Smart City Gnosys
Smart city article details
| Title | Explainable And Interpretable Artificial Intelligence As A Service For Green Smart Cities And Communities |
|---|---|
| ID_Doc | 25358 |
| Authors | Napisa K.; Mababangloob G.R.; Lubag M.; Concepcion Ii R.; Redillas M.M. |
| Year | 2023 |
| Published | 2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2023 |
| DOI | http://dx.doi.org/10.1109/HNICEM60674.2023.10589252 |
| Abstract | With the increasing usage and impact of artificial intelligence (AI) in society, AI could be utilized for improving society in terms of improving overall urban quality of life through smart cities. This, along with the rise of sustainable urban development, would lay the foundations for the concept of green smart cities and communities. Both concepts, when combined, would present a challenge due to various economical, technological, environmental, and social factors. This challenge is further amplified by the implementation of the various explainable artificial intelligence (XAI) and interpretable artificial intelligence (IAI) models, presenting a novel approach to green smart cities, with the benefits of an implementation greatly improving smart cities despite the challenge presented. This study would examine the rise of AI through exploring multiple existing AI models and classifying if they're XAI or IAI models as well as what makes them so. It would also discuss current applications of XAI and IAI models as well as how they integrate into sustainable urban development. The challenges and complexities of both XAI and IAI models and sustainable urban development would also be discussed and the potential challenges if both were to be implemented, taking into consideration the various sectors of a smart city. Emerging trends and technologies of both AI model types would also be explored wherein novel AI applications would be included for future insights into these applications into green smart cities. © 2023 IEEE. |
| Author Keywords | advancement; digital agriculture; green smart cities; sustainable agriculture; urban development |
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