PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS
Vol. 2021 No. 1 (2021): Proceedings of 2021 International Conference on Data Science and Official St

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

Amanda Pratama Putra (Unknown)
Wa Ode Zuhayeni Madjida (Directorate of Statistics Methodology, BPS - Statistics Indonesia - Jakarta, Indonesia)
Ignatius Aditya Setyadi (Unknown)
Amin Rois Sinung Nugroho (Directorate of Statistical Information System, BPS - Statistics Indonesia - Jakarta, Indonesia)
Alfatihah Reno MNSP Munaf (Statistics Indonesia)



Article Info

Publish Date
04 Jan 2022

Abstract

In conducting a mobility analysis using Mobile Positioning Data, the most critical step is to define each customer's usual environment. The initial concept of mobility used is the movement that occurs from and to every usual environment, so errors in determining the usual environment will cause incorrect mobility statistics. Therefore, Anchor Mobility Data Analytic (AMDA) is proposed for Home-Work Location Determination from Mobile Positioning Data. This algorithm uses clockwise reversal to make it easier to classify someone in their usual environment. Unfortunately, only about 80% of the raw data can be used to establish usual environments. The remaining 20% do not have sufficient data history. This study found that the accuracy of AMDA in determining monthly home location was 98.8% at the provincial level and 88.7% at the regency level. As for the determination of monthly work locations, 98.9% at the provincial level and 70.4% at the regency level.

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Journal Info

Abbrev

icdsos

Publisher

Subject

Computer Science & IT

Description

International Conference on Data Science and Official Statistics International Conference on Data Science and Official Statistics (ICDSOS) 2023 is organized by Politeknik Statistika STIS and Statistics Indonesia (BPS). This international conference in collaboration with Forum Pendidikan Tinggi ...