Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Prosiding Seminar Nasional Official Statistics
Samudera, Titania Puteri
Unknown Affiliation
Humanities Computer Science & IT Economics, Econometrics & Finance Social Sciences

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Model Prediksi Harga Rumah Berbasis Analisis Statistik dan Geospasial Andryana, Jason Justin; Samudera, Titania Puteri; Siallagan, Maria A. Hasiholan; Hongo, Richita; Karnadi, William Philip; Flukeria, Masarina
Seminar Nasional Official Statistics Vol 2025 No 1 (2025): Seminar Nasional Official Statistics 2025
Publisher : Politeknik Statistika STIS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34123/semnasoffstat.v2025i1.2554

Abstract

House prices play a crucial role in shaping the economic and social dynamics of society, influenced by environmental conditions, accessibility, and socio-economic factors. This study develops an adaptive model for predicting house listing prices by integrating statistical and geospatial analysis techniques. Data were collected through web scraping using the Rumah123.com API and cover property prices across subdistrict and district levels in Bogor. Satellite imagery and environmental indicators—such as the Normalized Difference Built-Up Index (NDBI) and Normalized Difference Water Index (NDWI)—were analyzed to uncover market trends. The findings reveal that urban density has negative spillover effects on surrounding areas, while green spaces and high-moisture zones positively influence property values. Digital infrastructure and air quality also affect housing preferences. The Spatial Durbin Error Model (SDEM) accounts for complex spatial dependencies, resulting in more realistic price estimates. These insights contribute to improved decision-making for housing investments by various stakeholders.
Co-Authors Andryana, Jason Justin Flukeria, Masarina Hongo, Richita Karnadi, William Philip Siallagan, Maria A. Hasiholan