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Digital Economy: Reinforcing Competitive Economy of Smart Cities, A Fuzzy-AHP Approach
Farid Subkhan;Mohammad Syamsul Maarif;Nurul Taufiqu Rochman;Yudhistira Nugraha
2024 International Conference on ICT for Smart Society (ICISS)
Year: 2024 | Conference Paper |
This research addresses the urgency of developing a digital economy model for the competitive economy of smart cities. This study employs the Fuzzy Analytical Hierarchy Process (Fuzzy-AHP) method. It involved 30 experts in the digital economy and smart cities in 6 cities in Indonesia: Jakarta, Bandung, Semarang, Surabaya, Banyuwangi, and Makassar. The study has successfully uncovered four importan...Show More
Jakarta Residents Thoughts on Air Pollution: Insights from YouTube Discussions
Annisa Khusna Amalia;Annida Fitriyya;Fajar Kurniawan;Muhammad Erza Aminanto;Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan
2024 12th International Conference on Information and Communication Technology (ICoICT)
Year: 2024 | Conference Paper |
As one of Indonesia's urban centers, Jakarta grapples with various challenges, notably persistent air pollution. Despite being a longstanding issue, the air quality index in Jakarta has been getting worse. From July to October 2023, the daily air quality index consistently exceeded 100, indicating unhealthy conditions, particularly for vulnerable demographic groups. Given the profound health impli...Show More
Availability Investigation of Green Open Space and Slum Neighborhoods Areas to Flood Potential in Jakarta Using Geospatial Analysis
Nurkhanifah;Dwilaras Athina;Anggi Afifah Rahmi;Andy Ernesto;Muhammad Erza Aminanto;Bahrul Ilmi Nasution;Nur Laily Romadhotul Husna;Juan Intan Kanggrawan;Yudhistira Nugraha
2024 12th International Conference on Information and Communication Technology (ICoICT)
Year: 2024 | Conference Paper |
The city of DKI Jakarta faces challenges of increasing population growth and migration. This phenomenon has led to a rising demand for land, driving land conversion and the development of densely populated residential areas, including slum areas. The impact threatens environmental sustainability, as the water infiltration areas experience a decrease and increase the risk of floods. This project ca...Show More
Availability Investigation of Green Open Space and Slum Neighborhoods Areas to Flood Potential in Jakarta Using Geospatial Analysis
Nurkhanifah;Dwilaras Athina;Anggi Afifah Rahmi;Andy Ernesto;Muhammad Erza Aminanto;Bahrul Ilmi Nasution;Nur Laily Romadhotul Husna;Juan Intan Kanggrawan;Yudhistira Nugraha
Year: 2024 | Conference Paper |
Few-Shot Object Detection for Classifying Reported Urban Problems
Nadya Novalina;Irfan Dwiki Bhaswara;Nur Laily Romadhotul Husna;Annida Fitriyya;Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan
2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)
Year: 2023 | Conference Paper |
These days, one of the government-citizen engagements is a digital report submitted by citizens. Urban problem detection is a process to classify images reported in an application to be followed up by the Government. The detection is crucial for maintaining livable and sustainable cities. However, annotating large-scale datasets for object detection models is labor-intensive. This paper proposes a...Show More
Development of Indonesian Language Intelligent Chatbot for Public Services in JAKI Application
Aufa Fadhlurohman;Andi Sulasikin;Yudhistira Nugraha;Nur Laily Romadhotul Husna;Muhamad Erza Aminanto;Juan Intan Kanggrawan
2023 IEEE International Smart Cities Conference (ISC2)
Year: 2023 | Conference Paper |
Jakarta as a city with a vision to advance its city and make its people happy is always creating innovations in achieving its goals. One important indicator in achieving this goal is the provision of interactive services to the community. Jakarta Kini (JAKI) is a product of the City of Jakarta that provides various services that can be accessed by the community. One of the JAKI features intended t...Show More
Understanding Citizen Feedback of Jakarta Government Super App: Leveraging Deep Learning Models
Muhammad Cendekia Airlangga;Andi Sulasikin;Yudhistira Nugraha;Nur Laily Romadhotul Husna;Muhamad Erza Aminanto;Fajar Kurniawan;Juan Intan Kanggrawan
2023 IEEE International Smart Cities Conference (ISC2)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
Jakarta Kini (JAKI) is a mobile application created by Jakarta Government to facilitate the Jakarta residents towards public services. Sentiment analysis of users' reviews should be done to provide an understanding of the essence of the issues which JAKI's users face. In this paper, word cloud analysis and a comparison of several deep learning methods were done to do the sentiment analysis of JAKI...Show More
COVID-19 Mortality Risk Factors Using Survival Analysis: A Case Study of Jakarta, Indonesia
Bahrul I. Nasution;Yudhistira Nugraha;Nanda L. Prasetya;Muhammad E. Aminanto;Andi Sulasikin;Juan I. Kanggrawan;Alex L. Suherman
At the end of 2021 Q2, coronavirus disease 2019 (COVID-19) in Indonesia experienced a continuous increase in positivity and mortality rates. There are limited studies regarding the factors of COVID-19 mortality in Indonesia with a more balanced dataset. The previous studies only implemented logistic regression, sensitive to the imbalanced dataset. Meanwhile, other countries implemented survival an...Show More
Knowledge Distillation for Automatic Receipt Identification in Jakarta Super App Platform
Khamzul Rifki;Irfan Dwiki Bhaswara;Andi Sulasikin;Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan;Muhammad Erza Aminanto
2022 14th International Conference on Information Technology and Electrical Engineering (ICITEE)
Year: 2022 | Conference Paper |
Computer vision research has been used in daily applications, such as art, social media app filter, and face recognition. This emergence is because of the usage of the deep learning method in the computer vision domain. Deep learning research has improved many qualities of services for various applications. Starting from recommended until detection systems are now relying on deep learning models. ...Show More
Lessons Learned from Delta and Omicron Variants Transmissions Leveraging Clustering Approach by Sub-Districts in Jakarta
Desy Noor Permata Sari;Andy Ernesto;Awidya Firdaus Sahararini;Gilang Evandyano;Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan;Muhammad Erza Aminanto
2022 14th International Conference on Information Technology and Electrical Engineering (ICITEE)
Year: 2022 | Conference Paper |
Various variants of COVID-19 have entered Indonesia, such as the delta and the omicron variants. The delta variant has a higher severity than the omicron variant, but the transmission rate for the omicron variant is much faster. The government encourages citizens to get booster vaccines to reduce the effect of the delta and omicron variants. The booster vaccine produced a better effect on citizens...Show More
Lessons Learned from Delta and Omicron Variants Transmissions Leveraging Clustering Approach by Sub-Districts in Jakarta
Desy Noor Permata Sari;Andy Ernesto;Awidya Firdaus Sahararini;Gilang Evandyano;Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan;Muhammad Erza Aminanto
Year: 2022 | Conference Paper |
Automating Public Complaint Classification Through JakLapor Channel: A Case Study of Jakarta, Indonesia
Sheila Maulida Intani;Bahrul Ilmi Nasution;Muhammad Erza Aminanto;Yudhistira Nugraha;Nurhayati Muchtar;Juan Intan Kanggrawan
2022 IEEE International Smart Cities Conference (ISC2)
Year: 2022 | Conference Paper |
Cited by: Papers (3)
The DKI Jakarta provincial government is ready to support the digital transformation program with a series of digitally integrated policies. Residents of DKI Jakarta can now easily submit complaints about problems in their surrounding environment through the JakLapor service feature on the JAKI application. However, incoming reports are still manually classified. As a result, many citizens still r...Show More
Data Analysis and Synthesis of COVID-19 Patients using Deep Generative Models: A Case Study of Jakarta, Indonesia
Bahrul Ilmi Nasution;Irfan Dwiki Bhaswara;Yudhistira Nugraha;Juan Intan Kanggrawan
2022 IEEE International Smart Cities Conference (ISC2)
Year: 2022 | Conference Paper |
Two years have passed since COVID-19 broke out in Indonesia. In Indonesia, the central and regional governments have used vast amounts of data on COVID-19 patients for policymaking. However, it is clear that privacy problems can arise when people use their data. Thus, it is crucial to keep COVID-19 data private, using synthetic data publishing (SDP). One of the well-known SDP methods is by using d...Show More
Exploration of Image Blur Detection Methods on Globally Blur Images
Anas Nafis Almustofa;Yudhistira Nugraha;Andi Sulasikin;Irfan Dwiki Bhaswara;Juan Intan Kanggrawan
2022 10th International Conference on Information and Communication Technology (ICoICT)
Year: 2022 | Conference Paper |
Cited by: Papers (3)
Digital image has played an essential role in computer vision. However, it often suffers from blurriness. Thus, computer vision systems require an automated blur detection process to exclude blurred images. Furthermore, blur detection could prevent misinterpretation by a subsequent operation, such as image classification. This study explores some existing blur detection methods, including focus me...Show More
DDoS Attack Detection System using Neural Network on Internet of Things
2022 International Conference on Data Science and Its Applications (ICoDSA)
Year: 2022 | Conference Paper |
Cited by: Papers (4)
Distributed Denial-of-Service (DDoS) is an attack launched over a computer network to make the server unable to provide services to users. DDoS is also effectively used to stop services on Internet of Things systems based on the message Queuing Telemetry Transport (MQTT) protocol. In the system, attackers usually attack brokers who are used to manage data traffic between the issuer and the custome...Show More
Sentiment Classification Against the Public Activity Restrictions Policy in Jakarta Using Machine Learning Models
Dennis Dennis;Yudhistira Nugraha;Andi Sulasikin;Farhan Adham Irawan;Clarissa Febria Finola;Fajar Kurniawan;Juan Intan Kanggrawan;Alex L. Suherman
2021 International Conference on Artificial Intelligence and Big Data Analytics
Year: 2021 | Conference Paper |
Cited by: Papers (1)
To stop the spread of the COVID-19, the Indonesian government implemented community activities restrictions enforcement (in Indonesian language: Pemberlakuan Pembatasan Kegiatan Masyarakat or PPKM) starting from January 2021. The term PPKM applied are PPKM Mikro (in Indonesian language) or Micro PPKM, PPKM Darurat (in Indonesian language) or Emergency PPKM, and PPKM Level 1-4 or Level 1-4 PPKM. On...Show More
The Impact of Large-Scale Social Restriction and Odd-Even Policies During COVID-19 Pandemic to Traffic Congestion and Air Pollution in Jakarta
Muhamad Fahriza Novriansyah;Yudhistira Nugraha;Hansen Wiguna;Andy Ernesto;Andi Sulasikin;Bahrul Ilmi Nasution;Juan Intan Kanggrawan;Alex L. Suherman
2021 International Conference on Artificial Intelligence and Big Data Analytics
Year: 2021 | Conference Paper |
The COVID-19 pandemic has had a global impact on transportation mobility and air pollution, including Jakarta as the capital and busiest city in Indonesia. This paper reports the impact of two policies imposed by the Governor of Jakarta, namely the odd-even and the large-scale social restriction (PSBB) transitional phase-1, against the traffic congestion and air pollution quality in Jakarta during...Show More
The Impact of Large-Scale Social Restriction and Odd-Even Policies During COVID-19 Pandemic to Traffic Congestion and Air Pollution in Jakarta
Muhamad Fahriza Novriansyah;Yudhistira Nugraha;Hansen Wiguna;Andy Ernesto;Andi Sulasikin;Bahrul Ilmi Nasution;Juan Intan Kanggrawan;Alex L. Suherman
Year: 2021 | Conference Paper |
Mapping of Flood Prone Area in Jakarta using Fuzzy C- Means
Rahma Metrikasari;Andi Sulasikin;Yudhistira Nugraha;Farizah Rizka Rahmaniar;Andy Ernesto;Juan Intan Kanggrawan;Alex L. Suherman
2021 International Conference on Data Science and Its Applications (ICoDSA)
Year: 2021 | Conference Paper |
Cited by: Papers (2)
The geographical condition of Jakarta, which has low ground contours and an area passed by 13 river flows, causes a high risk of flooding. Therefore, the Jakarta Provincial Government needs evidence-based policies to deal with potential floods to protect residents from the threat of flood disasters. Mapping flood-prone areas in Jakarta can be a reference to minimize the significant loss and harm d...Show More
The Effect of Plastic Bag Ban Policy Towards Waste Complaints in Jakarta Through JAKI and Qlue
Vicky Feliren;Yudhistira Nugraha;Bahrul Ilmi Nasution;Clarissa Febria Finola;Juan I. Kanggrawan;Alex L. Suherman
2021 International Conference on ICT for Smart Society (ICISS)
Year: 2021 | Conference Paper |
Cited by: Papers (1)
Plastic bag ban policy has been implemented in Jakarta since July 1st, 2020. However, it is still unclear the impact of this policy on Jakarta to reduce waste. The public complaint can be used as a proxy to see how the public responds to the waste reports distributed in Jakarta. This research aims to look at the plastic bag ban policy's significance towards waste complaints through two application...Show More
Monthly Rainfall Prediction Using the Facebook Prophet Model for Flood Mitigation in Central Jakarta
Andi Sulasikin;Yudhistira Nugraha;Juan Intan Kanggrawan;Alex L. Suherman
2021 International Conference on ICT for Smart Society (ICISS)
Year: 2021 | Conference Paper |
Cited by: Papers (10)
Jakarta has been known as the city where floods are prevalent. As the vital region in Jakarta where the center of government and business are located, Central Jakarta is inseparable from the flood when the rainfall is remarkably high. Therefore, the Jakarta Provincial Government need a data-driven policy to facing potential flood that may occur each year to protect the citizen from the threat of f...Show More
Forecasting of COVID-19 Cases in Jakarta using Poisson Autoregression
Bahrul Ilmi Nasution;Yudhistira Nugraha;Juan Intan Kanggrawan;Alex Lukmanto Suherman
2021 9th International Conference on Information and Communication Technology (ICoICT)
Year: 2021 | Conference Paper |
Cited by: Papers (5)
COVID-19 is currently become a global problem, including in Jakarta, Indonesia. There have been many approaches to predict COVID-19 occurrence, including the forecasting approach. However, the traditional forecasting method, particularly machine learning, often does not consider the condition of the data, although it has forms of the count, such as the number of cases. This study employs an autore...Show More
Contributing Clinical Attributes to COVID-19 Mortality in Jakarta: Machine Learning Study
Muhamad Erza Aminanto;Bahrul Ilmi Nasution;Andi Sulasikin;Yudhistira Nugraha;Juan Kanggrawan;Alex L. Suherman
2021 9th International Conference on Information and Communication Technology (ICoICT)
Year: 2021 | Conference Paper |
Cited by: Papers (2)
Since December 2019, we have lived in a pandemic era of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Medical records of COVID-19 patients have been reported and analyzed worldwide. The Health Agency of Jakarta, Indonesia, collected clinical symptoms, demographics, travel history, and mortality information from March 2020 up to now. Despite massive research on COVID-19 patients’ da...Show More
Analysis of public complaint reports during the COVID-19 pandemic: a case study of Jakarta’s citizen relations management
Clarissa Febria Finola;Yudhistira Nugraha;Samuel Aditya Suprijono;Adzan Larrantuka;Juan Intan Kanggrawan;Alex L. Suherman
2020 International Conference on ICT for Smart Society (ICISS)
Year: 2020 | Conference Paper |
Cited by: Papers (3)
COVID-19, as a newly discovered disease, has suddenly become a major challenging problem for many cities in the world, including Jakarta. This crisis affects all segments in day to day life. Jakarta citizens can report any problems related to COVID-19 through Citizen Relations Management, later known as CRM. This CRM system consists of 14 official complaint platforms that can be used by the citize...Show More
Developing the government COVID-19 website: Lessons Learned from Jakarta
Rolando Gultom;Yudhistira Nugraha;Hamdi Hamdi;Hansen Wiguna;Hanifa Terissa;Juan Intan Kanggrawan;Zarin Nursyufa;Rahan Yama Gusta;Yasmin Hadi;Aubria Hirzirahim;Andy Ernesto;Ardhika Iman Satria;Muhammad Agus Mubarok;Alex L. Suherman
2020 International Conference on ICT for Smart Society (ICISS)
Year: 2020 | Conference Paper |
Cited by: Papers (3)
Almost all countries obtain significant and multidimensional challenges of COVID-19. Various countries possess varied responses and policies regarding COVID-19. Since the Indonesian government affirmed COVID-19 a national emergency on March 2, 2020, it is necessary to have official information that can be accessed by the public, which at that time did not yet have the Central Government Website. M...Show More
Developing the government COVID-19 website: Lessons Learned from Jakarta
Rolando Gultom;Yudhistira Nugraha;Hamdi Hamdi;Hansen Wiguna;Hanifa Terissa;Juan Intan Kanggrawan;Zarin Nursyufa;Rahan Yama Gusta;Yasmin Hadi;Aubria Hirzirahim;Andy Ernesto;Ardhika Iman Satria;Muhammad Agus Mubarok;Alex L. Suherman
Year: 2020 | Conference Paper |
A computer vision-based object detection and counting for COVID-19 protocol compliance: a case study of Jakarta
Muhammad Lanang Afkaar Ar;Sulthan Muzakki Adytia S;Yudhistira Nugraha;Farizah Rizka R;Andy Ernesto;Juan Intan Kanggrawan;Alex L. Suherman
2020 International Conference on ICT for Smart Society (ICISS)
Year: 2020 | Conference Paper |
Cited by: Papers (6)
The chaotic world situation caused by the SARS-CoV- 2 virus (COVID-19 pandemic) has hampered many sectors of human activity, especially in activities that require physical interactions. Thus, requiring social restrictions for those sectors that are affected. This paper reports the analysis of the proposed system for monitoring and supporting public activities in order to carry out social restricti...Show More
Towards a collaborative framework for the large-scale social collaboration: a case of Jakarta’s response to the Covid-19 pandemic
Muhammad Rizqy Anandhika;Fazlur Rahman Hassan;Yudhistira Nugraha
2020 International Conference on ICT for Smart Society (ICISS)
Year: 2020 | Conference Paper |
Cited by: Papers (2)
Covid-19 pandemic has driven many governments to discover solutions for various problems faced during the pandemic, including the Regional Government of Jakarta (GOJ). In light of such crisis and pandemic situation, there have been a group of people that need additional primary food supply. In contrast, wealthy people are keen to help the vulnerable. Several attempts have been made to distribute s...Show More
A study on the anxiety level of people related to the COVID-19 pandemic death cases: A case study of Jabodetabek region
Gagar Asmara Sofa;Ananda F. S. Anugrah;Yudhistira Nugraha;Alex L. Suherman
2020 International Conference on ICT for Smart Society (ICISS)
Year: 2020 | Conference Paper |
Since its first case appeared in Depok, West Java, COVID-19 had sent people into panic and anxious apprehension. This paper aims to perceive the anxiety level of people related to the deaths caused by the COVID-19 in Jabodetabek (Jakarta, Bogor, Depok, Tangerang, Bekasi). Factors such as socioeconomic vulnerability and human cognitive level (regarding COVID-19) are also perceived to play important...Show More
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