1st Edition
The Spirit of Recovery IT Perspectives, Experiences, and Applications during the COVID-19 Pandemic
The scope of this book focuses on how information technology may assist in achieving goals and in providing solutions to problems such as a pandemic. Research on the Internet and on technology has been done, and the findings have applications in various sectors that rely on interdisciplinary knowledge. This book explores and describes state-of-the-art research conducted during the COVID-19 pandemic. Topics covered include the IT viewpoint and the rules governing digital transformation throughout the pandemic. The Digital Revolution sped up by a decade during COVID-19, which impacted both the user experience and that of software developers. As a component of the digital transformation process, this book explores the experiences of both the user and developer when attempting to change and adapt while utilizing an information technology program.
This book includes five topics: (1) multidisciplinary artificial intelligence, (2) Smart City and Internet of Things applications, (3) game technology and multimedia applications, (4) data science and business intelligence, and (5) IT hospitality and information systems. Each topic is covered in several book chapters with some application in several countries, especially developing countries. The chapters provide insight from contributors with different perspectives and several diverse fields who present new ideas and approaches to solving problems associated with the worldwide pandemic.
List of Contributors
1. Automatic HTML Generator from Sketch Using Deep Learning to Speed Up Web Developing Post-COVID-19
Yosi Kristian, Robert Subianto, Eka Rahayu Setyaningsih, and Anik Nur Handayani
2. Dealing with COVID-19 Using Deep Learning for Computer Vision
Felix Andika Dwiyanto, Rafał Dreżewski, and Aji Prasetya Wibawa
3. Real-Time Detection of COVID-19 Protocol Implementation Using Convolutional Neural Networks and Inverse Perspective Mapping
Yosi Kristian, Mo Raymond A. P., FX. Ferdinandus, Gunawan, Arya Tandy Hermawan, Ilham Ari Elbaith Zaeni, and Jehad Abdelhamid Hammad
4. Marketplace Product Image Grouping Using Transfer Learning of Deep Convolutional Neural Network in COVID-19 Post-Pandemic Situation
Yuliana Melita Pranoto, Anik Nur Handayani, and Yosi Kristian
5. The Chamber Monitoring Suspected COVID-19 Based on IoT Geographic Information Systems
Fachrul Kurniawan, Yunifa Miftachul Arif, Afrijal Rizqi Ramadan, Shoffin Nahwa Utama, Supriyonoe, Johan Ericka, Okta Qomarudin Aziz, Fresy Nugroho, Fajar Rohman Hariri, and Meidya Koeshardianto
6. Comprehensive Analysis of Information Technology Solutions and the Impact of the COVID-19 Pandemic on Human Life
Triyo Supriyatno and Fachrul Kurniawan
7. The Microcontroller-Based Technology for Developing Countries in the COVID-19 Pandemic Era
Dolly Indra, Fitriyani Umar, Farniwati Fattah, Huzain Azis, and Abdul Rachman Manga
8. A Wireless Infrastructure Prototype Based on a Cloud Networking Solution to Optimize Service Provision in a Health Provider Entity
Leonel Hernández, Fachrul Kurniawan, and Rayner Alfred
9. Virtual Reality as Social Interaction Medium Between COVID-19 Pandemic and Endemic Situations
Ong, Hansel Santoso, Hartarto Junaedi, and Joan Santoso
10. The Integration of Ambient Intelligence with Serious Game for Recommendation System of Tourist Destinations Post-COVID-19 Pandemic
Yunifa Miftachul Arif, Fachrul Kurniawan, Hani Nurhayati, Fresy Nugroho, Muhamad Faisal, Ahmad Fahmi Karami, Ashri Shabrina Afrah, and Roman Voliansky
11. Designing a Virtual Expo Area Amidst the Pandemic
Herman Thuan To Saurik, Harits Ar Rosyid, Andreas Adi Purwanto, Hartarto Junaedi, and Esther Irawati Setiawan
12. Continuance Intention in Massive Open Online Courses Using Extended Expectation-Confirmation Model
Chow Shean Shyong and Edwin Pramana
13. Online Supervision for Internship Student During the COVID-19 Pandemic and Beyond
Putu Indah Ciptayani, Putu Manik Prihatini, Kadek Cahya Dewi, and I Nyoman Eddy Indrayana
14. The Lecturer Document Management System in the COVID-19 Pandemic: Benefits, Challenges, Potential, and Difficulties
Ni Gusti Ayu Putu Harry Saptarini, Putu Indah Ciptayani, I Nyoman Eddy Indrayana, and I Putu Bagus Arya Pradnyana
15. Fast-Track Program with Recognition of Prior Learning in Post-Pandemic COVID-19
I Made Ari Dwi Suta Atmaja, I Nyoman Gede Arya Astawa, Ni Wayan Wisswani, I Ketut Parnata, and Putu Wijaya Sunu
16. Student Satisfaction with Distance Learning during Pandemic Era Using Machine Learning Methods
Erry Fuadillah and Lala Septem Riza
17. Food Security Clustering in Indonesia around the COVID-19 Pandemic
Imam Mukhlis, Aji Prasetya Wibawa, Agung Winarno, and Özlem Sökmen Gürçam
18. Support Vector Machine for Sentiment Analysis of COVID-19 Vaccine
Poetri Lestari Lokapitasari Belluano, Audi Faathirmansyah Mashar, Andi Widya Mufila Gaffar, Abdul Rachman Manga, and Purnawansyah
19. Seasonal and Trend Forecasting of COVID-19 Cases Using Deep Learning
Agung Bella Putra Utama, Haviluddin, Andri Pranolo, Xiaofeng Zhou, and Yingchi Mao
20. Immunology and Microbiology Journals Quartile Classification Using Decision Tree (ID3) Ensemble Models
Nastiti Susetyo Fanany Putri, Aji Prasetya Wibawa, Harits Ar Rosyid, Andrew Nafalski, and Eisuke Hanada
21. Opinion Mining on Post-COVID-19 Hybrid Learning
Yulita Salim, Desi Anggreani, Huzain Azis, Herdianti Darwis, Purnawansyah, and Gulsun Kurubacak
22. Sentiment Analysis Concerning Indonesian Community Acceptance of COVID-19 Vaccine in Social Media
Aisyah Larasati, Deni Prastyo, and Agus Rachmad Purnama
23. Graph Clustering for Social Media Listening during COVID-19
Esther Irawati Setiawan, Joan Santoso, Julius Sugianto, Alvin Sucita, Michael Tenoyo, Mitchell Arthur, and Willyanto Dharmawan
Biography
Aji Prasetya Wibawa was awarded a doctoral degree in Electrical and Information Engineering from the University of South Australia (UniSA). He was formerly the head of the Electrical Engineering Department at Universitas Negeri Malang (UM) in Indonesia. He is currently head of the Academic Publication Center at UM. He is the leader of a research group that focuses on knowledge engineering and data science (KEDS). His research interests include artificial intelligence, data mining, machine translation, and social informatics. These research interests are reflected in the journals he edits, such as Knowledge Engineering and Data Science (KEDS) and Bulletin of Social Informatics Theory and Application (BUSINTA).
