Proceedings ArticleDOI
A Comparative Analysis of OSN and SIoT Trust Models for a trust model adapted to MOOCs platforms
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TLDR
A comparative study of some relevant trust models belonging to two different ecosystems namely OSN and Social Internet of Thing, in order to analyze their methods and techniques used on evaluating trust among entities.Abstract:
There is no doubt that the major concerns of MOOCs platforms are to enhance the quality of learners' interactions for a meaningful collaboration and effective engagement. In fact, in MOOCs learners are stimulated to be in touch with their Online Social Networks (OSN) and various smart devices to share opinions and resources in attention to achieve their goals learning. Whereas they have a partial knowledge of their environment which can expose them on many trust issues and make them avoid interactions among their peers. To reduce this problem, it's strongly recommended designing a trust model which allows them to assess a level of trust of each other for choosing the most trusted peer who has a commitment to cooperate and offering a certain service or competence. In this work we provide a comparative study of some relevant trust models belonging to two different ecosystems namely OSN and Social Internet of Thing (SIoT), in order to analyze their methods and techniques used on evaluating trust among entities. This study helps us achieve the following goals: i) better understanding these trust models and comprehending how to calculate trust among system nodes ii) identifying the mains components and ingredients required for an accurate and dynamic trust model. iii) Being able to define the set of parameters and criteria which have to be taken into account when developing the future trust model tailored to MOOCs platforms.read more
Citations
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Journal ArticleDOI
A hybrid trust management framework for a multi-service social IoT network
Nishit Narang,Subrat Kar +1 more
TL;DR: In this article, the authors proposed a hybrid trust management framework that makes use of Probabilistic Neighbourhood Overlap (P-NO), a method for estimating tie-strengths between nodes.
Proceedings ArticleDOI
Dynamic Peer Recommendation System based on Trust Model for sustainable social tutoring in MOOCs
Khadija Elghomary,Driss Bouzidi +1 more
TL;DR: The architecture of Dynamic Peer Recommendation System (DPRS) based on trust management system (TMS) is provided that represents an adaptation and inspiration of one of the major and recent works of dynamic SIoT trust models in order to adjust to the high level of dynamism and mobility of MOOCs.
Journal ArticleDOI
Design of a Smart MOOC Trust Model: Towards a Dynamic Peer Recommendation to Foster Collaboration and Learner's Engagement
TL;DR: A Machine Learning-based trust evaluation model that considers social and dynamic trust parameters to quantify entities' behaviors and can distinguish trustworthy and untrustworthy behaviors in MOOCs to recommend benign peers while blocking malicious ones to build a dynamic trust-based peer recommendation in the future phase is proposed.
Journal ArticleDOI
Trust Management in Social Internet of Things (SIoT): A Survey
TL;DR: To gain the benefits of an immutable, privacy-preserving approach, a future trust management system should utilize Blockchain technology to support non-repudiation and tracking of trust relationships.
Proceedings ArticleDOI
A Neighborhood Overlap Based Approach for Service Provider Prioritization in a Directed Social IoT Service Network
Nishit Narang,Subrat Kar +1 more
TL;DR: The use of Neighborhood Overlap for estimating tie-strengths and the consequent prioritization of service providers based on the estimated tie-strength is proposed and can be extended towards defining a trust framework for SIoT.
References
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Proceedings ArticleDOI
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A Abdul-Rahman,Stephen Hailes +1 more
TL;DR: In this article, a trust model that is grounded in real-world social trust characteristics, and based on a reputation mechanism, or word-of-mouth, is proposed for the virtual medium.
Dissertation
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