Interest-based trust management scheme for social internet of things

被引:23
作者
Talbi, Said [1 ]
Bouabdallah, Abdelmadjid [2 ]
机构
[1] Univ Mouloud Mammeri Tizi Ouzou, LARI, Tizi Ouzou 15000, Algeria
[2] Univ Technol Compiegne, Sorbonne Univ, CNRS, Heudiasyc UMR 7253, CS 60 319, F-60203 Compiegne, France
关键词
Internet of things; Social networking; Trust management; MODEL; IOT;
D O I
10.1007/s12652-019-01256-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The integration of social ties between IoT's devices has facilitated the emergence of new paradigm named the Social Internet of Things SIoT. In this paradigm, social relationships can be established in autonomous way by objects creating virtual communities with shared interests. To facilitate the location of the desired interests and enhance the cooperation between SIoT's devices, the trust systems have been proven to be an effective solution in such interconnected environment. In this paper, we propose an interest-based trust management scheme for SIoT. This scheme assesses the trust of SIoT's devices according to the interest preferences of the trustor (i.e., assessor object). Moreover, it introduces a new recommendation system based on the similarity in terms of interest preferences between the trustor and the recommender (i.e., provides recommendation about the assessed object) to enhance the location of the desired services. Simulation results validate the convergence of the proposed trust mechanism, and show its gain in terms of transaction success rate.
引用
收藏
页码:1129 / 1140
页数:12
相关论文
共 33 条
  • [1] AlFarraj O., 2018, J AMB INTEL HUM COMP, P1, DOI [10.1007/s12652-018-0885-1, DOI 10.1007/S12652-018-0885-1]
  • [2] The Social Internet of Things (SIoT) - When social networks meet the Internet of Things: Concept, architecture and network characterization
    Atzori, Luigi
    Iera, Antonio
    Morabito, Giacomo
    Nitti, Michele
    [J]. COMPUTER NETWORKS, 2012, 56 (16) : 3594 - 3608
  • [3] SIoT: Giving a Social Structure to the Internet of Things
    Atzori, Luigi
    Iera, Antonio
    Morabito, Giacomo
    [J]. IEEE COMMUNICATIONS LETTERS, 2011, 15 (11) : 1193 - 1195
  • [4] The Internet of Things: A survey
    Atzori, Luigi
    Iera, Antonio
    Morabito, Giacomo
    [J]. COMPUTER NETWORKS, 2010, 54 (15) : 2787 - 2805
  • [5] Trust management system designs for the Internet of Things: A context-aware and multi-service approach
    Ben Saied, Yosra
    Olivereau, Alexis
    Zeghlache, Djamal
    Laurent, Maryline
    [J]. COMPUTERS & SECURITY, 2013, 39 : 351 - 365
  • [6] TRM-IoT: A Trust Management Model Based on Fuzzy Reputation for Internet of Things
    Chen, Dong
    Chang, Guiran
    Sun, Dawei
    Li, Jiajia
    Jia, Jie
    Wang, Xingwei
    [J]. COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2011, 8 (04) : 1207 - 1228
  • [7] Trust-Based Service Management for Social Internet of Things Systems
    Chen, Ing-Ray
    Bao, Fenye
    Guo, Jia
    [J]. IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2016, 13 (06) : 684 - 696
  • [8] Trust Management for SOA-Based IoT and Its Application to Service Composition
    Chen, Ing-Ray
    Guo, Jia
    Bao, Fenye
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2016, 9 (03) : 482 - 495
  • [9] Trust architecture and reputation evaluation for internet of things
    Chen, Juan
    Tian, Zhihong
    Cui, Xiang
    Yin, Lihua
    Wang, Xianzhi
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (08) : 3099 - 3107
  • [10] Reputation-based framework for high integrity sensor networks
    Ganeriwal, Saurabh
    Balzano, Laura K.
    Srivastava, Mani B.
    [J]. ACM TRANSACTIONS ON SENSOR NETWORKS, 2008, 4 (03)