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Open Challenges and Research Issues of XAI in Modern Smart Cities
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Author(s): Vijay Ramnath Sonawane (MVPS's Karmaveer Adv. Baburao Ganpatrao Thakare College of Engineering, Nashik, India), Santosh Pandurang Jadhav (MVPS's Karmaveer Adv. Baburao Ganpatrao Thakare College of Engineering, Nashik, India)and Jaya R. Suryawanshi (MVPS's Karmaveer Adv. Baburao Ganpatrao Thakare College of Engineering, Nashik, India)
Copyright: 2024
Pages: 21
Source title:
Advances in Explainable AI Applications for Smart Cities
Source Author(s)/Editor(s): Mangesh M. Ghonge (Sandip Institute of Technology and Research Centre, India), Nijalingappa Pradeep (Bapuji Institute of Engineering and Technology, India), Noor Zaman Jhanjhi (School of Computer Science, Faculty of Innovation and Technology, Taylor’s University, Malaysia)and Praveen M. Kulkarni (Karnatak Law Society's Institute of Management Education and Research (KLS IMER), Belagavi, India)
DOI: 10.4018/978-1-6684-6361-1.ch010
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Abstract
In this chapter, the authors explore the open challenges and research issues related to XAI in modern smart cities. They begin by providing an overview of XAI and its importance in smart cities. They then discuss the key challenges of developing XAI systems for smart cities, including the need for transparency, interpretability, and trustworthiness. They also examine the challenges of integrating XAI systems with existing infrastructure and data sources in smart cities. Finally, they explore the potential research issues and future research directions for XAI in smart cities, including the development of new XAI techniques and the exploration of ethical and societal implications of XAI in smart cities. Overall, this chapter provides a comprehensive overview of the open challenges and research issues related to XAI in modern smart cities, which can serve as a roadmap for researchers, policymakers, and practitioners working in this field.
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