Table of Contents

2021 9th International Conference on Information and Communication Technology (ICoICT)

1A (Applications for post-pandemic recovery)

  • The Role of Technology and Innovation Capabilities in Achieving Business Resilience of MSMEs During Covid-19: Empirical Study

    Grisna Anggadwita (Telkom University, Indonesia), Erni Martini (Telkom University, Indonesia), Ratih Hendayani (Telkom University, Indonesia), Muhammad Kamil (Telkom University, Indonesia) 1

  • Gaze-Controlled Digital Signage for Public Health Education during Covid-19 Pandemic

    Sunu Wibirama (Universitas Gadjah Mada, Indonesia), Suatmi Murnani (Universitas Islam Indonesia, Indonesia), Irawan Dharma Sukawati (Universitas Gadjah Mada, Indonesia), Ridi Ferdiana (Universitas Gadjah Mada, Indonesia) 7

  • Analysis of the House of Risk (HOR) Model for Risk Mitigation of the Supply Chain Management Process (Case Study: KPBS Pangalengan Bandung, Indonesia)

    Ratih Hendayani (Telkom University, Indonesia), Ellysa Rahmadina (Telkom University, Indonesia), Grisna Anggadwita (Telkom University, Indonesia), Rina Pasaribu (Telkom University, Indonesia) 13

  • Evaluation of the Social Restriction and its Effect to the COVID-19 Spread in Indonesia

    Inna Syafarina (National Research and Innovation Agency (BRIN), Indonesia), Ayu Shabrina (National Research and Innovation Agency, Indonesia), Arnida L Latifah (National Research and Innovation Agency & Telkom University, Indonesia), Didit Adytia (School of Computing, Telkom University, Indonesia) 19

  • Contributing Clinical Attributes to COVID-19 Mortality in Jakarta: Machine Learning Study

    Muhamad Erza Erza Aminanto (Monash University Indonesia, Indonesia), Bahrul Ilmi Nasution (Jakarta Smart City, Indonesia), Andi Sulasikin (Jakarta Smart City, Indonesia), Yudhistira Nugraha (Telkom University, Indonesia), Juan Kanggrawan (Jakarta Smart City, Indonesia), Alex Lukmanto Suherman (Directorate of Research and Community Service, Indonesia) 25

1B (Computer Vision)

  • Multi-Target Regression Using Convolutional Neural Network-Random Forests (CNN-RF) For Early Earthquake Warning System

    Benaldy Yuga Adhaityar (University of Diponegoro, Indonesia), David Sahara (Institut Teknologi Bandung, Indonesia), Cecep Pratama (Universitas Gadjah Mada, Indonesia), Adi Wibowo (Diponegoro University, Indonesia), Leni Sophia Heliani (Universitas Gadjah Mada, Indonesia) 31

  • Vision-Based Employee Activity Classification

    Rizal Kusuma Putra (Telkom University, Indonesia), Ema Rachmawati (Telkom University, Indonesia), Febryanti Sthevanie (Telkom University, Indonesia) 37

  • Compressive Sensing Image Watermarking Orthogonal Matching Pursuit

    Irma Safitri (Telkom University, Indonesia), Ledya Novamizanti (Telkom University, Indonesia), Aliffian S. Laksono (Telkom University, Indonesia) 42

  • Traffic Sign Recognition with Convolutional Neural Network

    Zhong Bo Ng (Multimedia University, Malaysia), Kian Ming Lim (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China) 48

  • Deep Convolutional Generative Adversarial Network Application in Batik Pattern Generator

    Agus Eko Minarno (Universitas Muhammadiyah Malang, Indonesia), Moch. Chamdani Mustaqim (University of Muhammadiyah Malang, Indonesia), Yufis Azhar (Universitas Muhammadiyah Malang, Indonesia), Wahyu Andhyka Kusuma (Universitas Muhammadiyah Malang & Universiti Putra Malaysia, Malaysia) 54

1C (Data Science)

  • Convolutional Neural Networks for Indonesian Aspect-Based Sentiment Analysis Tourism Review

    Royan Nayoan (Universitas Islam Indonesia, Indonesia), Ahmad Fathan Hidayatullah (Universitas Islam Indonesia, Indonesia), Dhomas Hatta Fudholi (Universitas Islam Indonesia, Indonesia) 60

  • Sentiment Analysis on Marketplace Review using Hybrid Lexicon and SVM Method

    Muhammad Mukhtar Dwi Putra (Telkom University, Indonesia), Wikky Fawwaz Al Maki (Telkom University, Indonesia), Ade Romadhony (Telkom University, Indonesia) 66

  • Forecasting Number of COVID-19 Cases in Indonesia with ARIMA and ARIMAX Models

    Bimo Satrio Aji (Telkom University, Indonesia), Indwiarti Indwiarti (Telkom University, Indonesia), Aniq Atiqi (Telkom University, Indonesia) 71

  • Disaster Tweet Classification Based On Geospatial Data Using the BERT-MLP Method

    Iqbal Maulana (Telkom University, Indonesia), Warih Maharani (Telkom University, Indonesia) 76

  • Cyberbullying Detection on Indonesian Twitter using Doc2Vec and Convolutional Neural Network

    Shindy Trimaria Laxmi (Telkom University, Indonesia), Rita Rismala (Telkom University, Indonesia), Hani Nurrahmi (Telkom University, Indonesia) 82

1D (E-Learning and HCI)

  • Digital Nudge Evaluation on COVID-19 tracing Application

    Dyah Wahyu Sukmaningsih (School of Information Systems BINUS University, Indonesia), Edi Abdurachman (Bina Nusantara University, Indonesia), Betty Purwandari (Universitas Indonesia, Indonesia), Agung Trisetyarso (Bina Nusantara University, Indonesia) 87

  • Developing Suicide Risk Idea Identification for Teenager (SERIINA) Mobile Apps Prototype using Extended Rapid Application Development

    Tenia Wahyuningrum (Telkom University & Institut Teknologi Telkom Purwokerto, Indonesia), Gita Fadila Fitriana (Telkom University, Indonesia), Ariq Cahya Wardhana (Telkom University, Indonesia), Muhammad Sidiq (Institut Teknologi Telkom Purwokerto, Indonesia), Dyah Wahyuningsih (Politeknik Kesehatan Semarang, Indonesia) 92

  • Designing An Educational Game Evaluation Framework Based On Game Mechanic

    Satrio A Rukmono (Institut Teknologi Bandung, Indonesia), Fais Zharfan Azif (Institut Teknologi Bandung, Indonesia), Muhammad Zuhri Catur Candra (Institut Teknologi Bandung, Indonesia) 98

  • Cultivating Recycling Awareness in Preschoolers using Animated Interactive Comic

    Siti Zulaiha Ahmad, Ts. (Universiti Teknologi Mara Perlis Branch, Malaysia), Nurul Aina Kamarulzaman (UiTM Perlis Branch, Malaysia), Ariffin Abdul Mutalib (Universiti Utara Malaysia, Malaysia) 104

  • Analysis Influence of The Organizational Learning Environment Factors To Encourage Employee Motivation Using E-Learning

    Nanik Qodarsih (The Research and Development and Education and Training Agency for Law and Judiciary & Mahkamah Agung RI, Indonesia), Achmad Hidayanto (University of Indonesia, Indonesia), Muhammad Rifki Shihab (Universitas Indonesia, Indonesia) 110

1E (Healthcare, Bioinformatics, and Biomedical Applications)

  • Distributed Phylogenetic Tree Processing on Biology Sequences Using Mapreduce

    Renaning Karutami Susilo (Telkom University, Indonesia), Setyorini Setyorini (Telkom University, Indonesia), Siti Amatullah Karimah (Telkom University, Indonesia) 116

  • Linear Regression Model to Predict the Spread of COVID-19 in Tangerang City

    Yusuf Sudiyono (Bina Nusantara University, Indonesia), Agung Trisetyarso (Bina Nusantara University, Indonesia), Harjanto Prabowo (Bina Nusantara University, Indonesia), Meyliana Meyliana (Bina Nusantara University, Indonesia) 121

  • Strategic Information System Planning for Indonesia Non-franchise Pharmacies Based on John Ward and Factor Analysis Method

    Tabah Arwiyanto (Diponegoro University, Indonesia), Adian Fatchur Rochim (Diponegoro University, Indonesia), R Rizal Isnanto (Diponegoro University, Indonesia) 127

  • Flexible Multi-Layer Condura Fabric Ultra Wide-Band Antenna For Telemedicine Application

    Yusnita Rahayu (Universitas Riau, Indonesia), Tasya Kirana (Universitas Riau, Indonesia) 133

  • Anonymizing Prescription Data Against Individual Privacy Breach in Healthcare Database

    Dedi Gunawan (Universitas Muhammadiyah Surakarta, Indonesia), Yusuf Sulistyo Nugroho (Universitas Muhammadiyah Surakarta, Indonesia), Maryam M (Universitas Muhammadiyah Surakarta, Indonesia), Fatah Al Irsyadi (Universitas Muhammadiyah Surakarta, Indonesia) 138

2A (Networking, IoT, and Security)

  • Simulation Of Jellyfish Topology Link Failure Handling Using Floyd-Warshall and Johnson Algorithm in Software Defined Network Architecture

    Muhammad Arief Nugroho (Telkom University, Indonesia), Andrian Rakhmatsyah (School of Computing - Telkom University, Indonesia) 144

  • Game Theoretical Power Control in Heterogeneous Network

    Anggun Fitrian Isnawati (Telkom University, Indonesia), Mas Aly Afandi (Institut Teknologi Telkom Purwokerto, Indonesia) 149

  • IoT Drone Camera for a Paddy Crop Health Detector with RGB Comparison

    Elvaretta Yucky (Telkom University, Indonesia), Aji Gautama Putrada (Telkom University, Indonesia), Maman Abdurohman (Telkom University, Indonesia) 155

  • A Review on IoT with Big Data Analytics

    Abu Fuad Ahmad (Faculty of Information Science and Technology Multimedia University, Malaysia), Md Shohel Sayeed (Multimedia University, Malaysia), Choo Peng Tan (Multimedia University, Malaysia), Kim Geok Tan (Multimedia University Malaysia, Malaysia), Ahsanul Bari (Multimedia University, Malaysia), Ferdous Hossain (Multimedia University, Malaysia) 160

  • Vehicle Blind Spot Area Detection Using Bluetooth Low Energy and Multilateration

    Muhammad Reza Widya Pratama (Telkom University, Indonesia), Maman Abdurohman (Telkom University, Indonesia), Aji Gautama Putrada (Telkom University, Indonesia) 165

2B (Computer Vision)

  • Facial Emotion Recognition using Transfer Learning of Alexnet

    Sarmela Raja Sekaran (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China), Kian Ming Lim (Multimedia University, Malaysia) 170

  • Visually Similar Handwritten Chinese Character Recognition with Convolutional Neural Network

    Wei Han Liu (Multimedia University, Malaysia), Kian Ming Lim (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China) 175

  • Pneumonia Classification using Gabor-Convolutional Neural Networks and Image Enhancement

    Agus Eko Minarno (Universitas Muhammadiyah Malang, Indonesia), Muhammad Rifal Alfarizy (Universitas Muhammadiyah Malang, Indonesia) 180

  • Fingerprint Enhancement using Iterative Contextual Filtering for Fingerprint Matching

    Brama Yoga Satria (Gadjah Mada University, Indonesia), Agus Bejo (Universitas Gadjah Mada, Indonesia), Risanuri Hidayat (Gadjah Mada University (UGM), Indonesia) 186

  • Histogram of Oriented Gradient Random Template Protection for Face Verification

    Lucas Chong Wei Jie (Multimedia University, Malaysia), Siew Chin Chong (Multimedia University, Malaysia) 192

2C (Data Science)

  • Aspect-Based Sentiment Analysis in Beauty Product Reviews Using TF-IDF and SVM Algorithm

    Nadira Putri Arthamevia (Telkom University, Indonesia), A Adiwijaya (Telkom University, Indonesia), Mahendra Dwifebri Purbolaksono (Telkom University, Indonesia) 197

  • Aspect Term Extraction Using Deep Learning-Based Approach on Indonesian Restaurant Reviews

    Rachmansyah Adhi Widhianto (Telkom University, Indonesia), Ade Romadhony (Telkom University, Indonesia) 202

  • Spam Detection on Indonesian Beauty Product Review

    Muhammad Ahsan Athallah (Telkom University, Indonesia), Ade Romadhony (Telkom University, Indonesia) 207

  • Emotion Classification on Indonesian Twitter Using Convolutional Neural Network (CNN)

    Firhan Maulana Rusli (Telkom University & Lovia, Indonesia), Rita Rismala (Telkom University, Indonesia), Hani Nurrahmi (Telkom University, Indonesia) 213

  • Mapping Complex Tourist Destination Preferences: Network Perspectives

    Dian Puteri Ramadhani (Telkom University, Indonesia), Andry Alamsyah (Telkom University, Indonesia), Muhammad Nashir Atmaja (Telkom University, Indonesia), Joe Panjaitan (Telkom University, Indonesia) 219

2D (E-Learning and HCI)

  • Exploring the existence and variation of Game Player Traits among Undergraduate students in Malaysia

    Mageswaran Sanmugam (Universiti Sains Malaysia, Malaysia) 225

  • Implementation of Continuous Integration and Continuous Delivery (CI/CD) on Automatic Performance Testing

    Mohammad Rizky Pratama (Telkom University, Indonesia), Dana Sulistiyo Kusumo (Telkom University, Indonesia) 230

  • Understanding Government Reorganization Impact from Knowledge Management Perspective: A Study Case

    Yulia Sulistyaningsih (Universitas Indonesia, Indonesia), Khairiyah Rizkiyah (University of Indonesia, Indonesia), Sofian Lusa (University of Indonesia, Indonesia), Assaf Arief (University of Indonesia, Indonesia) 236

  • RPA-based Bots for Managing Online Learning Materials

    Siti Fatimah Abdul Razak (Multimedia University, Malaysia), Faizuniza Mashhod (Multimedia University, Malaysia), Zulfadhli Najmi bin Zaidan (Multimedia University, Malaysia), Sumendra Yogarayan (Multimedia University (MMU), Malaysia) 242

  • Enterprise Resource Planning Teaching in Post Pandemic using Gamification

    Kaushal Jheengut (Mauritius), Dinesha Cauleechurn (Mauritius), Bibi Zarine Cadersaib (University of Mauritius & Reduit, Mauritius) 247

2E (Healthcare, Bioinformatics, and Biomedical Applications)

  • Holick's Rule Implementation: Calculation of Produced Vitamin D from Sunlight Based on UV Index, Skin Type, and Area of Sunlight Exposure on the Body

    Jonathan Salomo (Bandung Institute of Technology & IEEE ITB Student Branch, Indonesia), Eduardus Ariasena (Bandung Institute of Technology, Indonesia), Athaya Syaqra (Bandung Institute of Technology, Indonesia), Salma Majidah (Bandung Institute of Technology, Indonesia) 253

  • T-COFFEE Multiple Sequence Aligner on Hadoop Spark Cluster

    Viebiyanty Prihatiningrum (Telkom University, Indonesia), Setyorini Setyorini (Telkom University, Indonesia), Siti Amatullah Karimah (Telkom University, Indonesia) 259

  • Relaxation Oscillator Using Closed-loop Dual Comparator for Biomedical Applications

    Theodora Valerie (Universitas Gadjah Mada, Indonesia), Dodi Garinto (Politeknik Manufaktur Astra & Indonesian Power Electronics Center, Indonesia), Prapto Nugroho (Universitas Gadjah Mada, Indonesia), Ary Syahriar (University al Azhar Indonesia & Faculty of Science and Technology, Indonesia), Eka Samsul Ma'arif (Astra Manufacturing Polytechnic, Indonesia) 264

  • Wireless Programmable body sensor networks and Situated Healthcare

    Alberto Faro (Deepsensing srl, Italy), Daniela Giordano (University of Catania, Italy), Mario Venticinque (Municipality of Catania, Italy) 269

3A (Networking, IoT, and Security)

  • AADC 3: Active-Active Distributed Controller with 3-in-1 Asynchronous Heartbeat Synchronization Method in Software-Defined Networks

    Muhammad Arief Nugroho (Telkom University, Indonesia), Vera Suryani (Telkom University, Indonesia) 275

  • 4G LTE Cellular Network Coverage Planning and Simulation on Mandalay Area with Propagation Model Cost-Hatta

    Ahmad Idris (Universitast Al-Azhar Indonesia, Indonesia), Suci Rahmatia (University of Al Azhar Indonesia, Indonesia), M. Ismail (PT. Nokia Solutions and Networks, Indonesia) 280

  • USB Flash Drives Forensic Analysis to Detect Crown Jewel Data Breach in PT. XYZ (Coffee Shop Retail - Case Study)

    Daniel Septianto (Swiss German University & Asia Pulp and Paper, Indonesia), Lukas Lukas (Universitas Katolik Indonesia Atma Jaya, Indonesia), Bagus Mahawan (Swiss German University, Indonesia) 286

  • Detection of Sinusoids with Frequency Drift in White Gaussian Noise

    Bradley Comar (US DoD, USA) 291

  • Tone Detection System Design for Targets with Frequency Drift

    Bradley Comar (US DoD, USA) 297

3B (Computer Vision)

  • Enhanced AlexNet with Super-Resolution for Low-Resolution Face Recognition

    Jin Chyuan Tan (Multimedia University, Malaysia), Kian Ming Lim (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China) 302

  • An End-to-End Optical Character Recognition Pipeline for Indonesian Identity Card

    Andreas Chandra (Warung Pintar Sekali, Indonesia), Ruben Stefanus (Warung Pintar Sekali, Indonesia) 307

  • A Study of Batik Style Transfer using Neural Network

    Aditya Firman Ihsan (Telkom University, Indonesia) 313

  • Tomato Plant Disease Identification through Leaf Image using Convolutional Neural Network

    Aulia Ikvanda Yoren (Telkom University, Indonesia), Suyanto Suyanto (Telkom University, Indonesia) 320

3C (Data Science)

  • Non-Stationary Order of Vector Autoregression in Significant Ocean Wave Forecasting

    Fikka Raudiya (Telkom University, Indonesia), Aniq Atiqi (Telkom University, Indonesia), Didit Adytia (School of Computing, Telkom University, Indonesia) 326

  • FN-Net: A Deep Convolutional Neural Network for Fake News Detection

    Kian Long Tan (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China), Kian Ming Lim (Multimedia University, Malaysia) 331

  • Sentiment Analysis of Ojek Online User Satisfaction Based on the Naïve Bayes and Net Brand Reputation Method

    Alam Rahmatulloh (Siliwangi University, Indonesia), Rahmi Shofa (Siliwangi University, Indonesia), Irfan Darmawan (Telkom University, Indonesia), Ardiansah Ardiansah (Siliwangi University, Indonesia) 337

  • Raw Paper Material Stock Forecasting with Long Short-Term Memory

    Febryo Kurniawan (Tarumanagara University, Indonesia), Dyah Herwindiati (Tarumanagara University, Indonesia), Manatap Dolok Lauro (Tarumanagara University, Indonesia) 342

  • Mobile Customer Behaviour Predictive Analysis for Targeting Netflix Potential Customer

    Suryadi Tanuwijaya (Telkom University, Indonesia), Andry Alamsyah (Telkom University, Indonesia), Maya Ariyanti (Telkom University, Indonesia) 348

3D (E-Learning and HCI)

  • Implementation and Analysis of Reusability Framework Design for Event User Interface Component in Phaser 3

    Ahmad Arsyel Abdul Hakim (Telkom Univetrsity, Indonesia), Dana Sulistiyo Kusumo (Telkom University, Indonesia), Jati H. Husen (Telkom University, Indonesia) 353

  • Master Data Management Maturity Model (MD3M) Assessment: A Case Study in Secretariat of Presidential Advisory Council

    Chielsin Ko (Universitas Indonesia, Indonesia), Andytias Adywiratama (Universitas Indonesia, Indonesia), Achmad Hidayanto (University of Indonesia, Indonesia) 359

  • Capturing Institution and Learners Readiness of e-Learning Implementation: A Case Study of a University in Bandung, Indonesia

    Dawam Dwi Jatmiko Suwawi (Telkom University, Indonesia), Bayu Aditya (Telkom Univetrsity, Indonesia), Nungki Selviandro (Telkom University, Indonesia), Anisa Herdiani (Telkom Univetrsity, Indonesia), Yati Rohayati (Telkom University, Indonesia), Yanuar Firdaus Arie Wibowo (Telkom University, Indonesia) 364

  • Satisfaction Factors of Indonesian National Civil Servant Recruitment System

    Galih Kenang Avianto (Universitas Indonesia, Indonesia), Fitria Elliyana (Universitas Indonesia, Indonesia), Dana I. Sensuse (Universitas Indonesia, Indonesia) 371

  • The Preliminary Study on the Perception of Engineering Students on Blended Learning

    Min Chi Low (Universiti Tunku Abdul Rahman, Malaysia), Chen Kang Lee (Universiti Tunku Abdul Rahman, Malaysia), Manjit Singh Sidhu (Universiti Tenaga Nasional & College of IT, Malaysia), Zaimah Hasan (Universiti Tenaga Nasional, Malaysia), Seng Poh Lim (Universiti Tunku Abdul Rahman, Malaysia), Seng Chee Lim (Tunku Abdul Rahman University College, Malaysia) 377

3E (Healthcare, Bioinformatics, and Biomedical Applications)

  • Implant Segmentation in Radiographic Imagery Using Wavelet Decomposition and Multiresolution MTANN

    Rangga Perwiratama (Universitas Atma Jaya Yogyakarta, Indonesia), Pranowo Pranowo (Universitas Atma Jaya Yogyakarta, Indonesia), Djoko Budiyanto Setyohadi (Universitas Atma Jaya Yogyakarta, Indonesia) 383

  • Improving Multi-Class Motor Imagery EEG Signals Classification Using Ensemble Learning Method

    Deni Kurnianto Nugroho (Universitas Gadjah Mada, Indonesia), Noor Akhmad Setiawan (Universitas Gadjah Mada, Indonesia), Hanung Adi Nugroho (Universitas Gadjah Mada, Indonesia) 388

  • Implementation and Experimental Characterization of Dual-Band Wearable Reflector Composed of AMC Structure for Wireless Communication

    Achmad Munir (Institut Teknologi Bandung, Indonesia), Dwiki Haryanto (Telkom University, Indonesia), Ichsan Nusobri (Telkom University, Indonesia), Levy Olivia Nur (Telkom University, Indonesia) 394

4A (Networking, IoT, and Security)

  • Modified Pixel Value Ordering-based Predictor for Reversible Data Hiding on Video

    Tohari Ahmad (Institut Teknologi Sepuluh Nopember, Indonesia), Alek Nur Fatman (Institut Teknologi Sepuluh Nopember, Indonesia), Ahmad Hoirul Basori (King Abdulaziz University, Saudi Arabia) 398

  • Simulation Analysis of Partial Transmit Sequence on Palm Date Leaf Clipping for PAPR Value Reduction

    Vincent Vincent (Institut Teknologi Bandung, Indonesia), Antonius Suhartomo (President University, Indonesia), Joni W. Simatupang (Indonesia Defense University, Indonesia & Universitas Indonesia & NTUST, Taiwan), Mia Galina (University of Indonesia & President University, Indonesia) 404

  • Design Automation of Single Photon Counting Method for Quantum Random Number Generation

    Dwi Novazrianto (Politeknik Siber dan Sandi Negara & Hardware Cryptographic Engineering, Indonesia), Alwan Muhamad Fajar (Politeknik Siber dan Sandi Negara, Indonesia), Aprilia Kusuma Dewi (Politeknik Siber dan Sandi Negara, Indonesia), Muhammad Yusuf (Politeknik Siber dan Sandi Negara, Indonesia), Rini Wisnu Wardhani (Pusan National University, Korea (South)), Dedy Septono Catur Putranto (BSSN, Indonesia) 411

  • On the Modifications of a Digital Signature Algorithm with Secret Sharing

    Umi Uli Zulfah (Badan Siber dan Sandi Negara, Indonesia), Mareta Wahyu Ardyani (Politeknik Siber dan Sandi Negara, Indonesia) 417

  • Connected Vehicle Communication Concept for Flood Level Warning Using Low Cost Microcontroller

    Sumendra Yogarayan (Multimedia University (MMU), Malaysia), Siti Fatimah Abdul Razak (Multimedia University, Malaysia), Mohd Fikri Azli Abdullah (Multimedia University, Malaysia), Fremont Kwong (Multimedia University, Malaysia, Indonesia) 423

  • Randomness, Uniqueness, and Steadiness Evaluation of Physical Unclonable Functions

    Rivaldo Ludovicus Sembiring (Telkom University, Indonesia), Rizka Reza Pahlevi (Nagoya University, Japan), Parman Sukarno (Telkom University, Indonesia) 429

4B (Computer Vision)

  • A Low-Cost High-Accuracy Thermal Camera Using Off-the-shelf Hardware Devices

    Dinh-Tien Tran (Ho Chi Minh City University of Technology, VNU-HCM, Vietnam), Viet-Khoa Nguyen (Ho Chi Minh City University of Technology, VNU-HCM, Vietnam), Ngoc-Thien Nhan (Ho Chi Minh City University of Technology, VNU-HCM, Vietnam), Duc-Hiep Nguyen (Ho Chi Minh City University of Technology, VNU-HCM & Vietnam Blockchain Corporation (VBC), Vietnam), Hoang-Anh Pham (Ho Chi Minh City University of Technology (HCMUT) & Vietnam National University Ho Chi Minh City (VNU-HCM), Vietnam) 434

  • Sentinel 1 Classification for Garlic Land Identification using Support Vector Machine

    Muhammad Asyhar Agmalaro (IPB University, Indonesia), Imas Sukaesih Sitanggang (Bogor Agricultural University, Indonesia), Mia Waskito (IPB University, Indonesia) 440

  • Recognition of Academic Emotions in Online Classes

    Jordan Ming Han Pang (Multimedia University, Malaysia), Tee Connie (Multimedia University, Malaysia), Goh Kah Ong Michael (Multimedia University, Malaysia) 445

  • Image Steganography Compressive Sensing Orthogonal Matching Pursuit

    Irma Safitri (Telkom University, Indonesia), Ratri Dwi Atmaja (Telkom University, Indonesia), Vikra Akbar (Telkom Univetrsity, Indonesia) 451

4C (Data Science)

  • Hoax Identification on Tweets in Indonesia Using Doc2Vec

    Titi Widaretna (Telkom University, Indonesia), Jimmy Tirtawangsa (Telkom University, Indonesia), Ade Romadhony (Telkom University, Indonesia) 456

  • Electronic Nose Dataset for Classifying Rice Quality using Neural Network

    Ferdy Erlangga (Telkom University, Indonesia), Dedy Rahman Wijaya (Telkom University, Indonesia), Wawa Wikusna (Telkom University, Indonesia) 462

  • SVM Parallel Concept Test with SMO Decomposition on Cancer Microarray Dataset

    Rahmat Ramadan Prasojoe (University of Telkom, Indonesia), Setyorini Setyorini (Telkom University, Indonesia) 467

  • Detecting Online Recruitment Fraud Using Machine Learning

    Hridita Tabassum (BRAC University, Bangladesh), Gitanjali Ghosh (BRAC University, Bangladesh), Afra Atika (BRAC University, Bangladesh), Amitabha Chakrabarty (BRAC University, Bangladesh) 472

  • Data Mining for Revealing Relationship Between Google Community Mobility and Macro-Economic Indicators

    Gunawan Gunawan (University of Surabaya, Indonesia) 478

4D (E-Learning and HCI)

  • Suitable Knowledge Management Process Implementation: a case study of PT XYZ

    Yusuf Pratama (Universitas Indonesia, Indonesia), Dana I. Sensuse (Universitas Indonesia, Indonesia), Sofian Lusa (University of Indonesia, Indonesia), Damayanti Elisabeth (Universitas Indonesia, Indonesia), Nadya Safitri (Universitas Indonesia, Indonesia), Ghanim Kanugrahan (Universitas Indonesia, Indonesia), Bryanza Novirahman (Universitas Indonesia, Indonesia) 483

  • Critical Success Factors for Project Tracking Software Implementation: A Case Study at a Banking Company in Indonesia

    Hendro Prabowo Hadi (University of Indonesia, Indonesia), Ridha Eryadi (University of Indonesia, Indonesia), Teguh Raharjo (Universitas Indonesia, Indonesia) 488

  • Assurance Case Pattern using SACM Notation

    Nungki Selviandro (Telkom University, Indonesia) 494

  • Sustainability And Aptness Of Game Elements In A Gamified Learning Environment

    Mageswaran Sanmugam (Universiti Sains Malaysia, Malaysia) 500

  • User Interface Model for Visualization of Learning Materials in Comic Strip Form Using Goal-Directed Design Method

    Muhammad Fauzan Nur Adillah (School of Computing - Telkom University, Indonesia), Danang Junaedi (Telkom University, Indonesia), Yanuar Rahman (Telkom University, Indonesia) 506

4E (Networking, IoT, and Security)

  • Accessibility and Response Time Analysis on the COVID19 Website in Indonesia

    Ryan Wicaksono (Telkom University, Indonesia), Hilal H. Nuha (Telkom University, Indonesia) 511

  • Modified Bit Parity Technique for Error Detection of 8 Bit Data

    Fakhira Zulfira (Telkom University, Indonesia), Hilal H. Nuha (Telkom University, Indonesia), Dodi Wisaksono Sudiharto (Telkom University, Indonesia), Rio Guntur Utomo (Telkom University, Indonesia) 517

  • IoT Application on Agricultural Area Surveillance and Remote-controlled Irrigation Systems

    Ratnasari Nur Rohmah (Mesan Baru No. 29 & Universitas Muhammadiyah Surakarta, Indonesia), Heru Supriyono (Universitas Muhammadiyah Surakarta, Indonesia), Agus Supardi (Universitas Muhammadiyah Surakarta, Indonesia), Hasyim Asyari (Universitas Muhammadiyah Surakarta, Indonesia), Riant Rahmadi (Universitas Muhammadiyah Surakarta, Indonesia), Yana Oktafianto (Universitas Muhammadiyah Surakarta, Indonesia) 522

  • Hunting Cyber Threats in the Enterprise Using Network Defense Log

    Ardian Oktadika (Swiss German University, Indonesia), Charles Lim (Swiss German University, Indonesia), Kalpin Erlangga (Swiss German University, Indonesia) 528

  • Present-80 Encryption Algorithm Implementation on GPRS Arduino Mega-2560 Cyber Physical Tracking System

    Dwi Novazrianto (Politeknik Siber dan Sandi Negara & Hardware Cryptographic Engineering, Indonesia), Rini Wisnu Wardhani (Pusan National University, Korea (South)), Naufal Hafiz Syahidan (Politeknik Siber dan Sandi Negara & Hardware Cryptographic Engineering, Indonesia) 534

5A (Networking, IoT, and Security)

  • Learning Method of Performance-oriented Congestion Control (PCC) for Video Streaming Analysis

    Rezy Noerdyah (Telkom University, Indonesia), Hilal H. Nuha (Telkom University, Indonesia), Sidik Prabowo (Telkom University, Indonesia) 539

  • Building an ID Card Repository with Progressive Web Application to Mitigate Fraud based on the Twelve-Factor App methodology

    Kevin Akbar Adhiguna (Padjadjaran University & Lovia, Indonesia), Firhan Maulana Rusli (Telkom University & Lovia, Indonesia), Hendy Irawan (Telkom University, Indonesia, Indonesia) 544

  • XB-Pot: Revealing Honeypot-based Attacker's Behaviors

    Ryandy Djap (Swiss German University, Indonesia), Charles Lim (Swiss German University, Indonesia), Kalpin Erlangga (Swiss German University, Indonesia), Andi Yusuf (BSSN, Indonesia) 550

  • Design of a Snort-based IDS on the Raspberry Pi 3 Model B+ Applying TaZmen Sniffer Protocol and Log Alert Integrity Assurance with SHA-3

    Garand Yudha (Politeknik Siber dan Sandi Negara, Indonesia), Rini Wisnu Wardhani (Pusan National University, Korea (South)) 556

  • Experimental Investigation of Wave Absorber Made of Ring Resonator-Based AMC Structure

    Levy Olivia Nur (Telkom University, Indonesia), Ichsan Nusobri (Telkom University, Indonesia), Budi Syihabuddin (Telkom University, Indonesia), Achmad Munir (Institut Teknologi Bandung, Indonesia) 562

5B (Data Science)

  • Information Cascade Mechanism and Measurement of Indonesian Fake News

    Andry Alamsyah (Telkom University, Indonesia), Asla Sonia (Telkom University, Indonesia) 566

  • Fraud Accounts Identification Modelling on Multi-Platform E-Commerce

    Grawas Sugiharto (Jakarta & ITB Indonesia, Indonesia), Yudistira Asnar (Counselor, Indonesia) 571

  • Classification on Participants Renewal Process in Insurance Company: Case Study PT XYZ

    Deddy Utomo (University of Indonesia, Indonesia), Noperida Damanik (Universitas Indonesia, Indonesia), Indra Budi (Faculty of Computer Science & Universitas Indonesia, Indonesia) 576

  • Hybrid Space-Time Model and Machine Learning for Forecasting Multivariate Spatio-Temporal Data

    Hendri Prabowo (Institut Teknologi Sepuluh Nopember, Indonesia), Dedy Dwi Prastyo (Institut Teknologi Sepuluh Nopember, Indonesia), Setiawan Setiawan (Institut Teknologi Sepuluh Nopember, Indonesia) 582

  • Comparative Study of Covid-19 Tweets Sentiment Classification Methods

    Untari N. Wisesty (Bandung Institute of Technology, Indonesia, Indonesia), Rita Rismala (Telkom University, Indonesia), Wira Munggana (Bandung Institute of Technology, Indonesia), Ayu Purwarianti (Bandung Institute of Technology, Indonesia) 588

5C (Data Science)

  • Forecasting of COVID-19 Cases in Jakarta using Poisson Autoregression

    Bahrul Ilmi Nasution (Jakarta Smart City, Indonesia), Yudhistira Nugraha (Telkom University, Indonesia), Juan Kanggrawan (Jakarta Smart City, Indonesia), Alex Lukmanto Suherman (Directorate of Research and Community Service, Indonesia) 594

  • Optimization of Crops Allocation Planning in Cianjur Involving Water Cost Constraints Using Genetic Algorithm

    Irma Palupi (Telkom University, Indonesia), Bambang Wahyudi (Telkom University, Indonesia), Siti Sa'adah (Telkom University d/h Telkom Institute of Technology & Southampton University, Indonesia) 600

  • Fake News Detection with Hybrid CNN-LSTM

    Kian Long Tan (Multimedia University, Malaysia), Chin Poo Lee (University of Nottingham Ningbo China, China), Kian Ming Lim (Multimedia University, Malaysia) 606

  • Aspect Based Sentiment Analysis With Combination Feature Extraction LDA and Word2vec

    Rizka Vio Octriany Inggit Sudiro (Telkom University, Indonesia), Sri Suryani (Telkom University, Indonesia), Yuliant Sibaroni (Telkom University, Indonesia) 611

  • Sentiment Analysis on Beauty Product Reviews using LSTM Method

    Muhammad Rafii Danendra (Telkom University, Indonesia), Yuliant Sibaroni (Telkom University, Indonesia) 616

5D (Data Science)

  • Indonesian ID Card Extractor Using Optical Character Recognition and Natural Language Post-Processing

    Firhan Maulana Rusli (Telkom University & Lovia, Indonesia), Kevin Akbar Adhiguna (Padjadjaran University & Lovia, Indonesia), Hendy Irawan (Telkom University, Indonesia, Indonesia) 621

  • Analysis of Records Management Maturity Level for Data Collection of Network Assets in Indonesian Telecommunication Industry

    Rizky A C Eka Putri (University of Indonesia, Indonesia), Achmad Hidayanto (University of Indonesia, Indonesia) 627

  • Data Acquisition Guide for Forest Fire Risk Modelling in Malaysia

    Yee Jian Chew (Multimedia University, Malaysia), Shih Yin Ooi (Multimedia University, Malaysia), Ying Han Pang (Multimedia University, Malaysia) 633

  • Implementation of Hidden Markov Model (HMM) to Predict Financial Market Regime

    Irma Palupi (Telkom University, Indonesia), Bambang Wahyudi (Telkom University, Indonesia), Agung Putra (Telkom University, Indonesia) 639

  • Prediction of Graduation with Naïve Bayes Algorithm and Principal Component Analysis (PCA) on Time Series Data

    Wishnu Dwi Herlambang (Margahayu Raya, Jalan Andromeda VIII, Indonesia), Kusuma Ayu Laksitowening (Telkom University, Indonesia), Ibnu Asror (Telkom University, Indonesia) 645

5E (Data Science)

  • Comparative Analysis of Support Vector Machine (SVM) and Random Forest (RF) Classification for Cancer Detection using Microarray

    Irawansyah Irawansyah (Telkom University, Indonesia), A Adiwijaya (Telkom University, Indonesia), Widi Astuti (Telkom University, Indonesia) 650

  • Evaluating the BPPT Medical Speech Corpus for An ASR Medical Record Transcription System

    Elvira Nurfadhilah (Agency for the Assessment and Application of Technology (BPPT), Indonesia), Asril Jarin (National Research and Innovation Agency (BRIN), Indonesia), Lyla Ruslana Aini (Agency for the Assessment and Application of Technology (BPPT), Indonesia), Siska Pebiana (National Research Center and Innovation Agency of Republic Indonesia, Indonesia), Agung Santosa (Institut Teknologi Sepuluh Nopember (ITS) & National Research and Innovation Agency (BRIN), Indonesia), Mohammad Teduh Uliniansyah (National Research and Innovation Agency, Indonesia), Eduward Butarbutar (Solusi247, Indonesia), Desiani Desiani (National Research and Innovation Agency (BRIN), Indonesia), Gunarso Gunarso (National Research and Innovation Agency (BRIN), Indonesia) 657

  • Implementation of Simulated Annealing-Support Vector Machine on QSAR Study of Indenopyrazole Derivative as Anti-Cancer Agent

    Muhammad Fajar Rizqi (Telkom University, Indonesia), Reza Rendian Septiawan (Telkom University, Indonesia), Isman Kurniawan (Telkom University, Indonesia) 662

  • Ransomware Detection on Bitcoin Transactions Using Artificial Neural Network Methods

    Hairil Hairil (Telkom University, Indonesia), Niken Cahyani (Telkom University, Indonesia), Hilal H. Nuha (Telkom University, Indonesia) 669

  • Emotional Context Detection on Conversation Text with Deep Learning Method Using Long Short-Term Memory and Attention Networks

    Afrida Helen (Universitas Padjadjaran (Unpad), Indonesia), Mira Suryani (Universitas Padjadjaran, Indonesia), Hidayatul Fakhri (Universitas Padjadjaran, Indonesia) 674