Vol. 7 No. 3 (2025): Articles Research July 2025

Articles

• FUZZY LOGIC-CONTROLLED IOT SYSTEM FOR SMART PUBLIC TOILETS: DESIGN, IMPLEMENTATION, AND EVALUATION

  Kahpi Baiquni Arifani, Muhamad Haidir Irsyadi, Akbar Tri Prakoso, Ahmad Wildan Amrullah, Fajar Indra Nur Alam, Dwi Arman Prasetya, Anggraini Puspita Sari

  604-613

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6045

• The implementation of the Random Forest Algorithm with Resampling and Without Resampling on the Hepatitis C Disease Dataset

  I Gede Hendrayana, Ni Putu Dita Ariani Sukma Dewi, Jiyestha Aji Dharma Aryasa, I Made Ade Prayoga, Rizki Anom Raharjo

  614-628

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6089

• APPLICATION OF KNN METHOD FOR CLASSIFICATION OF ARRHYTHMIA TYPES BASED ON ECG DATA

  Sonatafati Manao, Delima Sitanggang, Albert Sagala, Ade Oktarino, Mardi Turnip

  629-637

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6010

• Expert System Based on K-Nearest Neighbor for Oil Palm Fertilizer Application Optimization

  Anggun Triutami, M. Fakhriza

  638-648

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6092

• PROTOTYPE OF INTERNET OF THINGS (IOT) IMPLEMENTATION IN WASTE MANAGEMENT TO SUPPORT SMART CITY MONITORING WITH ANDROID-BASED MOBILE APPLICATION USING FORWARD CHAINING METHOD

  Bawazir Fadhil Mohammad, Dody Pintarko, Muhammad Izzudin Farhans, Andre Leto, Ninis Herawati, Dwi Arman Prasetya, Anggraini Puspita Sari

  649-658

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.5977

• BITCOIN PRICE PREDICTION USING LONG SHORT TERM MEMORY ALGORITHM

  Rifqi Arul Fauzi, Tatang Rohana, Euis Nurlaelasari, Deden Wahiddin

  659-671

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.5945

• Evaluation of Cybersecurity Awareness and Training for Digital Branch Frontliners at Bank XYZ

  Ayu Novira Shinta Permatasari, Alfa Ryano Yohannis

  672-683

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6016

• Facial Expression Recognition Using Fused Features: A Comparison of Deep and Machine Learning

  Abbas Issa Jabbooree, Hussein Alkaabi, Ali Nadhim Kamber

  684-699

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6128

• Multiscale Facial Detection using RetinaFace Architecture with Loss Function

  Irma Amelia Dewi, Nadhiva Adzra Tsania Maryadi

  700-710

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6161

• Integrated Cnn Based Facial Emotion Detection And Camera Based PPG Heart Rate Monitoring

  Erwin Panggabean, R. Mahdelena Simanjorang, Wira Apriani , Nuraisana , Hartati Palentina Sipahutar, Tesalonika Pesta Siagian

  711-719

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6299

• APPLICATION OF TRANSFORMER MODEL AND WORD EMBEDDING IN SENTIMENT ANALISYS OF INDONESIAN E-COMMERCE APPLICATION REVIEW

  Kadarsih, Defi Pujianto

  720-732

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6354

• Design of an Arduino Based Automatic Sealing Machine with DS18B20 Sensor for Smart Temperature Control

  Marysca Shintya Dewi, Linda Marlinda, Komarudin

  733-746

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6277

• Prediction of DHF Disease Using Bagging Algorithm with Decision Tree C4.5

  Abdul Halim Mahfudzin, Sriyanto, Sutedi, Wasilah

  747-758

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6267

• Systematic Literature Review: Predicted Color Output in UI/UX Design Using Machine Learning

  Agita Nurfadillah, Roni Andarsyah

  759-766

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6357

• Usability Evaluation of the Online Marriage Registration Feature in SIMKAH

  Krisna Fahrizal Dzatama, Erna Daniati, Anita Sari Wardani

  767-776

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6295

• Comparative Analysis of YOLOv11 with Previous YOLO in the Detection of Human Bone Fractures

  Febri Aldi, Irohito Nozomi, M. Hafizh, Triana Novita

  777-790

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6051

• Usability Evaluation of the SiCanTiK Website at SMKN 3 Kota Kediri Using the System Usability Scale and USE Questionnaire

  Muhammad Abi Lukman, Erna Daniati, Anita Sari Wardani

  791-799

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6315

• RAD-Based Public Opinion Monitoring Information System for BSN

  Kiki Puspo Arianty

  816-824

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6497

• Real-Time Data Integration and Weather Reporting Automation with Cloud Computing-based Interactive Spatial Dashboard for Extreme Weather Risk Analytics in Indonesia

  Kahpi Baiquni Arifani, Dody Pintarko, Anggraini Puspita Sari, Agussalim

  816-824

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6298

• Islamic Sound Recognition Using MFCC and SVM: Case Study on Takbir and Sholawat

  Indah Purnama Sari, Abdul Fadlil, Tole Sutikno

  825-839

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6523

• Sentiment Analysis on TikTok Discourse Surrounding the 2024 North Sumatra Gubernatorial Election Using Support Vector Machine Algorithm

  Istiqomah, Aidil Halim Lubis

  840-853

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6549

• Comparison of Support Vector Machine and Naïve Bayes to Sentiment Analysis of Military Barracks Program

  Salsabilla Choerunnisa Nurzanah; Mila Siti Armilah, Fajar Arianto, Supriadi, Hadi Prasetyo Utomo

  854-864

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6515

• Sentiment Analysis on Teacher Salary Policy in Indonesia 2025 Using Support Vector Machine: A Case Study on Instagram Data

  Nur Hera Zabni, Mhd. Furqan

  865-875

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6487

• Performance and Risk Assessment of Honeypots on IoT and VPS Using COBIT 2019 and Stress Test

  Lukas Hadi Purnama, Daniel Hary Prasetyo

  876-889

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6661

• Usability Assessment of a Waste Bank Customer Management Application Using the System Usability Scale (SUS)

  Malahayati, Ebtaria Nadeak, Rika Sadariawati

  890-897

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6469

• AHP–SAW-Based Decision Support System for Culinary Tourism Restaurant Selection in Semarang City

  Agus Indra Cahaya, Fikky Aprico, Dewi Apriyanti, Kristiawan Nugroho, Eka Ardhianto

  898-909

  • PDF DOWNLOAD

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6557

• Interactive Multimedia Website For Promoting Mumbul Sangeh Park As A Tourist Destination

  I Putu Indra Wiguna, Christian Tonyjanto, Aulia Iefan Datya, Putu Andika Kurniawijaya

  • PDF DOWNLOAD

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6600

• Breast Cancer Classification Using Naïve Bayes and Random Forest Algorithms

  Riris Naomi Gurning, Asep Arwan Sulaeman, Dedi Afandi

  920-933

  • PDF DOWNLOAD

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6609

• Comparative Analysis of Yolov11 and Mask R-CNN Models for River Water Level Detection

  Abiyyu Setrayana, Nurchim, Eko Purwanto

  934-947

  • PDF DOWNLOAD

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6622

• Prediction of Ovarian Cyst Disease Mortality Rate Cases Using Markov Chain Monte Carlo with Gibbs Sampling Algorithm

  Salsabila Rizky Fazriani, Rima Aprilia

  948-958

  • PDF DOWNLOAD

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6724

• Evaluation of the Quality of Academic Information Services on the FEB UNJ Website Based on the WebQual and EUCS Models

  Eka Dewi Utari; Ferry Setyadi Atmadja, Ria Rahma Nida, Lathiefah Rabbaniyah, Dinda Ramadhani Qurrota Ayyun

  959-969

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6559

• Strategic Planning of Information Systems and Technology Using the Ward and Peppard Method at Politeknik Internasional Bali

  I Made Kresna Dana, Sariyasa, I Made Gede Sunarya

  970-980

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6737

• Machine Learning for Securing API Gateways : a Systematic Literature Review

  B. Junedi Hutagaol, Riama Santy Sitorus, Dita Madonna Simanjuntak

  982-993

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6788

• APPLICATION OF K-NEAREST NEIGHBOUR, RECURSIVE ELIMINATION AND ADASYN ALGORITHMS ON DERMATITIS DISEASE CLASSIFICATION DATA

  Daib Jidan Ramadhani, Taghfirul Azhima Yoga Siswa, Wawan Joko Pranoto

  994-1006

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6656

• Comparative Analysis of Incoming Goods Patterns Using FP-Growth and Apriori Algorithms: A Case Study in Retail

  Akbar Pramuja Ritonga, Syaiful Zuhri Harahap, Masrizal

  1007-1020

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6776

• Web-Based Attendance Information System At Diskominfosantik Bekasi District With Prototype Method

  John David Willy Panjaitan, Anggi Muhammad Rifa'i, Asep Suprianto

  2021-2031

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6753

• Comparative Analysis of the Fuzzy Time Series Chen and Rungge Kutta Felhberg Methods for Forecasting the Number of HIV/AIDS in the Province of North Sumatra

  Sielve Suwanda Wahono, Fibri Rakhmawati

  1031-1041

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6851

• Analysis of the Effectiveness of the T² Hotelling Control Chart in Concrete Control

  Syilviani, Rina Filia Sari

  1042-1056

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6848

• Optimization of the K-Means Method and Davies-Bouldin Index (DBI) Technique in Mapping Spotify's Most Popular Songs Based on Mood

  Rizky Septiani, Muhammad Ridwan Lubis, Fahmi Firzada

  1057-1065

  • DOWNLOAD PDF

  DOI : https://doi.org/10.47709/cnahpc.v7i3.6655