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Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior

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arxiv 2109.07239 v2 pith:I7W5IVCW submitted 2021-09-15 cs.DC cs.AIcs.CYcs.LG

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior

classification cs.DC cs.AIcs.CYcs.LG
keywords behaviorpowerconsumptioninternetactivechangingcostexplainable
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Pandemics and natural disasters over the years have changed the behavior of people, which has had a tremendous impact on all life aspects. With the technologies available in each era, governments, organizations, and companies have used these technologies to track, control, and influence the behavior of individuals for a benefit. Nowadays, the use of the Internet of Things (IoT), cloud computing, and artificial intelligence (AI) have made it easier to track and change the behavior of users through changing IoT behavior. This article introduces and discusses the concept of the Internet of Behavior (IoB) and its integration with Explainable AI (XAI) techniques to provide trusted and evident experience in the process of changing IoT behavior to ultimately improving users' behavior. Therefore, a system based on IoB and XAI has been proposed in a use case scenario of electrical power consumption that aims to influence user consuming behavior to reduce power consumption and cost. The scenario results showed a decrease of 522.2 kW of active power when compared to original consumption over a 200-hours period. It also showed a total power cost saving of 95.04 Euro for the same period. Moreover, decreasing the global active power will reduce the power intensity through the positive correlation.

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