{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T11:33:17Z","timestamp":1778067197666,"version":"3.51.4"},"reference-count":45,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T00:00:00Z","timestamp":1741046400000},"content-version":"vor","delay-in-days":62,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100009377","name":"Education Department of Hunan Province","doi-asserted-by":"publisher","award":["24C1021"],"award-info":[{"award-number":["24C1021"]}],"id":[{"id":"10.13039\/100009377","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2025,1]]},"abstract":"<jats:p>The Complex Social Internet of Things (CSIoT) integrates the connectivity of IoT with the relational dynamics of complex social networks, creating systems where devices autonomously form and manage relationships. The centrality measures specify the topological characteristics of each node in terms of local and global information of the node in the network. The detection of effective devices in disseminating information across CSIoT networks is critical for optimizing communication, improving network performance, and ensuring efficient resource utilization. In this paper, temporal centrality measures are used to identify influential devices in information dissemination. For this purpose, first, the centrality measures for SIoT network devices have been redefined, and then, using the SIR model, each of the measures has been evaluated in terms of the success rate in identifying effective devices in information dissemination. The results have shown that in SIoT networks that have a high clustering coefficient, the centrality measures of closeness and betweenness have a better performance in identifying influential devices that are effective in spreading information. Also, for networks that have a high degree of heterogeneity, the device coreness centrality and device Katz centrality measures perform better than other measures. Finally, the results show that mobile devices play a more important role in disseminating information than static devices.<\/jats:p>","DOI":"10.1155\/cplx\/2919169","type":"journal-article","created":{"date-parts":[[2025,3,11]],"date-time":"2025-03-11T17:04:54Z","timestamp":1741712694000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Detection of Effective Devices in Information Dissemination on the Complex Social Internet of Things Networks Based on Device Centrality Measures"],"prefix":"10.1155","volume":"2025","author":[{"given":"Wei","family":"Deng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9082-419X","authenticated-orcid":false,"given":"Junqi","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4005-3057","authenticated-orcid":false,"given":"Peyman","family":"Arebi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2025,3,4]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3906"},{"key":"e_1_2_10_2_2","doi-asserted-by":"crossref","unstructured":"MekalaV. TamilsehanK. S. VinodV. M.et al. Internet of Things Based Innovative and Cost-Effective Smart Sericulture Farm Incubator 2021 5th International Conference on Electronics Communication and Aerospace Technology (ICECA) December 2021 Coimbatore India 167\u2013171.","DOI":"10.1109\/ICECA52323.2021.9675898"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2012.07.010"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-5655-2_28"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-024-01376-w"},{"key":"e_1_2_10_6_2","first-page":"39","volume-title":"Analyzing Privacy and Security Difficulties in Social Media: New Challenges and Solutions","author":"Selvakumar P.","year":"2025"},{"key":"e_1_2_10_7_2","doi-asserted-by":"crossref","unstructured":"FarhadiB. AsghariP. MahdipourE. andJavadiH. H. S. A Systematic Review on Recommendation-Based Link Selection Strategy in the Social Internet of Things Network 2023 7th International Conference on Internet of Things and Applications (IoT) October 2023 Isfahan Iran 1\u20136.","DOI":"10.1109\/IoT60973.2023.10365362"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-021-03898-y"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-020-00254-6"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118886"},{"key":"e_1_2_10_11_2","article-title":"Improving the Efficiency of Network Controllability Processes on Temporal Networks","volume":"32","author":"Li F.","year":"2024","journal-title":"Journal of King Saud University-Computer and Information Sciences"},{"key":"e_1_2_10_12_2","first-page":"1","article-title":"An Effective Approach Based on Temporal Centrality Measures for Improving Temporal Network Controllability","volume":"13","author":"Arebi P.","year":"2022","journal-title":"Cybernetics & Systems"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.3390\/fi13010004"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.1080\/23249935.2016.1209254"},{"key":"e_1_2_10_15_2","article-title":"An Agent-Based Day-To-Day Traffic Evolution Model Using Percolation Theory","volume":"13","author":"Shang W.","year":"2016","journal-title":"Transportmetrica: Transportation Science"},{"key":"e_1_2_10_16_2","article-title":"Ranking Influential Nodes in Complex Networks With Information Entropy Method","volume":"2020","author":"Zhao N.","year":"2020","journal-title":"Complexity"},{"key":"e_1_2_10_17_2","doi-asserted-by":"publisher","DOI":"10.3390\/e22020242"},{"key":"e_1_2_10_18_2","doi-asserted-by":"publisher","DOI":"10.1140\/epjp\/s13360-024-05538-9"},{"key":"e_1_2_10_19_2","doi-asserted-by":"crossref","unstructured":"LiuW. ShenQ. andLiC. A New Influence Maximization Algorithm Based on GC-Centrality Fourth International Conference on Advanced Algorithms and Neural Networks (AANN 2024) August 2024 Qingdao China 158\u2013162.","DOI":"10.1117\/12.3049605"},{"key":"e_1_2_10_20_2","doi-asserted-by":"publisher","DOI":"10.1089\/big.2023.0042"},{"key":"e_1_2_10_21_2","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-024-01666-y"},{"key":"e_1_2_10_22_2","article-title":"BO-CBoost: A Machine Learning Based Framework for Predicting the Influence Potential of Nodes in Complex Networks","volume":"20","author":"Singhal M.","year":"2024","journal-title":"International Journal of Performability Engineering"},{"key":"e_1_2_10_23_2","doi-asserted-by":"publisher","DOI":"10.3390\/e26110955"},{"key":"e_1_2_10_24_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.01.078"},{"key":"e_1_2_10_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.02.059"},{"key":"e_1_2_10_26_2","first-page":"1","article-title":"Three-Level Scoring Based on Community and Decomposition Structures to Identify Influential Spreaders in a Social Network","volume":"42","author":"Mohapatra D.","year":"2024","journal-title":"International Journal of Data Science and Analytics"},{"key":"e_1_2_10_27_2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0240052"},{"key":"e_1_2_10_28_2","article-title":"A Homophilic and Dynamic Influence Maximization Strategy Based on Independent Cascade Model in Social Networks","volume":"12","author":"Wang G.","year":"2025","journal-title":"Frontiers in Physiology"},{"key":"e_1_2_10_29_2","article-title":"Online Dynamic Influence Maximization Based on Deep Reinforcement Learning","volume":"8","author":"Song N.","year":"2024","journal-title":"Neurocomputing"},{"key":"e_1_2_10_30_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.trd.2024.104069"},{"key":"e_1_2_10_31_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6025821"},{"key":"e_1_2_10_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3159503"},{"key":"e_1_2_10_33_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2023.121859"},{"key":"e_1_2_10_34_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.01.097"},{"key":"e_1_2_10_35_2","article-title":"Isolating Coefficient Based Framework to Recognize Influential Nodes in Complex Networks","volume":"85","author":"Mohammad B. B.","year":"2024","journal-title":"IEEE Access"},{"key":"e_1_2_10_36_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2024.115843"},{"key":"e_1_2_10_37_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-65854-9_13"},{"key":"e_1_2_10_38_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2020.109637"},{"key":"e_1_2_10_39_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105580"},{"key":"e_1_2_10_40_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.01.053"},{"key":"e_1_2_10_41_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107198"},{"key":"e_1_2_10_42_2","article-title":"The Collaborative Role of K-Shell and PageRank for Identifying Influential Nodes in Complex Networks","volume":"9","author":"Esfandiari S.","year":"2024","journal-title":"Physica A: Statistical Mechanics and Its Applications"},{"key":"e_1_2_10_43_2","unstructured":"ClaudioM. AtzoriL. andNittiM. A Dataset for Performance Analysis of the Social Internet of Things IEEE 29th Annual International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) September 2018 Bologna Italy 9\u201312."},{"key":"e_1_2_10_44_2","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198545996.001.0001"},{"key":"e_1_2_10_45_2","doi-asserted-by":"crossref","unstructured":"ZouzouM. C. ShahawyM. BenkhelifaE. andKholidyH. SIoTSim: Simulator for Social Internet of Things 2023 10th International Conference on Internet of Things: Systems Management and Security (IOTSMS) October 2023 San Antonio TX 149\u2013155.","DOI":"10.1109\/IOTSMS59855.2023.10325812"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/cplx\/2919169","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1155\/cplx\/2919169","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/cplx\/2919169","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T03:46:37Z","timestamp":1773027997000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/cplx\/2919169"}},"subtitle":[],"editor":[{"given":"Wen-Long","family":"Shang","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":45,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,1]]}},"alternative-id":["10.1155\/cplx\/2919169"],"URL":"https:\/\/doi.org\/10.1155\/cplx\/2919169","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"value":"1076-2787","type":"print"},{"value":"1099-0526","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]},"assertion":[{"value":"2024-08-20","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-02-11","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-03-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2919169"}}