Measuring human perceptions of a large-scale urban region using machine learning
Article Properties
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LanguageEnglish
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DOI (url)
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Publication Date2018/12/01
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Journal
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Indian UGC (journal)
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Refrences64
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Citations292
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Fan Zhang
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Bolei Zhou
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Liu Liu
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Yu Liu
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Helene H. Fung
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Hui Lin
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Carlo Ratti
Journal Categories
Geography
Anthropology
Recreation
Geography
Anthropology
Recreation
Environmental sciences
Geography
Anthropology
Recreation
Geography (General)
Geography
Anthropology
Recreation
Human ecology
Anthropogeography
Settlements
Cities
Urban geography
Science
Biology (General)
Ecology
Social Sciences
Social Sciences
Communities
Classes
Races
Urban groups
The city
Urban sociology
Social Sciences
Communities
Classes
Races
Urban groups
The city
Urban sociology
City planning
Technology
Environmental technology
Sanitary engineering
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Refrences
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
Computer vision uncovers predictors of physical urban change | Proceedings of the National Academy of Sciences |
| 140 | 2017 |
| C-IMAGE: city cognitive mapping through geo-tagged photos | GeoJournal |
| 45 | 2016 |
| Deep learning | Nature |
| 36,146 | 2015 |
| ImageNet Large Scale Visual Recognition Challenge | International Journal of Computer Vision |
| 12,571 | 2015 |
| Social Sensing: A New Approach to Understanding Our Socioeconomic Environments | Annals of the Association of American Geographers | 508 | 2015 |
Citations
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
| Assessing the Impact of Urban Environments on Mental Health and Perception Using Deep Learning: A Review and Text Mining Analysis | Journal of Urban Health |
| 2024 | |
| A comprehensive survey on communication techniques for the realization of intelligent transportation systems in IoT based smart cities | Peer-to-Peer Networking and Applications |
| 2024 | |
| Can we trust our eyes? Interpreting the misperception of road safety from street view images and deep learning | Accident Analysis & Prevention |
| 1 | 2024 |
| Built environments, communities, and housing price: A data-model integration approach | Applied Geography |
| 2024 | |
| Mapping property redevelopment via GeoAI: Integrating computer vision and socioenvironmental patterns and processes | Cities |
| 1 | 2024 |
Citations Analysis
The category
Geography. Anthropology. Recreation: Environmental sciences 128
is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled A Machine Learning-Based Classification System for Urban Built-Up Areas Using Multiple Classifiers and Data Sources and was published in 2019. The most recent citation comes from a 2024 study titled Not just More, but more diverse: Green landscapes along urban roads may significantly reduce drivers' psychophysiological fatigue. This article reached its peak citation in 2023, with 80 citations. It has been cited in 115 different journals, 28% of which are open access. Among related journals, the Cities cited this research the most, with 18 citations. The chart below illustrates the annual citation trends for this article.