{"product_id":"9789819215799","title":"Urban Safety Perception in the Age of Big Data Modeling Residents’ Perceived Safety with Street View Imagery, Deep Learning, and Spatial Simulation","description":"\u003ch3\u003eThe Urban Book Series\u003c\/h3\u003e\u003ch1\u003eUrban Safety Perception in the Age of Big Data\u003c\/h1\u003e\u003ch2\u003eModeling Residents’ Perceived Safety with Street View Imagery, Deep Learning, and Spatial Simulation\u003c\/h2\u003e\u003ch3\u003eFengrui Jing\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eScience \/ Environmental Science\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\u003cp class=\"MsoNormal\" style=\"margin-bottom: .0001pt; line-height: normal;\"\u003e\u003cspan lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\"\u003eThis book presents an innovative spatial framework for understanding and simulating urban residents’ safety perception using street-level imagery and deep learning. Bridging GIScience, environmental criminology, and urban informatics, it explores how micro-scale urban environments shape fear of crime and perceived safety, offering both theoretical insights and practical modeling tools. Leveraging massive Baidu Street View datasets, convolutional neural networks, and spatial regression techniques, this book uncovers how visual features—such as greenery, lighting, cleanliness, and built structure—affect safety perception at fine spatial scales. It further integrates survey data, crime records, and machine learning to simulate perceived safety across neighborhoods. Designed for researchers and professionals in GIS, urban planning, public health, environmental psychology, and smart city development, this book is suitable for advanced students and interdisciplinary scholars seeking new methods in spatial perception modeling.\u003c\/span\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cp class=\"MsoNormal\"\u003e\u003cstrong\u003e\u003cspan lang=\"EN-US\" style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US;\"\u003eDr. Fengrui Jing\u003c\/span\u003e\u003c\/strong\u003e\u003cspan lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\"\u003e is an assistant professor in the Department of Public Health and Preventive Medicine, School of Medicine, at Jinan University, China. He holds a Ph.D. in Geographic Information Science (GIS), with research interests spanning urban safety perception, spatial behavior, and geospatial artificial intelligence (GeoAI). His doctoral research focuses on modeling residents’ perceived safety using street view imagery, deep learning, and spatial simulation techniques, with empirical work conducted in Guangzhou. Dr. Jing’s interdisciplinary work integrates spatial analysis, computer vision, environmental criminology, and urban informatics. He has published in leading international journals such as Cities, Health \u0026amp; Place, and. Environment and Planning B: Urban Analytics and City. His research leverages large-scale urban data, including street view images, POIs, mobile phone trajectories, and crime records, to reveal the microenvironmental mechanisms of urban safety and inform evidence-based policy. \u003c\/span\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e06 August 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Singapore\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9789819215799\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e182\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":47990849077388,"sku":"9789819215799","price":125.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819215799.jpg?v=1780598117","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789819215799","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}