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Vol. 2021 No. 1 (2021): Proceedings of 2021 International Conference on Data Science and Official Statistics (ICDSOS)
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
Full Issue
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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
PDF
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
PDF
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
PDF
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
PDF
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
PDF
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
PDF
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
PDF
Spatial-Temporal Analysis of Deforestation in Sumatera Island 2011-2019
Andrian Dwi Putra, Siskarossa Ika Oktora
590-609
PDF
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
PDF
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
PDF
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
PDF
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
PDF
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
PDF
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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