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Exploring the Role of Artificial Intelligence in Internet of Things Systems: A Systematic Mapping Study
Umair Khadam1,2, Paul Davidsson1,2, Romina Spalazzese1,2
1Department of Computer Science and Media Technology, Malmö University, 20506 Malmö, Sweden.
Sensors (Basel, Switzerland)
|October 26, 2024
Summary
Artificial Intelligence (AI) enhances Internet of Things (IoT) systems by performing key tasks like pattern recognition and prediction. This study identifies AI
Area of Science:
- * Computer Science
- * Information Technology
- * Artificial Intelligence
Background:
- * The integration of Artificial Intelligence (AI) into Internet of Things (IoT) systems is rapidly expanding.
- * Understanding AI's specific roles and application domains within IoT is essential for further research and development.
- * Existing literature requires systematic analysis to consolidate knowledge on AI in IoT.
Purpose of the Study:
- * To systematically identify and categorize the diverse roles of Artificial Intelligence (AI) within Internet of Things (IoT) systems.
- * To pinpoint the primary application domains where AI significantly impacts IoT functionality.
- * To provide a structured overview of AI's contributions to IoT ecosystems.
Main Methods:
- * A systematic mapping study was conducted, analyzing 81 survey articles.
- * Data was extracted from major scientific databases: Scopus, ACM Digital Library, IEEE Xplore, and Wiley Online.
- * Selection criteria were applied to ensure the relevance and quality of included studies.
Main Results:
- * Six general tasks of AI in IoT systems were identified: pattern recognition, decision support, decision-making and acting, prediction, data management, and human interaction.
- * Fifteen specific subtasks were further detailed.
- * Thirteen distinct application domains were mapped, with healthcare emerging as the most prominent.
Conclusions:
- * AI plays a crucial role in enhancing the efficiency, security, and functionality of IoT systems.
- * The identified AI tasks and application domains highlight significant opportunities for innovation.
- * Further research and practical implementation of AI in IoT are supported by this comprehensive mapping.
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