Vol. 2021 No. 1 (2021): Proceedings of 2021 International Conference on Data Science and Official Statistics (ICDSOS)

View Vol. 2021 No. 1 (2021): Proceedings of 2021 International Conference on Data Science and Official Statistics (ICDSOS)

DOI: https://doi.org/10.34123/icdsos.v2021i1

Published: 2022-01-04

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Data Science

Extracting Consumer Opinion on Indonesian E-Commerce: A Rating Evaluation and Lexicon-Based Sentiment Analysis

Arbi Setiyawan, Arie Wahyu Wijayanto, He Youshi

2-11
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Knowledge Management System in Official Statistics: An Empirical Investigation on Indonesia Population Census

Achmad Muchlis Abdi Putra, Arie Wahyu Wijayanto

12-19
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Optimization of Waste Transportation Routes using Multi-objective Non-dominated Sorting Genetic Algorithm II (MNSGA-II) in the Eastern and Southern Regions of Bandung City, Indonesia

Natasya Afira, Arie Wahyu Wijayanto

20-30
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Preserving Women Public Restroom Privacy using Convolutional Neural Networks-Based Automatic Gender Detection

Desi Kristiyani, Arie Wahyu Wijayanto

31-42
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Enhancing Official Statistics Data Dissemination using Google Firebase Platform on Mobile Application: A User-Centered Design Approach

Wisma Eka Nurcahyanti

43-52
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Study of Handwriting Recognition Implementation in Data Entry of Survei Angkatan Kerja Nasional (SAKERNAS) using CNN

Yusron Farid Mustafa, Farid Ridho, Siti Mariyah

53-65
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Bayesian Network Model to Distinguish COVID-19 for Illness with Similar Symptoms

Emir Luthfi, Arie Wahyu Wijayanto

66-76
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Learning Bayesian Network for Rainfall Prediction Modeling in Urban Area using Remote Sensing Satellite Data (Case Study: Jakarta, Indonesia)

Salwa Rizqina Putri, Arie Wahyu Wijayanto

77-90
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Classification of Paddy Growth Phase with Machine Learning Algorithms to Handle Imbalanced Multi-Class Big Data

Hady Suryono, Heri Kuswanto, Nur Iriawan

91-100
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Knowledge-based Utilization in Organizational IT Support. A Case Study at BPS-Statistics Indonesia

Herlambang Permadi, Dana Indra Sensuse

101-107
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Estimation of Education Indicators in East Java Using Multivariate Fay-Herriot Model

Novia Permatasari, Azka Ubaidillah

108-118
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Topic Modelling in Knowledge Management Documents BPS Statistics Indonesia

Muhammad Yunus Hendrawan, Nucke Widowati Kusumo Projo

119-130
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What We Know from Telemedicine Data in Indonesia? Study case using Alodokter, Dokter.id, and Honestdocs

Faza Nur Fuadina, Nucke Widowati Kusumo Projo, Siti Mariyah

131-144
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Do Tourist Attraction Objects Implement Health Protocols? Analysis of Tourist Attraction Object in East Java Province Using Google Maps Review

Disya Pratistaning Ratriatmaja, Nucke Widowati Kusumo Projo

145-157
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R Package Development for Difference Benchmarking in Small Area Estimation Fay-Herriot Model

Zaza Yuda Perwira, Azka Ubaidillah

158-165
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Entity Matching of Shop Accounts in Online Commerce Portals

Dina Salsabila, Takdir Takdir

166-172
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Study of Search Algorithm Optimization from Multi-Version Data Warehouse using NoSQL Non-relational Database

Lutfi Rahmatuti Maghfiroh, Ramadhan Azizulhakim Yusuf

173-184
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Development of Question Answering System for Public Relation Division in Student Admission

Lutfi Rahmatuti Maghfiroh, Wahyudi Syahputra, Ibnu Santoso

185-193
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Determining the Stopping Point on GPS Data Using Density Based Spatial Clustering of Application with Noise and Gaussian Mixture Model Cluster

You Ari Faeni

194-201
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Revisiting Local Walking Based on Social Network Trust (LWSNT): Friends Recommendation Algorithm in Facebook Social Networks

Wahidya Nurkarim, Arie Wahyu Wijayanto

202-210
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Mapping of the Reading Literacy Activity Index in East Java Province, Indonesia: an Unsupervised Learning Approach

Harun Al Azies, Ayu Febriana Dwi Rositawati

211-223
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Antisocial Behavior Monitoring Services of Indonesian Public Twitter Using Machine Learning

Fitri Andri Astuti

224-232
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Application of Resampling and Boosting Methods Using the C5.0 Algorithm Case Study Indonesia Family Survey Data

Hedi Kuswanto, Nurtiti Sunusi, Siswanto Siswanto, Nirwan Nirwan

233-246
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Development of Student's Dropout Early Warning System Using Analytical Hierarchy Process

Naflah Ariqah, Yunarso Anang

247-258
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Construction of Smart City Development Index in Indonesia

Nabil Miftah Irfandha

259-277
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Sentiment Analysis on PeduliLindungi Application Using TextBlob and VADER Library

Fathonah Illia, Migunani Puspita Eugenia, Sita Aliya Rutba

278-288
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Detection of Public Sentiment Analysis Model on the Implementation of PPKM in Indonesia

Renata Putri Henessa, Muhammad Al-Fath Fisabilillah, Windy Rahmatul Azizah

289-295
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AMDA: Anchor Mobility Data Analytic for Determining Home-Work Location from Mobile Positioning Data

Amanda Pratama Putra, Wa Ode Zuhayeni Madjida, Ignatius Aditya Setyadi, Amin Rois Sinung Nugroho, Alfatihah Reno MNSP Munaf

296-304
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SMOTE and Nearmiss Methods for Disease Classification with Unbalanced Data Case Study: IFLS 5

Anas Rulloh Budi Alamsyah, Salsabila Rahma Anisa, Nadira Sri Belinda, Adi Setiawan

305-314
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Satu Data Indonesia in Sectoral Statistics: Concept of Satu Data Metadata Framework (SDMF)

Hakiki Sandhika Raja, Chaidir Arsyan Adlan

315-325
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Analysis of Rice Field Cluster in Indonesia as an Evaluation of Food Production Availability Using Fuzzy C-Means

Heru Setiono, Totok M Dianto

326-332
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Applied Statistics

The Best K-Exponential Moving Average with Missing Values: Gold Prices in Indonesia, Saudi Arabia, and Turkey during COVID-19

Fadhlul Mubarak, Atilla Aslanargun, Ilyas Siklar

334-342
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A Simple Approach using Statistical-based Machine Learning to Predict the Weapon System Operational Readiness

Arwin Datumaya Wahyudi Sumari, Dimas Shella Charlinawati, Yuri Ariyanto

343-351
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Estimation of Air Pollutants using Time Series Model at Coalfield Site of India

Arti Choudhary, Pradeep Kumar

352-357
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The Effect of Human Capital Inequality on Income Inequality: Evidence from Indonesia An Application of Generalized Method of Moment Estimation

Hafizh Meyzar Aqil, Dwi Wahyuniati

358-372
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The Effect of Shifting Large and Medium-Sized Industry Agglomeration on the Economic Development in Kanti Region in 2003-2018

Ahmad Firman Maulana, Ekaria Ekaria

373-386
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Covid-19 Vaccination: Health and Economic Correlations

Zaky Musyarof, Indira Nur Qomari

387-401
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The Effect of the Digital Economy on Indecent Work in Indonesia 2019

Yuniar Putri Awaliyah Risky, Nucke Widowati Kusumo Projo

402-417
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Does Palapa Ring Project Infrastructure Bridging Connectivity and Economic Activity?

Realita Eschachasthi, Taly Purwa, Diyang Gita Cendekia

418-435
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Study of Exchange Rate Volatility and Its Effect on Indonesian Economic Indicators With Potential Exchange Rate Crisis

Adin Nugroho, Nasrudin Nasrudin

436-447
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Short-Term Forecasting of Air Travellers Outflows from Bali Using Web Search Data

Parma Dwi Widy Oktama

448-457
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Determinants of Service Export in ASEAN Member Countries

Pidyatama Putri Situmorang, Neli Agustina

458-470
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Spatial Panel Data Approach on Environmental Quality in Indonesia

Debita Tejo Saputri, Anugrah Alief Pratama

471-481
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Working Age Population and CO2 Emissions in Indonesia: Household Approach

Mirta Dwi Wulandari

482-491
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The Potential of Palm Oil as An Economic Recovery in Central Kalimantan in The Era of A Pandemic: Typology Klassen Analysis

Annisa Nur Fadhilah, Lita Jowanti, Atika Kautsar Ilafi

492-497
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Analysis of Government Policy in Handling Covid-19 in Indonesia

Atika Kautsar Ilafi, Annisa Nur Fadhilah, Lita Jowanti

498-506
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Estimating Customer Lifetime Value in the E-Commerce Industry Using Multivariate Analysis

Bagaskoro Cahyo Laksono, Ika Yuni Wulansari

507-518
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Analysis of The Impact of The Covid-19 Pandemic on The Performance of Indonesian Non Oil and Gas Exports

I Gusti Bagus Ngurah Diksa, Dewa Ayu Srijayanti

519-528
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The Impact of Domestic Investment, Foreign Investments, HDI, Export, and Import on the Economic Growth in Indonesia

Lutfia Septiningrum, Paramita Dewanti, Fauzah Hikmawati

529-536
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Variables Affecting Eligible Women in Poor Households to Smoke in Indonesia 2017

Maghfira Ramadhani, Risni Julaeni Yuhan

537-549
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Return to Education Estimation on Self-Employment Entrepreneurs and Their Comparison with Workers in Indonesia

Dwi Wahyudi, Muhammad Hanri

550-558
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Measuring The Economic Contribution of Tourism: An Improvement in Indonesia

Akhmad Mun'im

559-567
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Impact Evaluation of Child Labor on Health in Next 7 and 14 Years in Indonesia

Febri Hamdani, Eny Sulistyaningrum

568-577
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Forecasting Hotel Occupancy Rate in Riau Province Using ARIMA and ARIMAX

Fadlika Arsy Rizalde, Sri Mulyani, Nelayesiana Bachtiar

578-589
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Spatial-Temporal Analysis of Deforestation in Sumatera Island 2011-2019

Andrian Dwi Putra, Siskarossa Ika Oktora

590-609
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Measuring Child Poverty in Jakarta Metropolitan Area Using a Multidimensional Perspective

Nigel Roy Tantan, Erni Tri Astuti

610-620
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Impact of Information and Communication Technology on The Welfare of Population in Eastern Indonesia

Dyah Makutaning Dewi, Istu Indah Setyaningsih, Ariful Romadhon

621-631
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Welfare Index of Person with Disabilities in Indonesia, 2018

Ni Putu Ayu Chyntia Manikka Sari, Dr. Tiodora Hadumaon Siagian, M.Pop.Hum.Res

632-644
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A Spatial Analysis of Crime in East Java Province in 2019

Choirul Ummah, Rini Rahani

645-658
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Application of Logistic Regression Modeling for Complex Survey Data on Education Continuity of Poor Households Children

Rudi Salam, Ardi Adji

659-665
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An insight into Youth Unemployment in Indonesia

Ayuningtyas Yanindah

666-682
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Estimation of Inflation Threshold of Indonesia and Its Effect on Economic Growth Periode 1981-2019

Monika Stevany Manurung, Aisyah Fitri Yuniasih

683-690
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Resilience of Workers Affected by COVID-19 Outbreak in Maintaining Their Jobs, in Which Sector Survives Most Longer?

Fenanda Dwitha Kurniasari, Yulia Atma Putri

691-696
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Official Statistics

Changing in National Infrastructure Policy: How It Affect Indonesia’s Economy? Case Study of Indonesia 2010 and 2016 IO Table and 2016 IRIO Table

Ade Marsinta Arsani, Chaoqing Huang

698-707
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Wages of Workers Spatial Analysis in Indonesia Region 2019

Maghfirah Maghfirah, Omas Bulan Samosir

708-716
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Micro and Macro Determinants of Precarious Employment in Indonesia: An Empirical Study of Paid Workers using Multilevel Binary Logistic Regression

Mohammad Rifky Pontoh; Nucke Widowati Kusumo Projo

717-733
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Application of The Sequential Hot-deck Imputation Method for Identification of Indonesian Standard Classification of Business Fields (KBLI)

Iman Jihad Fadillah, Chaterina Dwi Puspita

734-741
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Demographics Characteristics of Smoker in Poor Households in Riau Islands Province

Dio Dwi Saputra

742-752
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Performance Comparison of Hot-Deck Imputation, K-Nearest Neighbor Imputation, and Predictive Mean Matching in Missing Value Handling, Case Study: March 2019 SUSENAS Kor Dataset

Tsasya Raudhatunnisa, Nori Wilantika

753-770
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Determinant of Labor Force Resilience Against The Employment Impact of The Covid-19 Pandemic in Bali Province, Indonesia: An Application of Survival Analysis

Ni Luh Putu Yayang Septia Ningsih, Mohammad Dokhi

771-781
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Individual and Province-level Determinants of Unemployed NEET as Young People’s Productivity Indicator in Indonesia During 2020: A Multilevel Analysis Approach

Ni Putu Gita Naraswati, Yogo Aryo Jatmiko

782-795
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Estimation of Total Fertility Rate (TFR) Using Small Area Estimation (SAE) in Nusa Tenggara Timur (NTT) Province

Mellinda Mellinda, Cucu Sumarni

796-809
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Determine Sample Size for Precision Results on Quick Count

Yusep Ridwan, Rizqon Halal Syah Aji

810-823
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Personalized Route Recommendation Method for Field Survey Officers using Social Media Information and Administrative Border Maps

Eko Hardiyanto

824-832
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Data Input Quality Metrics on Mobile Positioning Data (MPD)

Alfatihah Reno MNSP Munaf, Amanda Pratama Putra, Wa Ode Zuhayeni Madjida, Ignatius Aditya Setyadi, Amin Rois Sinung Nugroho

833-841
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Development of The Welfare Index at Sub-district Level in West Java 2020: A Small Area Estimation Approach

Nimas Ezra Monadiyan, Faisal Haris

842-855
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Potencies and Threats of The Demographic Bonus on The Quality of Human Resources and Economy in Indonesia 2019

Febby Risandini, Rini Silvi

856-867
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Data Collection Improvement: Daily Self-Enumeration Accommodation Survey

Ignatius Aditya Setyadi

868-878
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Multilevel Analysis: Household and Regional Factors Influence Agricultural Household Poverty in Indonesia, 2019

Ariful Romadhon, Diyana Indah Sari, Bayu Rhamadani Wicaksono

879-888
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Measurement of Sustainable Agriculture at Household Level: Results of Indonesian Agriculture Integrated Survey (AGRIS) Pilot

Kadir Kadir, Isnaeni Nur Khasanah, Eka Rudiana

889-904
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Application of Spatial Empirical Best Linear Unbiased Prediction (SEBLUP) of Open Unemployment Rate on Sub-District Level Estimation in Banten Province

Apriliansyah Apriliansyah, Ika Yuni Wulansari

905-913
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Information System Development of Master’s and Doctoral Study Task Recommendation Using Fuzzy AHP

Nurul Ni'mah, Yunarso Anang

914-934
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Household Food Insecurity in DKI Jakarta Province at The Beginning of The Covid-19 Pandemic

Lutfi Hamdani Sutikno, Budiasih Budiasih

935-949
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Determinants of Unmet Need Family Planning Among Married Woman of Reproductive Age in North Sumatra (Susenas March 2019)

Aprillia Anis Saputri, Rini Rahani

950-962
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Big Data for Small Area Estimation: Happiness Index with Twitter Data

Sheerin Dahwan Aziz, Azka Ubaidillah

963-972
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Comparing Voluntary and Involuntary Part Time Female Workers in Maluku

Muhamad Bagus Adji Briliyanto, Titik Harsanti

973-984
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Analysis of Input-Output Table: Identifying Leading Sectors in Indonesia (Case Study in 2010, 2016 and 2020)

Yoga Dwi Nugroho

985-997
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