana(1*); Herman Herman(2); Suwanti Suwanti(3); Muhammad Kunta Biddinika(4)

(1) Universitas Ahmad Dahlan
(2) Universitas Ahmad Dahlan
(3) Universitas Ahmad Dahlan
(4) Universitas Ahmad Dahlan
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1539.250-261 graph Abstract view: 209 times
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250-261
Naïve Bayes and K-Nearest Neighbor Algorithm Approach in Data Mining Classification of Drugs Addictive Diseases

author Dadang Priyanto(1*); Ahmad Robbiul Iman(2); Deny Jollyta(3)

(1) Universitas Bumigora
(2) Universitas Bumigora
(3) Institut Bisnis Dan Teknologi Pelita Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1544.262-270 graph Abstract view: 338 times
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262-270
Rectified Linear Units and Adaptive Moment Estimation Optimizer on ANN with Saved Model Prediction to Improve The Stock Price Prediction Framework Performance

author Sekhudin Sekhudin(1); Yuli Purwati(2*); Fandy Setyo Utomo(3); Mohd Sanusi Azmi(4); Pungkas Subarkah(5)

(1) Universitas AMIKOM Purwokerto
(2) Universitas AMIKOM Purwokerto
(3) Universitas AMIKOM Purwokerto
(4) Universiti Teknikal Malaysia Melaka
(5) Universitas AMIKOM Purwokerto
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1586.271-282 graph Abstract view: 241 times
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271-282
Fuzzy Logic Algorithm of Sugeno Method for Controlling Line Follower Mobile Robot

author Bayu Aji(1); Sutikno Sutikno(2*)

(1) Universitas Diponegoro
(2) Universitas Diponegoro
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1558.283-289 graph Abstract view: 175 times
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283-289
Sentiment Analysis for Online Learning using the Lexicon-Based Method and the Support Vector Machine Algorithm

author M. Khairul Anam(1*); Triyani Arita Fitri(2); Agustin Agustin(3); Lusiana Lusiana(4); Muhammad Bambang Firdaus(5); Agus Tri Nurhuda(6)

(1) STMIK Amik Riau
(2) STMIK Amik Riau
(3) STMIK Amik Riau
(4) STMIK Amik Riau
(5) Universitas Mulawarman
(6) STMIK Amik Riau
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1590.290-302 graph Abstract view: 340 times
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290-302
Design and Build of IoT Based Flood Prone Monitoring System at Semani’s Pump House Drainage System

author 'Aisyah 'Aisyah(1); Aji Ery Burhandenny(2*); Happy Nugroho(3); Didit Suprihanto(4)

(1) Mulawarman University
(2) Mulawarman University
(3) Mulawarman University
(4) Mulawarman University
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1581.303-316 graph Abstract view: 448 times
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303-316
Combination of YOLOv3 Algorithm and Blob Detection Technique in Calculating Nile Tilapia Seeds

author Diana Tri Susetianingtias(1); Eka Patriya(2*); Rini Arianty(3)

(1) Universitas Gunadarma
(2) Universitas Gunadarma
(3) Universitas Gunadarma
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1634.317-325 graph Abstract view: 202 times
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317-325
Combination of The MADM Model Yager and k-NN to Group Single Tuition Payments

author Alders Paliling(1); Muh Nurtanzis Sutoyo(2*)

(1) Universitas Sembilabelas November
(2) Universitas Sembilanbelas November
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1349.326-334 graph Abstract view: 156 times
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326-334
Development ETL (Extract, Transform and Load) Module in Indonesian Agricultural Commodities OLAP System

author Aditia Yudhistira(1*); Imas Sukaesih Sitanggang(2); Hari Agung Adrianto(3)

(1) Institut Pertanian Bogor
(2) Institut Pertanian Bogor
(3) Institut Pertanian Bogor
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1758.335-343 graph Abstract view: 223 times
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335-343
A Soft Voting Ensemble Classifier to Improve Survival Rate Predictions of Cardiovascular Heart Failure Patients

author Arif Munandar(1); Wiga Maulana Baihaqi(2*); Ade Nurhopipah(3)

(1) Universitas Amikom Purwokerto
(2) Universitas Amikom Purwokerto
(3) Universitas Amikom Purwokerto
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1632.344-352 graph Abstract view: 333 times
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344-352
Feature Space Augmentation for Negation Handling on Sentiment Analysis

author Lutfi Budi Ilmawan(1*); Muladi Muladi(2); Didik Dwi Prasetya(3)

(1) Universitas Negeri Malang, Universitas Muslim Indonesia
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1695.353-357 graph Abstract view: 216 times
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353-357
Classifying BISINDO Alphabet using TensorFlow Object Detection API

author Lilis Nur Hayati(1*); Anik Nur Handayani(2); Wahyu Sakti Gunawan Irianto(3); Rosa Andrie Asmara(4); Dolly Indra(5); Muhammad Fahmi(6)

(1) Universitas Negeri Malang, Universitas Muslim Indonesia
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Politeknik Negeri Malang
(5) Universitas Muslim Indonesia
(6) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1692.358-364 graph Abstract view: 425 times
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358-364
K-Nearest Neighbors Analysis for Public Sentiment towards Implementation of Booster Vaccines in Indonesia

author Ihwana As'ad(1*); Muhammad Arfah Asis(2); Hariani Ma'tang Pakka(3); Randi Mursalim(4); Yusnita binti Muhamad Noor(5)

(1) Universitas Muslim Indonesia
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(4) Universitas Muslim Indonesia
(5) Universiti Malaysia Pahang Al Sultan Abdullah
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1561.365-372 graph Abstract view: 183 times
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365-372
Decision Tree C4.5 Performance Improvement using Synthetic Minority Oversampling Technique (SMOTE) and K-Nearest Neighbor for Debtor Eligibility Evaluation

author Edi Priyanto(1); Enny Itje Sela(2); Luther Alexander Latumakulita(3*); Noourul Islam(4)

(1) Universitas Teknologi Yogyakarta
(2) Universitas Teknologi Yogyakarta
(3) Universitas Sam Ratulangi
(4) Kanpur Institute of Technology
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1676.373-381 graph Abstract view: 182 times
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373-381
Comparative Study of Herbal Leaves Classification using Hybrid of GLCM-SVM and GLCM-CNN

author Purnawansyah Purnawansyah(1*); Aji Prasetya Wibawa(2); Triyanna Widyaningtyas(3); Haviluddin Haviluddin(4); Cholisah Erman Hasihi(5); Ming Foey Teng(6); Herdianti Darwis(7)

(1) Universitas Negeri Malang, Universitas Muslim Indonesia
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Universitas Mulawarman
(5) Universitas Muslim Indonesia
(6) American University of Sharjah
(7) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1759.382-389 graph Abstract view: 367 times
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382-389
The Support Vector Regression Method Performance Analysis in Predicting National Staple Commodity Prices

author Huzain Azis(1*); Purnawansyah Purnawansyah(2); Nirwana Nirwana(3); Felix Andika Dwiyanto(4)

(1) Universitas Muslim Indonesia
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(4) AGH University of Science and Technology
(*) Corresponding Author

doi 10.33096/ilkom.v15i2.1686.390-397 graph Abstract view: 200 times
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390-397