Abstract
The metropolitan cities are facing a huge skewness of service distribution that is given in different parts of the same city. Given the rapid increase in immigration, the quality-of-life factors are often left out while performing housing searches. This paper explores the ideal sub-regions in Delhi, India, for living based on different lifestyle profiles. Using suitability analysis, it is possible to personalize a geographical area for housing. Five such factors, namely, rental budget, commute time, green landscape, pollution, and food accessibility were considered. Four different user profiles (18-65) and their importance to each of the factors were simulated. The range of each variable was standardized using transformations. Data was obtained from data-hubs like Kaggle, OSM, and GEE. The analysis was supported by ArcGIS Pro to get district-level features and suitability modelling. The commute variable is a derived variable from the cost surface raster and AQI values from the weathe r stations were used. Four different suitability maps are generated using multi-criteria evaluation. This automated approach can be useful for customers and agents to find or consult housing for immigrants by making it personalized and providing insights to better explain consumer behaviour based on spatial attributes, hence making spatially intelligent tools.
Original language | English |
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Title of host publication | Proceedings of the 8th International Conference on Geographical Information Systems Theory, Applications and Management |
Subtitle of host publication | GISTAM 2022 |
Editors | Cédric Grueau, Lemonia Ragia |
Publisher | SciTePress - Science and Technology Publications |
Pages | 91-98 |
Number of pages | 8 |
Volume | I |
ISBN (Electronic) | 978-989-758-571-5 |
DOIs | |
Publication status | Published - 1 Jun 2022 |
Event | 8th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2022) - Online Streaming Duration: 27 Apr 2022 → 29 Apr 2022 Conference number: 8th https://gistam.scitevents.org |
Publication series
Name | International Conference on Geographical Information Systems Theory, Applications and Management, GISTAM - Proceedings |
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ISSN (Electronic) | 2184-500X |
Conference
Conference | 8th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2022) |
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Abbreviated title | GISTAM 2022 |
Period | 27/04/22 → 29/04/22 |
Internet address |
Keywords
- Suitability Analysis
- Spatial Analysis
- ArcGIS
- GIS
- Remote Sensing