ICoICT 2022 Advance Book

ADVANCED PROGRAM | ICOICT 2022

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CONFERENCE INFORMATION Dates August, 2 – 3 2022

Organizer Telkom University, Indonesia

Co-organizer Multimedia University, Malaysia

Universitas Gadjah Mada, Indonesia

Venue Zoom Virtual Webinar and Meeting

Secretariat School of Computing, Telkom University

Panambulai Building

Jl. Telekomunikasi Terusan Buah Batu, Bandung

West Java 40257

Indonesia

Phone: +62 22 7569131

Fax: +62 22 7565930

Email: [email protected]

Conference Website www.icoict.org

mailto:[email protected]

http://www.icoict.org/


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WELCOME MESSAGE On behalf of the Organizing and Program Committees, we cordially invite you to the 10th International Conference on Information and Communication Technology (ICoICT) 2022, which held on August 2-3, 2022. The 10 th ICoICT 2022 is co-organized by Telkom University Indonesia, Multimedia University Malaysia, and Universitas Gadjah Mada Indonesia, in collaboration with the IEEE Indonesia Section and IEEE Signal Processing Society Chapter. Previous ICoICT conferences have successfully acted as a venue for bringing together a varied group of people from academia and industry to exchange and present the most recent challenges and advancements in information and communication technology (ICT). Papers from the preceding ICoICT 2013 - 2021 have been published in IEEE Xplore and are indexed in Scopus. The technical agenda for the 10th ICoICT 2022 includes five keynotes, three tutorials, and 16 parallel sessions of 5 tracks on "Intelligent and Autonomous E-services toward a Hybrid Interaction Era". In this event, a competition for the Best Paper Award is organized. The 10 th ICoICT 2022 had 190 paper submissions from 18 nations, of which 78 were accepted - a 41.3% of acceptance rate. All submitted papers have through a rigorous peer-review procedure that assesses their importance, originality, and technical excellence. At least three professional reviewers independently examined each paper. The 10 th International Conference on Information and Communication Technology (ICoICT) 2022 is conducted virtually from the Telkom University campus. The organizing team has labored diligently to design a virtual conference that will be beneficial and interesting for both presenters and attendees. The entire conference format combines pre-recorded and asynchronous participation with Question-and-Answer (Q&A) and live video conversations. Colleagues, friends, and organizations have collaborated to arrange the 10th ICoICT 2022 conference. We would like to thank everyone who has participated and supported our efforts in a variety of ways, as well as everyone who helped make this event feasible and successful. We also would like to express our gratitude to the Indonesian Ministry of Education, Culture, Research, and Technology, Bank Indonesia, and Yayasan Pendidikan Telkom, for entrusting their support to the ICoICT 2022 event. Also, for the members of the Organizing Committee and Technical Committee, as well as our Telkom University colleagues, for their assistance with the organization and execution of this conference. We also want to express our appreciation to the reviewers who labored so diligently in evaluating the articles and making ideas for their enhancement. We extend our heartfelt appreciation to the Keynote and Tutorial Speakers. Lastly, we would like to acknowledge our gratefulness to the authors who have submitted their wonderful papers to this conference, as well as to all the attendees. We appreciate your virtual participation in the 10th ICoICT 2022 conference. We hope that the keynote talks, technical workshops, and parallel sessions stimulate your future research and provide you an enjoyable experience. Dr. Vera Suryani General Chair of ICoICT 2022


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COMMITTEE

Steering Committee

• A. Adiwijaya, Telkom University, Indonesia • Maman Abdurahman, Telkom University, Indonesia • Lau Siong Hoe, Multimedia University, Malaysia • Kok-Seng Wong, VinUniversity, Vietnam • Kim-Kwang Raymond Choo, University of Texas, USA • Abdi T. Abdalla, University of Dar es Salaam, Tanzania • Sultan Alamri, College of Computing and Informatics SEU, Saudi Arabia • Kiki Maulana Adhinugraha, La Trobe University, Australia • Ari Barmawi, Telkom University, Indonesia • Parman Sukarno, Telkom University, Indonesia • Rina Pudjiastuti, Telkom University, Indonesia

Organizing Committee General Chair

▪ Vera Suryani, Telkom University, Indonesia

General Co-Chair ▪ Imelda Atastina, Telkom University, Indonesia ▪ Ong Thian Song, Multimedia University, Malaysia

Secretariat Chair ▪ Siti Karimah, Telkom University, Indonesia ▪ Ooi Shih Yin, Multimedia University, Malaysia ▪ Dita Oktaria, Telkom University, Indonesia ▪ Ramanti Dharayani, Telkom University, Indonesia

Publication Chair ▪ Dawam Dwi Jatmiko, Telkom University, Indonesia ▪ Rifky Wijaya, Telkom University, Indonesia

Finance Chair ▪ Andrian Rakhmatsyah, Telkom University, Indonesia ▪ Chong Siew Chin, Multimedia University, Malaysia ▪ Aniq Atiqi Rohmawati, Telkom University, Indonesia ▪ Indwiarti, Telkom University, Indonesia

Event and Logistic Chair ▪ Fazmah Arif Yulianto, Telkom University, Indonesia ▪ Mira Sabariah, Telkom University, Indonesia ▪ Arief Nugroho, Telkom University, Indonesia ▪ Gamma Kosala, Universitas Gadjah Mada, Indonesia

Call For Paper Chair

▪ Mahmud Dwi Sulistiyo, Telkom University, Indonesia


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▪ Mohd Fikri bin Azli, Multimedia University, Malaysia ▪ Ong Chia Sui, Multimedia University, Malaysia ▪ Agung Toto Wibowo, Telkom University, Indonesia ▪ Prasti Eko Yunanto, Telkom University, Indonesia ▪ Rizka Reza Pahlevi, Telkom University, Indonesia

Tutorial and Special Session Chair

▪ Putu Harry Gunawan, Telkom University, Indonesia Sponsorship Chair

▪ Kemas Rahmat Saleh Wihaja, Telkom University, Indonesia Webmaster

▪ Rahmat Yasirandi, Telkom University, Indonesia ▪ Erwid Jadied, Telkom University, Indonesia

Technical Program Committee TPC Chair

▪ Ade Romadhony, Telkom University, Indonesia

Track Chair ▪ Kusuma Ayu Laksitowening, Telkom University, Indonesia ▪ Tee Connie, Multimedia University, Malaysia ▪ Bayu Erfianto, Telkom University, Indonesia ▪ Pang Ying Han, Multimedia University, Malaysia ▪ Lew Sook Ling, Multimedia University, Malaysia ▪ Niken Dwi Cahyani, Telkom University, Indonesia ▪ Ema Rachmawati, Telkom University, Indonesia ▪ Didit Adytia, Telkom University, Indonesia

TPC Member

▪ Rio Guntur Utomo, Telkom University, Indonesia ▪ Nungki Selviandro, Telkom University, Indonesia ▪ Aditya Firman Ihsan, Telkom University, Indonesia

Reviewers Achmad Rizal, Telkom University Ade Candra, University of Sumatera Utara Ade Romadhony, Telkom University Aditya Firman Ihsan, Telkom University Afrida Helen, Universitas Padjadjaran (Unpad) Agung Dewandaru, Bandung Institute of Technology Agung Wibowo, Telkom University Agus Hartoyo, Telkom University Albertus Joko Santoso, Universitas Atma Jaya Yogyakarta Alfan Wicaksono, Universitas Indonesia


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Alfian Akbar Gozali, Telkom University Amarilis Putri Yanuarifiani, Multimedia University Andi Wahju Rahardjo Emanuel, Universitas Atma Jaya Yogyakarta Andry Alamsyah, Telkom University Angelina Kurniati, Telkom University Apri Siswanto, Universitas Islam Riau Arbi Nasution, Universitas Islam Riau Ari Barmawi, Telkom University Arie Ardiyanti, Telkom University Arnida Latifah, Indonesian Institute of Science Asep Wahyudin, Universitas Pendidikan Indonesia (UPI Ashok Kumar Veerasamy, University of Turku Bayu Erfianto, Telkom University Bedy Purnama, Telkom University Berliyanto , Institut Teknologi Budi Utomo Bony Parulian Josaphat, Sekolah Tinggi Ilmu Statistik Budi Prasetya, Telkom University Catherine Sereati, Universitas Katolik Indonesia Atma Jaya Cecilia Esti Nugraheni, Parahyangan Catholic University Chin Poo Lee, Multimedia University Choo Kim Tan, Multimedia University Christian Naa, Parahyangan Catholic University Christina Juliane, STMIK AMIK BANDUNG Dade Nurjanah, Telkom University Dana Sulistyo Kusumo, Telkom University Dany Saputra, Universitas Bina Nusantara Dedy Rahman Wijaya, Telkom University Deni Saepudin, Telkom University Derwin Suhartono ,Bina Nusantara University Dhomas Hatta Fudholi, Universitas Islam Indonesia Diana Purwitasari, Institut Teknologi Sepuluh Nopember Didi Rosiyadi, Indonesian Institute of Sciences Didit Adytia, Telkom University Dody Utama, Telkom University Duma Hutapea, Universitas Katolik Indonesia Atma Jaya Jakarta Dwiza Riana, STMIK Nusa Mandiri Jakarta Ema Rachmawati, Telkom University Emil Kaburuan, Bina Nusantara University Endah Sudarmilah, Universitas Muhammadiyah Surakarta Endang Chumaidiyah, Telkom University Endang Djuana, Trisakti University Erna Nababan, University of North Sumatera Erwin B. Setiawan, Telkom University Esa Prakasa, Indonesian Institute of Sciences Evizal Abdul Kadir, Universitas Islam Riau Fakhriy Hario, Universitas Brawijaya Fang-Fang Chua, Multimedia University Farah Afianti, Telkom University Fariz Darari, Universitas Indonesia Favian Dewanta, Telkom University Fazmah Arif Yulianto, Telkom University Fetty Lubis, Bandung Institute of Technology


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Ford Gaol, Bina Nusantara University Gandeva Bayu Satrya, Telkom University Genta Indra Winata, Hong Kong University of Science and Technology Go Hasegawa, Tohoku University Goh Kah Ong Michael, Multimedia University Hapnes Toba, Maranatha Christian University Harry Santoso, Universitas Indonesia Heng Siong Lim, Multimedia University Hilal Nuha, Telkom University I Gusti Bagus Baskara Nugraha, Bandung Institute of Technology Imelda Atastina, Telkom University Indra Budi, Universitas Indonesia Indra Chandra, Telkom University Inna Syafarina, Indonesian Institute of Science Inne Husein, Telkom University Intan Nurma Yulita, Universitas Padjadjaran Irwan Irwan, STMIK MDP Isman Kurniawan, Telkom University Izzatdin Abdul Aziz, Universiti Teknologi PETRONAS Jan Wira Gotama Putra, Tokyo Institute of Technology Jessica Permatasari, Multimedia University Ji-Jian Chin, Multimedia University Jimmy Tirtawangsa, Telkom University Karel Bachri, Atma Jaya Catholic University of Indonesia Kemas Muslim Lhaksmana, Telkom University Kemas Rahmat Saleh Wiharja, Telkom University Kian Ming Lim, Multimedia University Kiki Maulana Adhinugraha, La Trobe University Koredianto Usman, Telkom University Kurnianingsih Kurnianingsih, Politeknik Negeri Semarang Kusuma Laksitowening, Telkom University Lee Ying Chong, Multimedia University Lee-Yeng Ong, Multimedia University Leonard Goeirmanto, Mercu Buana University Leow Meng Chew, Multimedia University Lillian Yee Kiaw Wang, Monash University Malaysia Mahmud Sulistiyo, Telkom University Maman Abdurohman, Telkom University Marisa Paryasto, Telkom University Masayu Leylia Khodra, Institut Teknologi Bandung Mewati Ayub, Maranatha Christian University Micke Rusmerryani, Research Lab AP Channel Mira Kania Sabariah, Telkom University Moch Arif Bijaksana, Telkom University Mohammed S. Al-Abiad, University of British Columbia Muhamad Koyimatu, Universitas Pertamina Muhamad Risqi Utama Saputra, University of Oxford Muhammad Agni Catur, Bhakti Sampoerna University Muhammad Haris, Bukalapak Muhammad Johan Alibasa, Telkom University Muhammad Kusban, Universitas Gadjah Mada Muhammad Nur Kholish Abdurrazaq, Institut Agama Islam Az-Zaytun


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Mustafa Mat Deris, University Tun Hussein Onn Malaysia Nian Chi Tay, Multimedia University Niken Dwi Wahyu Cahyani, Telkom University Niruwan Turnbull, Mahasarakham University Noor Cholis Basjaruddin, Politeknik Negeri Bandung Nungki Selviandro, Telkom University Nurul Ain, Universiti Teknologi Mara Ong Thian Song, Multimedia University Opim Sitompul, University of North Sumatera Panca Putra, Universitas Indonesia Parman Sukarno, Telkom University Paulus Insap Santosa, Universitas Gadjah Mada Pey Yun Goh, Multimedia University Putu Harry Gunawan, Telkom University Radoslava Kraleva, South-West University Ray Adderley JM Gining, Universiti Teknologi MARA Reza Pulungan, Universitas Gadjah Mada Rimba Whidiana Ciptasari, Telkom University Rina Mardiati, UIN Sunan Gunung Jati Rio Guntur Utomo, Telkom University Risnandar, Indonesian Institute of Sciences Robertus Nugroho, Soegijapranata Catholic University Ronald Adrian, Universitas Gadjah Mada Rony Kalfarisi, Bentley Systems Ruhaila Maskat, Universiti Teknologi MARA Sandy Vantika, Bandung Institute of Technology Saparudin Saparudin, Telkom University Sari Dewi Budiwati, Telkom University Satria Mandala, Telkom University Septafiansyah Dwi Putra, Politeknik Negeri Lampung Setiawan Hadi, Universitas Padjadjaran Setyorini, Telkom University Shen Yee Pang, Multimedia University Shih Yin Ooi, Multimedia University Shing Chyi Chua, Multimedia University Shukor Sanim Mohd Fauzi, Universiti Teknologi Mara, Perlis Campus Siew Chin Chong, Multimedia University Sin Yin Tan, Multimedia University Siong Hoe Lau, Multimedia University Siti Fatimah Abdul Razak, Multimedia University Siti Zainab Ibrahim, Multimedia University Sritrusta Sukaridhoto, Politeknik Elektronika Negeri Surabaya Susetyo Bagas Bhaskoro, Politeknik Manufaktur Bandung Suyanto, Telkom University Swee-Huay Heng, Multimedia University Tajul Rosli Razak, Universiti Teknologi MARA Tanty Oktavia, Bina Nusantara University Tedjo Darmanto, STMIK AMIK Bandung Tee Connie, Multimedia University Thomas Basuki, Curtin University Thomhert Siadari, DDH Inc. Timilehin Aderinola, Multimedia University


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Tirana Noor Fatyanosa, Brawijaya University Tohari Ahmad, Institut Teknologi Sepuluh Nopember Tora Fahrudin, Telkom University Vera Suryani, Telkom University Warih Maharani, Telkom University Warsun Najib, Universitas Gadjah Mada Wee How Khoh, Multimedia University Wei Chuen Yau Xiamen, University Malaysia Wikky Al Maki, Telkom University Wisnu Ananta Kusuma, Bogor Agriculture Institute Wiwin Suwarningsih, Indonesian Institute of Science Yanti Rusmawati, Telkom University Yee Ping Liew, Multimedia University Yee Yen Yuen, Multimedia University Ying Han Pang, Multimedia University Yudha Purwanto, Telkom University Yudi Wibisono, Indonesia University of Education Yuliant Sibaroni, Telkom University Yunita Sari, Universitas Gadjah Mada Z. k. Abdurahman Baizal, Telkom University Zoya Pourmirza, Newcastle University


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VIRTUAL CONFERENCE GENERAL INSTRUCTIONS

General Information ICoICT 2022 will be hosted as a fully virtual conference using Zoom. There are three types of sessions in ICoICT 2022, namely: keynote speeches, tutorials, and paper presentation sessions. Each session will have a co-host, a moderator or session chair or session host, presenters, and attendees. The co-host will be the person that facilitates the use of the technology. The moderator or session chair is present to coordinate the session and manage Q&A.

Access to sessions ● Keynote speeches and tutorials will be held in the Zoom Webinar room which has a large

enough capacity and will also be live streamed via Youtube so that it can be freely accessed

by the public.

● Birds-of-a-feather sessions and parallel paper presentations will be held in the Zoom Meeting

rooms which are smaller in capacity and can only be attended by presenters and authors of

registered papers.

Basic Session Structure ● 10 minutes before the Session: The co-host will start the designated Zoom session.

● 2 minutes before the Session: The co-host will start the recording.

● 1 minute before the Session: The moderator or session chair introduces the session.

● Beginning of the Session: The moderator or session chair will introduce the presenter.

The talk will be presented using the video recording submitted by the presenter followed by

live Q&A.

The duration of each presentation by type are listed below:

o Keynote speech: (1 hour)

Recorded presentation (video) = 40 minutes

Live Q&A = 10 minutes

o Tutorial: (1.5 hours)

Recorded video = 40 – 60 minutes

Live Q&A = 20 - 40 minutes

o Paper presentation: (20 minutes)

Recorded presentation (video) = 15 minutes

Live Q&A = 5 minutes

● End of the Session: The moderator or session chair will conclude the session and check

attendance, then the co-host will end the session.

Schedule and Time All time in the program schedule is in Western Indonesia Time / Waktu Indonesia Barat (WIB; UTC+7). Please make adjustments to the time stated in the schedule into your local time. Current time in WIB can be found on http://time.bmkg.go.id/.


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CONFERENCE SCHEDULE

08:00 - 08:10 Greetings and Video Presentation 08:10 - 08:15 Welcoming Speech by General Chair of ICoICT 2022

Dr. Vera Suryani 08:15 - 08:20 Speech by Dean of the Faculty of Mathematics and Natural Science,

Universitas Gadjah Mada Prof. Dr.Eng. Kuwat Triyana, M.Si.

08:20 - 08:25 Speech by Dean of the Faculty of Information Science and Technology, Multimedia University Prof. Ts. Dr. Lau Siong Hoe

08:25 - 08:30 Speech by Chair of IEEE Indonesia Section Dr.-Ing Wahyudi Hasbi, S.Si, M.Kom

08:30 - 08:35 Speech by Acting Director of Research, Technology, and Community Service, Ministry of Education, Culture, Research, and Technology, Republic of Indonesia Ir. Teuku Faisal Fathani, S.T., M.T., Ph.D.

08:35 - 08:40 Opening Speech by Rector of Telkom University Prof. Dr. Adiwijaya

08:40 - 08:45 Photo sessions 08:45 - 09:45 Keynote Speech 1

Dr. Eng. Budi Prawara (National Research and Innovation Agency, Indonesia) Title: "Current Electronics and Informatics Research and Its Collaboration Opportunities with National Research and Innovation Agency (BRIN)" Moderator; Prof. Dr. Maman Abdurohman (TEL-U)

09:45 - 11:45

Tutorial 1 Dr. Bayu Erfianto (Telkom University) Title: "Pose Estimation-based Human Gait Analysis" Moderator; Dr. Lim Kian Ming (MMU) Parallel Session 1A Digital Health Services Session chair: Dr. Isman Kurniawan Parallel Session 1B Emerging ICT and e-Services Session chair: Dr. Chong Siew Chin Parallel Session 1C ICT-based Education Services Session chair: Dr. Kusuma Ayu Laksitowening Parallel Session 1D Intelligent & autonomous e-service Session chair: Faizal Makhrus, Ph.D

Day 1, Tuesday 2 August 2022


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Parallel Session 1E Network & Infrastructure for e-Service Session chair: Dr. Ooi Shih Yin

11:45 - 12:45 Break

12:45 - 14:45

Tutorial 2 Dr. Khoh Wee How (Multimedia University) Title: "In-air Hand Gesture Signature (iHGS) – A Novel Biometric Modality" Moderator: Aufaclav Zatu Kusuma Frisky, S.Si, M.Sc. (UGM) Parallel Session 2A Digital Health Services Session chair: Dr. Irma Palupi Parallel Session 2B Emerging ICT and e-Services Session chair: Lukman Heryawan, Ph.D Parallel Session 2C Emerging ICT and e-Services Session chair: Angelina Prima Kurniati, Ph.D Parallel Session 2D Intelligent & Autonomous System e-Services Session chair: Dr. Ema Rachmawati Parallel Session 2E Intelligent & Autonomous System e-Services Session chair: Muhammad Alfian Amrizal, Ph.D

14:45 - 15:00 Break 15:00 - 16:00 Keynote Speech 2

Larassetyo Wibowo S.T., M.Sc. (President Director of PT PGAS Telekomunikasi Nusantara) Title: “Technology & E-Services in the Era of Industrial 4.0” Moderator: Kemas Rahmat Saleh Wiharja, Ph.D. (TEL-U)


Ibrahim Habli, Ph.D (University of York) Title: "A Principle-based Ethical Assurance Argument for AI and Autonomous Systems" Moderator: Drs. Agus Harjoko, M.Sc., Ph.D. (UGM)

17:15 - 17:20 Closing day 1


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CONFERENCE SCHEDULE

08:00 - 08:15 Opening day 2

08:15 - 10:15

Tutorial 3 Afiahayati, S.Kom., M.Cs., Ph.D. (Gadjah Mada University) Title: "Protein secondary structure prediction using hybrid CNN and SVM" Dr. Tan Joon Liang (MMU) Parallel Session 3A Emerging ICT and e-Services Session chair: Gia Septiana Wulandari, Ph.D. Parallel Session 3B Emerging ICT and e-Services Session chair: Assoc. Prof. Ts. Dr. Tee Connie Parallel Session 3C Intelligent & Autonomous System e-Services Session chair: Rio Guntur Utomo, Ph.D. Parallel Session 3D Intelligent & Autonomous System e-Services Session chair: Muhammad Idham Ananta Timur, S.T., M.Kom Parallel Session 3E Network & Infrastructure for e-Services Session chair: Arif Nurwidyantoro, S.Kom., M.Cs

10:15 - 10:30 Break 10:30 - 12:30 Parallel Session 4A

Emerging ICT and e-Services Session chair: Yunita Sari, Ph.D


Prof. Grzegorz Kołaczek (Politechnika Wrocławska) Title: "Anomalies and Cybersecurity - blessing or curse" Moderator: Assoc. Prof. Dr. Md. Shohel Sayeed (MMU)

14:15 - 15:15 Keynote Speech 5 Reza Khorshidi, D.Phil. (University of Oxford) Title: “Applications of ML in EHR for predicting risks and understanding health trajectories” Moderator: Drs. Retantyo Wardoyo, M.Sc., Ph.D. (UGM)

15:15 - 15:20 Greetings 15:20 - 15:30 Best paper award by ICoICT 2022 TPC Chair

Rio Guntur Utomo, Ph.D. 15:30 - 15:45 ICoICT 2023 presentation

Day 2, Wednesday 3 August 2022


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Prof. Ts. Dr. Ong Thian Song ICoICT2023 chair

15:45 - 15:55 Closing by Dean of School of Computing Telkom University Dr. Z.K. Abdurahman Baizal


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INSTRUCTION FOR MODERATORS AND SESSION CHAIRS

• General responsibility of a moderator or session chair:

1. Introduce the session, explain the structure of the session, rule of the Q&A, and then

introduce each speaker or presenter/paper-title before the video playback;

2. Take chat questions from Q&A panel and chat panel during the presentation playback;

3. Read the questions to the presenting speaker or author during the Q&A period with

absolutely no delay on the allocated Q&A slots;

4. Conclude the session and check attendance;

5. Make sure the time is not violated

• Organizer will send you an invitation link via email. Just click on the link to join the Zoom

session.

• Please join the session at least 10 minutes in advance, please test your microphone once joined

so that the session can start on time.

• We recommend that you turn on your video to engage the attendees during the sessional

introduction.

• After introducing the session and the presenter, we recommend you to turn off the video so

that the attendees can focus on the talk video.

• As organizers, we would like to ensure a smooth and productive virtual conference.

• During the replay of presentation video, please keep track of the questions on the Q&A and

chat panel.

• After the video playback, unmute yourself and share your webcam. The host will also unmutes

and shares corresponding speaker’s or presenter’s webcam.

• Please make sure to ask orally the questions and according to the FIFO time they were first

submitted. If there are not many questions, feel free to ask some of your own.

• Sometimes the audience may need to clarify their question. In that case, it is upon the

discretion of the Session Chair to unmute the attendee who placed the question to make

clarifications.

• Please be mindful of the Q&A time limits! We cannot introduce delays on the predetermined

slots of each session, it will push other sessions behind.

• After the presenter addressed a question, please indicate it is answered verbally.

• The screen will contain cues to help you govern the flow of the session.


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INSTRUCTION FOR PRESENTERS

• Organizer will send you an invitation link as a presenter via email. Just click on the link to join

the Zoom session.

• Please join at least 5 minutes before your designated time slot and be present during the video

playback as well as the Q&A session.

• As organizers, we would like to ensure a smooth and productive virtual conference. Following

the video presentation there is a short Q&A session.

• Your microphone will be muted during the video playback.

• During the replay of the presentation video, attendees or other presenters will ask questions

related to the presentation through the Q&A panel (for attendee) or chat panel (for other

presenters).

• You are encouraged to keep an eye on the questions so to answer them during the Q&A

Session.

• At the end of the pre-recorded presentation, the host will unmute your microphone and shares

your webcam. The moderator or session chair will then ask you to answer some of the

questions in sequence they were submitted and within the allotted Q&A period.

• The moderator or session chair will try to cover as many questions as possible depending on

the allotted time. In case, some of the questions have not been answered attendees may want

to discuss with the presenter off-line.

• You are welcome to stay in the session as an attendee when not presenting.

• When you are not presenting your paper, you can also ask questions to other presenters via

chat panel. Begin your text with “[ASK]” to indicate it as a question to the presenter. Send it to

session chair (or all panelist if you prefer to do so).

• You are also welcome to register as an attendee for any other session / event that interests

you (including keynote speeches, tutorials, Birds-of-a-feather sessions, and other paper

presentations) using registration links provided in the icoict.org. Please note that each room

has limited capacity.

Breaks

Conferencing, online and in-person can be exhausting! We need to take breaks. We will take

breaks. Breaks are built-in to the schedule!

• Stand up and stretch, get a snack, come back refreshed!

• If you leave your Zoom on, make sure that your microphone is muted during the break.


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INSTRUCTION FOR ATTENDEES

• You are welcome to register for any session / event that interests you using registration links

provided in the icoict.org. Please note that each room has limited capacity.

• Webinars are designed to be in "listen-only" mode, so by default all webinar attendees are

muted by the organizer.

• As organizers, we would like to ensure a smooth and productive virtual conference.

• Following the video presentation there is a short Q&A session moderated by the session

chair.

• During the replay of presentation video, you are welcome to ask questions using the Q&A

panel.

• The moderator or Session Chair will select and ask the questions during the Q&A session. We

understand that there maybe not time to ask all the questions. The Chair will make sure to

ask complementary questions and hopefully according to the time they were first submitted.

• The organizer will have the ability to unmute participants if this is needed to elaborate on

their questions (please note that due to the limited Q&A duration, attendees may want to

discuss with the author(s) off-line).

• You do not need to announce yourself arriving or leaving a Session.

Breaks

Conferencing, online and in-person can be exhausting! We need to take breaks. We will take

breaks. Breaks are built-in to the schedule!

• Stand up and stretch, get a snack, come back refreshed!

• If you leave your Zoom on, make sure that your microphone is muted during the break.


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KEYNOTE SPEAKERS

Dr. Eng. Budi Prawara

National Research and Innovation Agency, Indonesia

Profile

Dr. Eng. Budi Prawara is the Head of the Research

Organization for Electronics and Information Technology-

BRIN. He holds a Doctor of Engineering degree from the

University of the Ryukyus, Japan, Materials, Energy and

Structural Engineering. His research activities include

Deposition of Ceramic Matrix Composite Coating using

HVOF Thermal Spray Coating for Wear and Impact

Resistance Application, (2009-2011), Effect of Substrate on

Impact Resistance CMC Coating (2012-2014), Metal Matrix

Composite Coating (2015-now ). He received the Inventor

Award 2017, Material Wear Test Equipment, Satya Lencana

Pembangunan 2021, the most licensee at LIPI (2020-2021).

Title: Current Electronics and Informatics Research and Its Collaboration Opportunities with National Research and Innovation Agency (BRIN) Abstract Research and innovation of battery-based electric vehicle autonomous systems is one of the focuses of the research program at Research Organization for Electronics and Informatics, National Research and Innovation Agency (OREI-BRIN). The autonomous vehicle developed for the initial stage is a single seater type vehicle with low speed and light weight (LLM). Mastery of key autonomous vehicle technologies, such as object detection systems using RADAR, LIDAR and Cameras, is one part of research activities aimed to obtaining an optimal detection system. Likewise, research on the telecommunications system between vehicles and infrastructure as well as future developments to be able to communicate with other vehicles as well. Other program focuses at OREI are AI and Big Data for Biodiversity and Satellite Imagery. This research and innovation is carried out to increase the added value of Indonesia's biodiversity. OREI as one of the research organizations of 12 research organizations at BRIN also opens up opportunities for collaboration with researchers at local/global universities and industries through several research facilitation programs and researcher mobility. This collaboration is expected to increase the capacity of researchers and also the quality of research with outputs that have an impact.


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KEYNOTE SPEAKERS

Larassetyo Wibowo S.T., M.Sc.

President Director, PT. PGAS Telekomunikasi Nusantara

Profile

Larassetyo Wibowo was born in Semarang on 6 March 1972 and an Indonesian citizen. He completed his Bachelor`s Degree in Electrical Engineering Department Gadjah Mada University in 1996. In 2000, he joined a training in Information Technology for 4 months in Japan with AOTS scholarship, then he received a StuNed scholarship for a Master degree at Department of Telematics, Universiteit Twente Netherlands in 2001.He started his career as Head of Production Section at PT. Astra Honda Motor in early 1996, then at the end of 1997 he joined with PT. Indosat Tbk. While in Indosat, he involvedin core projects as System Analyst, Business Analyst, Business Process Reengineering Manager, up to the latest position as Division Head (VP) IT Planning. In the summer holidays, he

also worked at the Fraunhofer Institute of Germany as a Research Analyst while studying in the Netherlands.Since 2010 he developed his career in several multi-national companies in Indonesia, started as Project Manager at Amdocs, then GM IT Planning & Development at Berca Wimax, GM MIS at PT. Hutchison 3 Indonesia, TMT Senior Manager at Deloitte Consulting Indonesia, and BRM at PT. XL Axiata. He also involved in JD.id e-commerce startup incubation and some other startup in logistics & supply chain, MFS (Mobile Financial Service) / e-Money, Digital Service and Payment Gateway.Larassetyo Wibowo was appointed as Technical and Commercial Director of PT. PGAS Telekomunikasi Nusantara since 1 May 2017 based on the decree of Shareholders dated 2 May 2017. Title: Technology & E-Services in the Era of Industrial 4.0

Abstract The concept of Industry 4.0 has been developed since 2015 and is now still under developing to be applied in the world. This concept is based on digitalization and ICT networks to carry out production. In addition, the goal of the industrial 4.0 concept is to produce a production system capable of producing revolutionary system that can produce customized product that being produce in mass production way and therefore able to open up a new market niche. Since then, there are much progress been done by the government in its efforts to apply the industry 4.0 concept to all lines. There are several technologies from Industry 4.0 that can overcome the conditions of the Hybrid Interaction Era, for example AI and Additive manufacturing.


19

KEYNOTE SPEAKERS

Ibrahim Habli, Ph.D

University of York

Profile

My interests and expertise are in the design and assurance of safety-critical systems, with a particular focus on intelligent systems (e.g. autonomous and connected driving) and Digital Health (e.g. ePrescribing and self-management apps). In 2015, I was awarded a Royal Academy of Engineering Industrial Fellowship through which I collaborated with the NHS on evidence-based means for assuring the safety of digital health systems. My work is highly interdisciplinary, with active collaborative links with clinicians, health scientists, economists and ethicists. My research is empirical and industry-informed, with collaborative projects with organisations such as Rolls-Royce, NASA, Jaguar Land Rover and NHS Digital. I have led/co-led research programmes

funded by the EPSRC, the Royal Academy of Engineering, the EU and industry. I have been a member of several international and national safety standardisation committees (e.g. DO178C, MISRA and BSI). I mainly teach on York’s postgraduate programmes in Safety-Critical Systems Engineering and supervises several PhD students (including practising engineers).

Title: A Principle-based Ethical Assurance Argument for AI and Autonomous Systems

Abstract Assurance cases are arguments, supported by evidence, that are typically used by safety teams to establish and communicate confidence in a system’s safety properties. One emerging proposal within the ‘trustworthy’ or ‘responsible’ AI/AS research community is to extend the tool of assurance cases to a much broader range of ethical and normative properties, such as respect for human autonomy and fairness. This looks to be a promising method to achieve justified confidence that a system’s use in its intended context will be ethically acceptable. We aim to bring the idea of ethical assurance arguments to life. First, we ground the enterprise of ethical assurance in four ethical principles, adapted from biomedical ethics. Second, we propose the approach of using assurance cases to translate these ethical principles into practice. Third, we provide a worked example of a principled ethical assurance argument pattern, presented graphically in Goal Structuring Notation.


20

KEYNOTE SPEAKERS

Prof. Grzegorz Kołaczek

Politechnika Wrocławska

Profile

Grzegorz Kołaczek is a Professor at Wrocław University of Technology. He received Ph.D. degree in Computer Science in 2001 and D.Sc. in 2016 from the Faculty of Computer Science and Management at Wrocław University of Science and Technology. His major research interests are security and reliability of computer systems, multiagent systems, formal logic, semantic and social network security related problems, information and knowledge management. He is currently working on the problem of security related issues of Service Oriented Architecture and Intelligent Security Systems. His teaching includes computer and network security and computer architecture. He is an author and co-author of more

than 100 scientific publications (including journal articles, book chapters and conference papers). Grzegorz took part in several research projects related to network analysis and service oriented systems and he is also an evaluator of many national research and infrastructural project and a member of program comities of several international scientific conferences.

Title: Anomalies and Cybersecurity - blessing or curse Abstract: Anomaly detection is one of the key elements in the area of ensuring the security of modern IT

systems. As no IT system can be 100% secure, early detection of attacks is an important issue.

Particularly important in this is the task of detecting unknown, previously unrecorded attacks.

It is in this context that the approach to the construction of security incident detection systems

using anomaly detection methods plays a significant role. Anomalies do not only occur in IT

systems but a few basic common features can be identified, which allow this approach to be

used in a systematic way in the chosen area of application. Recent research shows the particular

usefulness of methods and algorithms from the classes of machine learning and artificial

intelligence for the ability to effectively detect anomalies and diagnose the security of

information systems. In addition to the undoubted advantages of using anomaly detection

approaches for system security, it is also necessary to consider the problems associated with

this approach. The main difficulties in achieving full success in the use of anomaly detection

methods for cyber security include the difficulty of defining a normal state, the difficulty of

establishing a decision threshold, or the natural variability of the monitored environment.


21

KEYNOTE SPEAKERS

Reza Khorshidi, D.Phil.

Programme Lead, Machine Learning and Biomedical Informatics at The University of

Oxford

Profile

Dr. Reza Khorshidi is currently the chief scientist at AIG, and a principal investigator (in machine learning and medicine) at Deep Medicine program of The University of Oxford. His current research at Oxford is focused on probabilistic machine learning, and deep sequence models, for biomedical informatics, population health, and precision medicine; more specifically, he is interested in using machine learning for the development of personalised health predictions and recommendations, and an improved understanding of multimorbidity. Reza’s team at AIG (i.e., Investments AI) is a group of scientists, engineers, designers and product managers/strategists, primarily focused on the development

of AI-first products in the FinTech space.

Title: Applications of ML in EHR for predicting risks and understanding health trajectories

Abstract Machine learning applied to electronic health records (EHRs) can generate actionable insights, from improving upon patient risk score systems, to predicting the onset of disease, to streamlining hospital operations. Statistical models that leverage the variety and richness of EHR-derived data are still relatively rare and offer an exciting avenue for further research. This speech gives an overview of how machine learning has been applied in clinical settings and summarize the advantages it offers over traditional analysis methods. Presented also the methodological and operational challenges of using machine learning in research and practice. Lastly, the perspective on future application areas for machine learning that will significantly impact health and healthcare delivery.


22

TUTORIAL SPEAKERS

Dr. Bayu Erfianto

Senior Lecturer and researcher at School of Computing Telkom University

Profile

Bayu Erfianto graduated from the Department of Mathematics, majoring in Computer Sciences, Universitas Padjadjaran (UNPAD), Bandung, Indonesia in 1999 for his Bachelor of Sciences (S.Si.). He continued his Master Degree in Telematics, Universiteit Twente, the Netherlands from 2002 to 2004. He also continued his Master Degree in Information Technology from Universiti Teknologi Petronas Malaysia 2007 to 2009. He received his Doctoral Degree in Electrical Engineering majoring in Robotics from School of Electrical Engineering and Informatics (STEI), Institut Teknologi Bandung in 2017. Bayu was a visiting researcher in Hasso-Platner University Postdam in 2011. Dr. Bayu was also as Postdoctoral researcher in School

of Electrical Engineering and Informatics (STEI) in 2017. Bayu is with the school of computing (Fakultas Informatika), Telkom University, Bandung, Indonesia as Lecturer since 2002 (a.k.a.STT Telkom). His current research interests are in the field of Cyber-physical System, including human motion analysis & control using sensor & machine vision.

Title: Pose Estimation-based Human Gait Analysis

Abstract Our research aims to recognize human physical activity using a pose estimation technique. Conceptually, pose estimation is a technique to detect important points (hereinafter referred to as key-joints) that can describe a person's orientation and movement using machine-vision technique. The proposed solution is cost-saving and able to perform human activity-related assessment from a distance without distracting the object. By connecting the key-joints, a virtual body skeleton can be made to describe the pose and movement of the human body. Further, pose estimation using machine vision techniques can be used to analyse human activities, such as to obtain walking patterns (gait patterns). Pose estimation on walking patterns can recognize kinematic characteristics (key-joint kinematics and movement) of human gait. The transformation of key-joints on the camera frame into gait signals is used in our research to generate angular movement of the gait features. Parameters like turning transition period and freeze of gait period are automatically annotated from the Hilbert-Huang spectrum of gait signals. A turning transition is used to observe a person's kinematic ability to change the direction of walking, while a freeze of gait indicates the absence of episodic forward movement despite the intention to walk. The benefits of our pose estimation-based gait analysis are that we can extract relevant human gait parameters that can be used to identify neurodegenerative disorders like Parkinson’s disease, for monitoring elderly people by visually recognizing walking patterns so that it can be used to detect early instability or abnormal walking patterns, or even further, it can be used for emergency response if something dangerous happens, such as a fall detection.


23

TUTORIAL SPEAKERS

Dr. Khoh Wee How

Multimedia University

Profile

Ts. Dr. Khoh Wee How is a Lecturer in the Faculty of Information Science and Technology (FIST), Multimedia University (MMU). He received his Bachelor's Degree (Hons) majoring in Software Engineering, Master of Science (Information Technology), and Ph.D (Information Technology) from Multimedia University. His research interests are in signal and image processing, pattern recognition, computer vision, biometrics security and authentication, deep learning, and machine learning. He is currently serving as a Programme Coordinator for Bachelor of Information Technology (Hons.) Security Technology at FIST, MMU.

Title: In-air Hand Gesture Signature (iHGS) – A Novel Biometric Modality

Abstract In-air hand gesture signature (iHGS) has become a new and emerging technique for dynamic signature recognition due to its advantageous touchless acquisition procedure. Unlike the conventional dynamic signature, iHGS creates general images that carry the spatial and temporal information of the signing action. This session presents an implementation of iHGS in detail, followed by the features that could be extracted from the signature input. The feasibility of this emerging biometric modality is also examined and reported in terms of its classification capability and forgery robustness.


24

TUTORIAL SPEAKERS

Afiahayati, S.Kom., M.Cs., Ph.D.

Gadjah Mada University

Profile

Afiahayati is a computer scientist with a PhD in Science,

currently she is a faculty member at the Dept. of Computer

Science and Electronics, FMIPA UGM, Indonesia. She got

her PhD from Keio University, Japan. Her passion in

bioinformatics led her to join Sakakibara Lab, Keio

University, Japan as a PhD student. In her PhD, she devotes

her time to genome assembly research, especially

metagenomic assembler, how to assemble multiple genomes

from mix of multiple species reads. She has developed two

metagenomic assemblers, MetaVelvet-SL and Xgenovo.

She got several awards and was involved in many projects.

She strongly believes that idea, hard working and passion can

make different for excellent driving innovations. She has a commitment to encourage girls and

women in pursuing computer science and other related fields. Specialities: Metagenomic

Assembler, Genome Assembly, Comparative Genomic, Probabilistics, Bioinformatics, Data

Mining, Artificial Intelligence

Title: Predicting Secondary Structure of Protein Using Hybrid of Convolutional Neural Network and Support Vector Machine Abstract Protein secondary structure prediction is one of the problems in the Bioinformatics field, which conducted to find the function of proteins. Protein secondary structure prediction is done by classifying each sequence of protein primary structure into the sequence of protein secondary structure, which fall in sequence labelling problems and can be solved with the machine learning. Convolutional Neural Network (CNN) and Support Vector Machine (SVM) are 2 methods that often used to solve classification problems. In this research, we proposed a hybrid of 1-Dimensional CNN and SVM to predict the secondary structure of the protein. In this research, we used a novel hybrid 1-Dimensional CNN and SVM for sequence labelling, specifically to predict the secondary structure of the protein. Our hybrid model managed to outperform previous studies in term of Q3 and Q8 accuracy on CB513 dataset.


25

TECHNICAL PARALLEL SESSION SCHEDULE Parallel Session #1: Tuesday, August 2, 2022, 09:45 - 11:45 UTC/GMT+7

Session 1A – Digital Health Services

Venue Room A

Session Chair Dr. Isman Kurniawan

Time Paper Title Presenter

09:45 Health Data Governance Issues in Healthcare Facilities:

Perspective of Hospital Management

Shinta Oktaviana

10:05 Glaucoma Detection Based-on Convolution Neural

Network and Fundus Image Enhancement

Dina Zatusiva Haq

10:25 Covid-19 Smart Contact Tracing Solution: A Process

Methodology on Attribute Selection

Thein Oak Kyaw Zaw

10:45

Microarray-Based Classification Model of Parkinson

Identification by using Firefly Algorithm-Support Vector

Machine

Julizar Harahap

11:05

Using Tree-Based Algorithm to Predict Informal Workers'

Willingness to Pay National Health Insurance after Tele-

Collection

Rizal Mansur

Session 1B – Emerging ICT and e-Services

Venue Room B

Session Chair Dr. Chong Siew Chin


09:45 Implementation of GKMC Algorithm for Data

Anonymization on Big Data Platform Spark

Mariskha Adithia

10:05

Feature Selection and Sensitivity Analysis of

Oversampling in Big and Highly Imbalanced Bank's

Credit Data

Aznovri Kurniawan

10:25

The Effect of Influencer Information and Video

Characteristics on User Purchase Decision on Social

Media

Widia Fitriani

10:45

The Influence of Individual, Process, Technology,

and Environment Dimensions on Intention and

Actual Usage of PeduliLindungi Application

Ibad Saladdin

11:05 Performance Analysis Between EOTI-K-Means++,

EOTI, and KNN for Brute Force Detection System

Bintang Nuralamsyah


26

Session 1C – ICT-based Education Services

Venue Room C

Session Chair Dr. Kusuma Ayu Laksitowening


09:45 Serious Exergame for Special Education Needs

using 3D-Depth Camera

Ari Kusumaningsih

10:05

The Implementation and Impact of Gamification on

User Engagement and Acceptance of Mobile

Personal Health Record Application

Winayaka Pamungkas

10:25 A Framework of Student's Learning Motivation in

Virtual Reality in the History of Animation

Kin Meng Cheng

10:45 A Study on Online Assessment Preference and

Performance During COVID-19 Pandemic

Liyen Lim

11:05 A Two-Stage Early Prediction Model to Monitor the

Students' Academic Progress

Susana Limanto

Session 1D – Intelligent & Autonomous System e-Services

Venue Room D

Session Chair Faizal Makhrus, Ph.D


09:45 Mango Pests Identification Based-on Convolutional

Neural Network

Misbachul Asy'ari

10:05 Wavelet-based Entropy Analysis on EEG Signal for

Detecting Seizures

Annisa Humairani

10:25 Leaf Based Plant Species Classification Using Deep

Convolutional Neural Network

Agus Minarno

10:45 Semantic Segmentation of Venous on Deep Vein

Thrombosis (DVT) Case using UNet-ResNet

Arta Hernanda

11:05 Improving Low-Resource Question Answering with

Cross-Lingual Data Augmentation Strategies

Ryan Pramana


27

Session 1E – Network & Infrastructure for e-Services

Venue Room E

Session Chair Dr. Ooi Shih Yin


09:45 SSH Bruteforce Attack Classification Using Machine

Learning

Marco Kristyanto

10:05 Performance of Homogeneous and Heterogeneous

Cache Policy for Named Data Network

Leanna Yovita

10:25 Validation System with Reversible Data Hiding in

Digital Diplomas

Tiwa Ramdhani

10:45 Analysis of Information Security Awareness for

TikTok Application Users in Indonesia

Bagas Arief Hananto

11:05

Clean Architecture Implementation Impacts on

Maintainability Aspect for Backend System Code

Base

Muhammad Alibasa


28

TECHNICAL PARALLEL SESSION SCHEDULE Parallel Session #2: Tuesday August 2, 2022, 12:45 - 14:45 UTC/GMT+7

Session 2A – Digital Health Services

Venue Room A

Session Chair Dr. Dr. Irma Palupi


12:45

Developing Sustainable Solid Medical Waste

Management Based on Enterprise Resource Planning in

General Hospital

I Putu Yudha

13:05 Psyche Conversa - A Deep Learning Based Chatbot

Framework to Detect Mental Health State Sayed Siddik

13:25 MISPhyl: Mutual Information Supermatrix

Phylogenomics pipeline Pendy Tok

13:45 Non-Contact Vital Sign Monitoring During Sleep

Through UWB Radar Muhammad Husaini

14:05

QSAR Study on Predicting DPP-IV Inhibitors as Anti-

Diabetic Agent by using Genetic Algorithm-Support

Vector Machine

Isman Kurniawan


Venue Room B

Session Chair Lim Kian Ming


12:45

Performance Comparison Between Support Vector

Regression and Long Short-Term Memory for Prediction

of Stock Market

Nova Sarumpaet

13:05 An Improved Accuracy of Indoor Positioning System

Based on Trilateration using Kalman Filter

Ary Mazharuddin

Shiddiqi

13:25 Aspect Based Multilabel Text Classification for

Identifying Dangerous Speech Twitter Text

Yulian Findawati

13:45 Evaluation of a Platform-Based Business Model in a

Startup, A Case Study

Muhammad Fidrian

14:05 Performance Analysis of Blockchain in Tendering

Process based on Hyperledger Framework

Syifa Nurgaida Yutia


29

Session 2C – Data Science

Venue Room C: Arjuna

Session Chair Nurul Ikhsan, Ph.D


12:45

Prediction of Stocks Return in the LQ45 Index with

Long-Short-Term-Memory (LSTM) and Its Application

for Portfolio Selection

Putri Adila

13:05

Analysis of Deep Learning Performance in Hydrocarbon

Dew Point Temperature Estimation in Gas Pipeline

Network

Aditya Ihsan

13:25 Portfolio Allocation of Stocks in Index LQ45 Using Deep

Reinforcement Learning Bellatris Luthfianti

13:45 Personal Chatbot Evaluation with Elaboration

Likelihood Model on Social Messaging Application

Mochamad Aulia Akbar

Praditomo

14:05 Finite State Machine-Model Based Testing on Website

Application Maulana Ibrahim


Venue Room D

Session Chair Dr. Ema Rachmawati


12:45 Forecasting of Maximum Temperature by using ANFIS

and GRU Algorithms: Case Study in Jakarta, Indonesia

Armando Zamelina

13:05 Controllable Abstractive Summarization Using

Multilingual Pretrained Language Model

Sugiri Sugiri

13:25 Primary and High School Question Classification based

on Bloom's Taxonomy

Hasmawati Hasmawati

13:45 Coffee Plant Disease Classification Using K-Nearest

Neighbor

Muhammad Yasin

14:05 IoT Based Indoor Object Location Tracking Solution Ahsanul Bari


30

Session 2E – Intelligent & Autonomous System e-Services

Venue Room E

Session Chair Muhammad Alfian Amrizal, Ph.D


12:45 Transforming Finger Vein Template in Multi-instance

Scenario Shuxian Cai

13:05

Vertical Take-Off and Landing (VTOL) System Based On

Noise Parameter for Exploring of Continuous

Reinforcement Learning Approach

Atikah Surriani

13:25 Gradient Tree Boosting for HR Talent Management

Application Siti Nurajijah

13:45 Masked Face recognition Using Support Vector Machine

and Convolutional Neural Network Lucas Chong Wei Jie

14:05 Exploration of Image Blur Detection Methods on

Globally Blur Images Anas Nafis Almustofa


31

TECHNICAL PARALLEL SESSION SCHEDULE Parallel Session #3: Wednesday, August 3, 2022, 08:15 - 10:15 UTC/GMT+7

Session 3A – Emerging ICT and e-Services

Venue Room A

Session Chair Gia Septiana Wulandari, Ph.D.


08:15

Sentiment Effect on Mandiri Bank Stock using Feature

Expansion Word2vec and Classification Method

Gradient Boosted Decision Tree

Adham Siwi

08:35

The Influence of Sentiment on Bank Mandiri (BMRI)

Stock Movements Using Feature Expansion with

Word2vec and Support Vector Machine Classification

Andrea Rahmadanisya

08:55 Simulation of 700 MHz Spectrum Deployment in

Indonesia's Urban Area for 5G New Radio Network Putri Rahmawati

09:15 Assessment of 5G Non-Stand Alone Network

Deployment Using 700 MHz for Urban Scenario

Muhammad Imam

Nashiruddin

09:35 Evaluation of Usability and User Experience of Shopee

as One of the Top E-Marketplaces in Indonesia Tinna Azhar


Venue Room B

Session Chair Assoc. Prof. Ts. Dr. Tee Connie


08:15 The Mobility, Sentiment and Problems Identification

Analysis in Tourism Industry using Social Media Data I Putu Setiawan

08:35

Reshaping the Future of Recruitment through Talent

Reputation and Verifiable Credentials using Blockchain

Technology

Raihan Sulaiman

08:55 Feature Expansion with FastText on Topic Classification

Using the Gradient Boosted Decision Tree on Twitter Reza A. Yahya

09:15 Analysis of Extended Enterprise in Offering Product and

Service: Case Study PT. BRI (Persero) Tbk

Muhammad Ferdi

Kurniawan

09:35

Minimum viable product analysis in hyperlocal

marketplace applications using customer development

method

Suryo Satrio


32

Session 3C – Intelligent & Autonomous System e-Services

Venue Room C

Session Chair Rio Guntur Utomo, Ph.D.


08:15 Compound Critiquing for Improving Query Refinement

on Conversational Recommender System

Adila Fatiyah

08:35 Book Recommender System Using Singular Value

Decomposition Combined with Slope One Algorithm

Christina Christina

08:55 Classification of Competition Content on Web Pages

using a Machine Learning Algorithm

Dinda Amartha

09:15 Increasing Tiny Data Imputation Accuracy Using

Temporal Polynomial Interpolation

Ikke Oktaviani


Venue Room D

Session Chair Muhammad Idham Ananta Timur, S.T., M.Kom


08:15

Wavelet Transformation and Local Binary Pattern for

Data Augmentation in Deep Learning-based Face

Recognition

Tanzilal Mustaqim

08:35 Hoax News Detection Analysis using IndoBERT Deep

Learning Methodology

Arnetta Rahmawati

08:55 A Visual Approach Towards Wildlife Surveillance in

Malaysia

Ching Yee Teng

09:15 Handling Imbalanced Dataset on Hate Speech Detection

in Indonesian Online News Comments

Almira Sanya

09:35 Neural Machine Translation for Malay Text

Normalization using Synthetic Dataset

Muhamad Amin Hakim

Sazali


33

Session 3E – Network & Infrastructure for e-Services

Venue Room E

Session Chair Arif Nurwidyantoro, S.Kom., M.Cs


08:15

Recurrent Neural Network Architectures Comparison in

Time-Series Binary Classification on IoT-Based Smart

Lighting Control

Aji Putrada

08:35

The Detection of Mirai Botnet Attack on the Internet of

Things (IoT) Device Using Support Vector Machine

(SVM) Model

Revaldi Azhari

08:55 Comparison of Acquisition Results on iPhone 7Plus (iOS

14.8.1) between Jailbreaking vs Non-Jailbreaking Device

Muhammad Laayu

09:15 Secure Two-Factor Authentication for IoT Device Rizka Pahlevi


34

TECHNICAL PARALLEL SESSION SCHEDULE Parallel Session #4: Wednesday, August 3, 2022, 10:30 – 12:30 UTC/GMT+7

Session 4A – Digital Health Services/Emerging ICT and e-Services/ICT-based

Education Services

Venue Room A

Session Chair Yunita Sari, Ph.D


10:30 Quantum-Inspired Differential Evolution Algorithm in

Probiotics Marker Genes Selection

Chia Sui Ong

10:50

Neuropsychology Identification of Emotion and

Attention Using Multiple Hybrid 2D Convolutional

Neural Networks and Gated Recurrent Units

Novia Putri Syahida

11:10 Identifying Factors of Startups Creation by Indonesian

Gen Z in Post-pandemic Era

Dini Alamanda

11:30 Time Series Wave Forecasting with Transformer Model,

Case Study in Pelabuhan Ratu, Indonesia

Dhikayla Putri

11:50 Convergence of motivation from game-like context to

real-life context: a quantitative study

Darren Yie


35

Documents

ICoICT 2022 Advance Book