Vol. 2023 No. 1 (2023): Proceedings of 2023 International Conference on Data Science and Official Statistics (ICDSOS)

DOI: https://doi.org/10.34123/icdsos.v2023i1

Published: 2023-12-29

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Data Science

• Nowcasting of Chili Pepper (Capsicum frutescens L.) Prices in East Java Province Using Multi-Layer Perceptron Method

  Mohamad Choirul Zamzami, Nucke Widowati Kusumo Projo

  2-12

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• RegTech Solutions: Generic Business Process Analysis and Modeling

  Benny Firmansyah, Arry Akhmad Arman, Widya Sri Wahyuni

  13-25

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• Deep Learning Approaches for Predicting Intraday Price Movements: An Evaluation of RNN Variants on High-Frequency Stock Data

  Mochamad Ridwan, Kusman Sadik, Farit Mochamad Afendi

  26-37

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• Exploration of Resnet Variants in High Spatial Resolution Domain Adaptation From air-to-space imagery

  Sulisetyo Puji Widodo, Nur Rachmawati

  38-46

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• Pojok Statistik Virtual Improvement: Development of Online Consultation and Scientific Articles Modules

  Fahmi Muhammad Sahal, Nori Wilantika

  47-57

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• Development of Student’s Uniform Compliance Detection System Using Real Time Image Recognition at Politeknik Statistika STIS

  Ardian Fajri Saputra, Yunarso Anang

  58-72

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• A Sentiment Analysis and Topic Modelling of The Socio-Economic Registration 2022

  Indah Simbolon, Nicholas H Manurung, Sukma Andini, Lya Hulliyyatus Suadaa

  73-83

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• Opportunities and Challenges of Remote Sensing, Geospatial Data, and Machine Learning in Obtaining Accessibility and Location Information for Sustainable Development in Indonesia

  Terry Devara

  84-95

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• Automated Indonesian Text Augmentation with Web-Based Application Using Flask Framework

  Iftitah Athiyyah Rahma, Lya Hulliyyatus Suadaa

  96-108

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• Comparison of Naive Bayes, K-Nearest Neighbor, and Support Vector Machine Classification Methods in Semi-Supervised Learning for Sentiment Analysis of Kereta Cepat Jakarta Bandung (KCJB)

  Muhammad Farhan, Renata De La Rosa Manik, Hana Raihanatul Jannah, Lya Hulliyyatus Suadaa

  109-120

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• GLMM and GLMMTree for Modelling Poverty in Indonesia

  Suseno Bayu, Khairil Anwar Notodiputro, Bagus Sartono

  121-131

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• A Land cover change analysis of buffer areas in New Capital City of Nusantara, Indonesia: A cellular automata approach on satellite imageries data

  Maria Shawna Cinnamon Claire, Salwa Rizqina Putri, Arie Wahyu Wijayanto

  132-149

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• Air Pollution in Jakarta, Indonesia Under Spotlight: An AI-Assisted Semi-Supervised Learning Approach

  HARUN AL AZIES

  150-161

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• Automatic Detection and Counting of Urban Housing and Settlement in Depok City, Indonesia: An Object-Based Deep Learning Model on Optical Satellite Imageries and Points of Interests

  Atut Pindarwati, Arie Wahyu Wijayanto

  162-176

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• Text Analysis Study on Urban farming News Toward Food Security in Indonesia: Sentiment Analysis, Named Entity Recognition, Topic Modelling, and Social Network Analysis

  Dewi Krismawati, Satria Bagus Panuntun

  177-185

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• Geospatial Big Data Approaches to Estimate Granular Level Poverty Distribution in East Java, Indonesia using Machine Learning and Deep Learning Regressions

  Rifqi Ramadhan, Arie Wahyu Wijayanto, Setia Pramana

  186-200

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• Sentiment Classification of Community towards COVID-19 Issues on Twitter (Case Study: Indonesia, March-May 2020)

  Nur Ainun Daulay, Rifqi Ramadhan, Lya Hulliyyatus Suadaa

  201-217

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• Design and Implementation of an Interactive Visualization Dashboard for Monitoring the Flood Vulnerability and Mapping

  Windy Rahmatul Azizah, Arie Wahyu Wijayanto

  218-232

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• A Geovisualization Dashboard of Granular Food Security Index Map using GIS for Monitoring the Provincial Level Food Security Status

  Dwi Karunia Syaputri, Bony Parulian Josaphat, Arie Wahyu Wijayanto

  233-247

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• Implementation of User-Oriented Geovisualization Web Dashboard for Monitoring Access to Improved Water using Satellite Imageries Data

  Fauzan Faldy Anggita, Arie Wahyu Wijayanto

  248-264

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• Modeling Coastal Area Change Analysis of Coastal Urban Areas at Semarang City, Indonesia Modeling Coastal Area Change Analysis of Coastal Urban Areas at Semarang City, Indonesia: A Comparison of Machine Learning Classifiers on Optical Satellite Imageries Data

  Renata De La Rosa Manik, Arie Wahyu Wijayanto

  265-273

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• Integrating Satellite Imageries and Multiple Geospatial Big Data for Granular Mapping of Spatial Distribution of Human Development Index in East Java, Indonesia

  Rifqi Ramadhan, Arie Wahyu Wijayanto

  274-295

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• Cost-Sensitive Boosting Algorithm for Classifying Underdeveloped Regions in Indonesia

  Bayu Suseno, Bagus Sartono, Khairil Anwar Notodiputro

  296-308

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• Comparison Of Kernel Support Vector Machine In Stroke Risk Classification (Case Study:IFLS data)

  Lensa Rosdiana Safitri, Nur Chamidah, Toha Saifudin, Gaos Tipki Alpandi

  309-316

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• Implementation of Machine Learning and Its Interpretation for Mapping Social Welfare Policy in Indonesia

  Aldo Leofiro Irfiansyah, Ari Rismansyah, Novia Permatasari, Isnaeni Noviyanti, Atqo Mardiyanto, Ade Koswara

  317-336

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• Comparative Analysis of Retriever and Reader for Open Domain Questions Answering on BPS Knowledge in Indonesian

  Sulisetyo Puji Widodo

  337-343

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• Time-Series Clustering of the Regencies Hotel Room Occupancy Rate in Indonesia after the COVID-19 Pandemic

  Ladisa Busaina, Setia Pramana, Satria Bagus Panuntun

  344-353

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• Lean User Experience (Lean UX) Approach in the Redesign of the SOBAT BPS Application

  Migunani Puspita Eugenia, Lutfi Rahmatuti Maghfiroh

  354-367

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• Curating Multimodal Satellite Imagery for Precision Agriculture Datasets with Google Earth Engine

  Bagus Setyawan Wijaya, Rinaldi Munir, Nugraha Priya Utama

  368-381

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• FORECASTING USING SARIMA AND BAYESIAN STRUCTURAL TIME SERIES METHOD FOR RANGE SEASONAL TIME

  MUHAMMAD RIZAL; Sri Utami Zuliana

  382-391

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• Forest Cover Mapping Using Interactive Dashboards with Google Earth Engine on Sentinel-2 Satellite Imagery

  Nora Dzulvawan, Arie Wahyu Wijayanto

  392-401

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Applied Statistics

• SPATIAL ANALYSIS OF FIRE OCCURRENCE IN JAKARTA, INDONESIA

  Ika Rosantiningsih, Chotib

  403-416

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• Analysis of the Effect of Technology on the Growth of the Information and Communication Sector in the Bali Province 2016-2021

  Milan Puji Astuti, Krismanti Tri Wahyuni

  417-429

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• Study of Economic Vulnerability and Its Influence on the Economy in Sumatera Island Using the Household Consumption Expenditure Approach

  Adin Nugroho, Prientananda Ghina Salsabila

  430-445

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• Competitiveness and Factors Influencing Indonesian Clove Exports to Eight Export Destination Countries from 2005-2020

  Siti Ainia Hidayati, Ekaria

  446-457

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• The Socio-Economic Factors Influencing Sugar-Sweetened Beverages (SSB’s) Consumption in Household of DKI Jakarta Province in 2020

  Muhammad Gozali Yahya, Arya Candra Kusuma, Norvan Bagus Ramadhan

  458-473

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• Is The Wealth Index Better than The Proxy Means Test in Poverty Targeting? A Study in Brebes and East Jakarta

  Nuri Taufiq, I Made Giri Suyasa

  474-493

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• Trajectory of life expectancy and its relation with socio-economic indicators among developing countries in Southeast Asian

  Madona Yunita Wijaya, Yanne Irene, Iqbal Rachadi

  494-500

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• Comparison of Kernel Smoothing and Local Polynomial Smoothing Method in Overcoming Age Heaping

  Nadia Arsyta Putri, Erni Tri Astuti, Lalu Moh Arsal Fadila; Salsabil Syadza Hafizhah

  501-515

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• High-resolution-gridded rainfall dataset derived from surface observation by adjustment of satellite rainfall product

  Achmad Rifani, Muhammad Rezza Ferdiansyah

  516-523

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• Does Farm Size Matter for Food Security Among Agricultural Households? Analysis of Indonesia’s Agricultural Integrated Survey Results

  Kadir Ruslan, Octavia Rizky Prasetyo

  524-536

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• Identification of factors affecting the cases of under-age female marriage using geographically weighted panel regression approach in south kalimantan province.

  ABDULLAH RIFQI

  537-545

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• Construction of Green City Index in Indonesian Metropolitan Districts/Cities

  Vina Astriani, Risni Julaeni Yuhan, Bony Parulian Josaphat

  546-561

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• hyper-Poisson Model for Overdispersed and Underdispersed Count Data

  Venda Damianus Situmorang, Siti Nurrohmah, Ida Fithriani

  562-571

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• Vine Copula Model: Application to Chemical Elements in Water Samples

  Salsabila Zahra Aminullah, Mila Novita, Ida Fithriani

  572-585

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• Achievement of Creative Economy Dimensions in Regional Development Indonesia in 2021

  Anisa Nur Jannah, Ekaria

  586-599

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• The Effect of Company Performance on Stock Returns in the LQ45 Stock Cluster in 2020-2022

  Auliya' Jami'atus Saufi, Ekaria

  600-612

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• Analysis of Spotify's Audio Features Trends using Time Series Decomposition and Vector Autoregressive (VAR) Model

  Daffa Adra Ghifari Machmudin, Mila Novita, Gianinna Ardaneswari

  613-627

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• Interest Rate Transmission on Indonesia’s Monetary Policy Analysis: Case of Banking Interest Rate

  Adin Nugroho, Prientananda Ghina Salsabila

  628-638

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• Analysis of Factors Affecting the Open Unemployment Rate (UOR) 2022 : A Case of Banten in Indonesia

  Aqilla Haya, Risma Dwi Lestari, Tengku Mashitah Crisanty

  639-649

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• Energy Poverty and Its Determinants at Subnational Level of Indonesia in 2021

  Salbila Anandia Ramadanti, Wahyuni Andriana Sofa

  650-670

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• The Effect of Financial Development on Economic Growth in East Kalimantan in 2013-2021

  Raihan Hibatullah, Aisyah Fitri Yuniasih S.S.T., S.E., M.Si.

  671-682

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• Unlocking potential of data: A localized data-driven approach for stunting reduction in South Kalimantan Province

  Farah Rizkiah

  683-697

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• Role of E-Commerce on Entrepreneurial Welfare in Indonesia

  Fitriani Aditya Putri

  698-707

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• Agricultural Digitalization: Can This Transformation Increase Farmers' Income In East Java?

  Reni Amelia, Akhmad Munim

  708-720

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• Using Data Science to Assess the Impact of Disaster Event on Climate Change Belief: Case of Australian Bushfire Catastrophe

  Diaz Prasetyo, Trisna Mulyati

  721-736

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• Formulation of Kumaraswamy Generalized Inverse Lomax Distribution

  Andrew Bony Nabasar Manurung, Siti Nurrohmah, Ida Fithriani

  737-744

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Official Statistics

• Can Paddy Growing Phase Produce an Accurate Forecast of Paddy Harvested Area in Indonesia? Analysis of the Area Sampling Frame Results

  Kadir Ruslan, Octavia Rizky Prasetyo

  746-755

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• Harnessing Blockchain in BPS Microdata Dissemination

  Florencia Satwika Genah, Dea Venditama

  756-766

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• Development of Paddy Yield Gap Between Java and Outside Java: Does It Have a Contribution to Paddy Yield Improvement from 2018 to 2021?

  Kadir Ruslan, Octavia Rizky Prasetyo

  767-779

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• Analysis of Indonesian Domestic Tourist Quality Case Study: Domestic Tourist Digital Survey 2021

  Martha Zalukhu, Neli Agustina

  780-791

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• Prediction of Central Java’s Number of Exports to Four ASEAN Countries Using the Markov Chain Analysis

  Ria Novita Awalia Ramadhani, Andreas Rony Wijaya, ALIFIA ZAHRA WINESTI, DESTY MAYANG PRATIWI

  792-797

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• Development of FASIH Application for the Badan Pusat Statistisk using Flutter Framework

  Riofebri Prasetia Prasetia, Lutfi

  798-809

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• Small Area Estimation of Multidimensional Poverty in East Java Province Using Satellite Imagery

  Helen Cantika Laura Aisyatul Ridho, Rindang Bangun Prasetyo

  810-829

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