人工智能驱动的地理学：城市研究的革命

English | 2024 | ISBN: 978-981-97-5116-7 | 455 pages | True EPUB PDF | 23 MB

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.

中文| 2024 | ISBN:978-981-97-5116-7 | 455页| True EPUB PDF | 23 MB这本开创性的书深入探讨了人工智能的历史、机器学习和深度学习的主要技术和算法，以及数据源和处理在这些学科中的关键作用。它涵盖了人文地理学中的一系列人工智能应用，包括人口分布、土地利用、环境风险评估和社会经济分析。在城市规划方面，本书探讨了人工智能驱动的智慧城市、交通管理、城市增长预测和可持续发展等方法。 随着人工智能继续渗透到人类生活的方方面面，理解和解决与人工智能驱动的规划相关的伦理考虑和挑战至关重要。本书探讨了数据隐私、算法偏见、公平获取技术以及地理和城市规划领域就业的未来等关键问题。此外，它还提供了鼓舞人心的案例研究，突出了人工智能在人文地理学和城市规划中的成功应用，并提供了对未来研究方向和挑战的见解。 这本书是地理、城市规划、环境研究和相关领域的学生、研究人员和专业人士的必读之作。对于寻求利用人工智能的力量创造更智能、更可持续、更公平的城市和社区的政策制定者和城市规划者来说，这也是一种宝贵的资源。这本书为您提供了利用人工智能潜力的知识和工具，引领您更好地了解我们的世界，为所有人创造更美好的未来。

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