Multi-Perspective Trust Management Framework for Crowdsourced IoT Services
Mohammed Bahutair, Athman Bouguettaya, Azadeh Ghari Neiat · IEEE Transactions on Services Computing · 2021
We propose a novel generic trust management framework for crowdsourced IoT services. The framework exploits amulti-perspective trust modelthat captures the inherent characteristics of crowdsourced IoT services. Each perspective is defined by a set ofattributesthat contribute to the perspective's influence on trust. The attributes are fed into a machine-learning-based algorithm to generate atrust modelfor crowdsourced services in IoT environments. We demonstrate the effectiveness of our approach by conducting experiments on real-world datasets.