Artificial intelligence-driven geographies: revolutionizing urban studies
This groundbreaking book delves deep into the history of AI, the major techniques and algorithms of machine learning and deep learning, and the critical role of data sources and processing in these disciplines. It covers a range of AI applications in human geography, including population distributio...
Gespeichert in:
Hauptverfasser: | , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Singapore
Springer
[2024]
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Ausgabe: | 2024 |
Schriftenreihe: | City development: Issues and best practices
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Schlagworte: | |
Zusammenfassung: | This groundbreaking book delves deep into the history of AI, the major techniques and algorithms of machine learning and deep learning, and the critical role of data sources and processing in these disciplines. It covers a range of AI applications in human geography, including population distribution, land use, environmental risk assessment, and socioeconomic analysis. In urban planning, the book explores AI-driven approaches to smart cities, transportation management, urban growth prediction, and sustainable development, among others.As AI continues to permeate every aspect of human life, it is essential to understand and address the ethical considerations and challenges associated with AI-driven planning. This book tackles crucial issues such as data privacy, algorithmic bias, equitable access to technology, and the future of employment in the fields of geography and urban planning. In addition, it presents inspiring case studies, highlighting successful AI applications in human geography and urban planning, and offers insights into future research directions and challenges.This book is a must-read for students, researchers, and professionals in geography, urban planning, environmental studies, and related fields. It is also an invaluable resource for policymakers and urban planners seeking to leverage the power of AI to create smarter, more sustainable, and equitable cities and communities. This book equips you with the knowledge and tools to harness the potential of AI, leading the way to a better understanding of our world and a brighter future for all |
Beschreibung: | xii, 452 Seiten Illustrationen |
ISBN: | 9789819751150 9789819751181 |
Internformat
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520 | |a This groundbreaking book delves deep into the history of AI, the major techniques and algorithms of machine learning and deep learning, and the critical role of data sources and processing in these disciplines. It covers a range of AI applications in human geography, including population distribution, land use, environmental risk assessment, and socioeconomic analysis. In urban planning, the book explores AI-driven approaches to smart cities, transportation management, urban growth prediction, and sustainable development, among others.As AI continues to permeate every aspect of human life, it is essential to understand and address the ethical considerations and challenges associated with AI-driven planning. This book tackles crucial issues such as data privacy, algorithmic bias, equitable access to technology, and the future of employment in the fields of geography and urban planning. In addition, it presents inspiring case studies, highlighting successful AI applications in human geography and urban planning, and offers insights into future research directions and challenges.This book is a must-read for students, researchers, and professionals in geography, urban planning, environmental studies, and related fields. It is also an invaluable resource for policymakers and urban planners seeking to leverage the power of AI to create smarter, more sustainable, and equitable cities and communities. This book equips you with the knowledge and tools to harness the potential of AI, leading the way to a better understanding of our world and a brighter future for all | ||
650 | 4 | |a Artificial intelligence | |
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Datensatz im Suchindex
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adam_text | |
any_adam_object | |
author | Moghaddam, Seyed Navid Mashhadi Cao, Huhua |
author_GND | (DE-588)139301704 |
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author_sort | Moghaddam, Seyed Navid Mashhadi |
author_variant | s n m m snm snmm h c hc |
building | Verbundindex |
bvnumber | BV049885453 |
ctrlnum | (DE-599)BVBBV049885453 |
edition | 2024 |
format | Book |
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id | DE-604.BV049885453 |
illustrated | Illustrated |
indexdate | 2024-10-23T12:02:53Z |
institution | BVB |
isbn | 9789819751150 9789819751181 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035224727 |
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owner | DE-29 |
owner_facet | DE-29 |
physical | xii, 452 Seiten Illustrationen |
publishDate | 2024 |
publishDateSearch | 2024 |
publishDateSort | 2024 |
publisher | Springer |
record_format | marc |
series2 | City development: Issues and best practices |
spelling | Moghaddam, Seyed Navid Mashhadi Verfasser aut Artificial intelligence-driven geographies revolutionizing urban studies Seyed Navid Mashhadi Moghaddam, Huhua Cao Singapore Springer [2024] xii, 452 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier City development: Issues and best practices This groundbreaking book delves deep into the history of AI, the major techniques and algorithms of machine learning and deep learning, and the critical role of data sources and processing in these disciplines. It covers a range of AI applications in human geography, including population distribution, land use, environmental risk assessment, and socioeconomic analysis. In urban planning, the book explores AI-driven approaches to smart cities, transportation management, urban growth prediction, and sustainable development, among others.As AI continues to permeate every aspect of human life, it is essential to understand and address the ethical considerations and challenges associated with AI-driven planning. This book tackles crucial issues such as data privacy, algorithmic bias, equitable access to technology, and the future of employment in the fields of geography and urban planning. In addition, it presents inspiring case studies, highlighting successful AI applications in human geography and urban planning, and offers insights into future research directions and challenges.This book is a must-read for students, researchers, and professionals in geography, urban planning, environmental studies, and related fields. It is also an invaluable resource for policymakers and urban planners seeking to leverage the power of AI to create smarter, more sustainable, and equitable cities and communities. This book equips you with the knowledge and tools to harness the potential of AI, leading the way to a better understanding of our world and a brighter future for all Artificial intelligence Geography Human geography Cao, Huhua Verfasser (DE-588)139301704 aut Erscheint auch als Online-Ausgabe 978-981-97-5116-7 |
spellingShingle | Moghaddam, Seyed Navid Mashhadi Cao, Huhua Artificial intelligence-driven geographies revolutionizing urban studies Artificial intelligence Geography Human geography |
title | Artificial intelligence-driven geographies revolutionizing urban studies |
title_auth | Artificial intelligence-driven geographies revolutionizing urban studies |
title_exact_search | Artificial intelligence-driven geographies revolutionizing urban studies |
title_full | Artificial intelligence-driven geographies revolutionizing urban studies Seyed Navid Mashhadi Moghaddam, Huhua Cao |
title_fullStr | Artificial intelligence-driven geographies revolutionizing urban studies Seyed Navid Mashhadi Moghaddam, Huhua Cao |
title_full_unstemmed | Artificial intelligence-driven geographies revolutionizing urban studies Seyed Navid Mashhadi Moghaddam, Huhua Cao |
title_short | Artificial intelligence-driven geographies |
title_sort | artificial intelligence driven geographies revolutionizing urban studies |
title_sub | revolutionizing urban studies |
topic | Artificial intelligence Geography Human geography |
topic_facet | Artificial intelligence Geography Human geography |
work_keys_str_mv | AT moghaddamseyednavidmashhadi artificialintelligencedrivengeographiesrevolutionizingurbanstudies AT caohuhua artificialintelligencedrivengeographiesrevolutionizingurbanstudies |