A scheme of access service recommendation for the Social Internet of Things

Abstract

The rapid increase in the complexity and the extent of personalization of services in the Internet of Things (IoT) has led to a greater demand for frequent collaboration among heterogeneous devices. Moreover, with the inseparable relations between human and devices, the paradigm of Social IoT (SIoT) is gaining popularity in recent years. How to effectively facilitate the access to quality services and credible devices in largescale networks via defining, establishing, and managing social architectures among things has become a critical issue. In this paper, a scheme of access service recommendation for the SIoT is presented with the understanding of inherent constraints and factors that influence the security and stability of IoT networks. In which, timeliness properties are considered in each transaction for dynamic performance enhancements. With the benefits of promoting service discovery and composition, social relationships among things are introduced in the proposed scheme. An energy-aware mechanism is also utilized as a restrictive factor in trustworthiness evaluation. Finally, the recommendation is based not only on the past performance but also on the social relationship and the energy status of nodes. Simulation experiments demonstrate the effectiveness and benefits of our scheme from three aspects including rating accuracy, dynamic behavior, and network stability.where the weight parameter γ ∈[0, 1]. According to (9), the judgment of a given node u's energy status is based on its remaining energy RE(v,t) and the energy consumption rate, which is reflected by 699 A SCHEME OF ACCESS SERVICE RECOMMENDATION FOR THE SIOT

Trust Management in Social Internet of Things: A Survey

“…Distributed hash table are used for enhancing resiliency and scalability. [7] an access service recommendation scheme for efficient service composition and malicious attacks resistance in SIoT environments is proposed. To address issues in trustworthiness evaluation of SIoT services/devices including vulnerability, dynamic behavior, and resource restriction, they present a recommendation metric which integrated the timeliness properties of transactions and the social relationships between devices into the evaluation of access service in dynamic environment.…”

Towards Trust and Friendliness Approaches in the Social Internet of Things

“…Link selection and service search are the backbone of social networks. Numerous researchers presented their work [49], and people are still working on this idea to make more greedy methods for the selection of links. There are many heuristic-based algorithms that have already been proposed [14].…”

“…In a P2P overlay network, two types of model normally exist, including subjective-and objective-based trust models [49]. The P2P systems discussed by Sawamura, Aikebaier [49] are comprised of peer processes. Moreover, during communications, each peer can by itself obtain information regarding objects.…”

“…Subjective-based trust is achieved by using direct connections among peers Sawamura, Aikebaier [49]. The focus of the study by Sawamura et al was to explain the confidence of each peer that can be measured in the duration of communications, their frequency, and their differences.…”

A Middleware Based Architecture for the Industrial Internet of Things

“…Others research papers are oriented towards specific applications, such as those presented in [15] [16]. There are also projects focusing on security issues 0 or even on the development of relationship between objects similar to human interaction [17] [18].…”