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AI-Enabled Spatial Intelligence: Revolutionizing Data Management and Decision Making in Geographic Information Systems
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Author(s): Munir Ahmad (Survey of Pakistan, Pakistan)
Copyright: 2023
Pages: 30
Source title:
AI and Its Convergence With Communication Technologies
Source Author(s)/Editor(s): Badar Muneer (Mehran University of Engineering and Technology, Pakistan), Faisal Karim Shaikh (Mehran University of Engineering and Technology, Pakistan), Naeem Mahoto (Mehran University of Engineering and Technology, Pakistan), Shahnawaz Talpur (Mehran University of Engineering and Technology, Pakistan)and Jordi Garcia (Universitat Politècnica de Catalunya, Spain)
DOI: 10.4018/978-1-6684-7702-1.ch005
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Abstract
GIS plays a crucial role in helping decision-makers to analyze and interpret complex spatial data to make informed decisions. However, conventional GIS workflows are inadequate for managing the massive amounts of spatial data that are necessary for decision-making. This chapter discussed the transformative potential of AI and spatial data in enhancing spatial intelligence. It first outlined the challenges associated with GIS, specifically related to data management and decision-making. These challenges are categorized into technical, data, and human-centered. Next, the chapter presented AI-based strategies that can be used to address these challenges, along with their potential impact. The chapter also examined the ethical considerations surrounding AI-powered GIS and suggested approaches to address them. This chapter can serve as a valuable source of information for researchers, practitioners, and policymakers operating in the realm of AI-based GIS.
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