Proceedings of The International Conference on Data Science and Official Statistics

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Announcements Call for Paper International Conference on Data Science and Official Statistics (ICDSOS) 2023

2023-09-07

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Current Issue

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

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

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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