{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T17:17:24Z","timestamp":1780593444517,"version":"3.54.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2021,9]]},"DOI":"10.1007\/s00500-021-05910-2","type":"journal-article","created":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T11:02:45Z","timestamp":1625137365000},"page":"12275-12289","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["Attribute-based data fusion for designing a rational trust model for improving the service reliability of internet of things assisted applications in smart cities"],"prefix":"10.1007","volume":"25","author":[{"given":"S.","family":"Baskar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajalakshmi","family":"Selvaraj","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Venu Madhav","family":"Kuthadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"P. Mohamed","family":"Shakeel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,7,1]]},"reference":[{"key":"5910_CR1","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1016\/j.comcom.2019.11.030","volume":"150","author":"F Alqahtani","year":"2020","unstructured":"Alqahtani F, Al-Makhadmeh Z, Tolba A, Said O (2020) TBM: a trust-based monitoring security scheme to improve the service authentication in the internet of things communications. Comput Commun 150:216\u2013225","journal-title":"Comput Commun"},{"issue":"7","key":"5910_CR2","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1007\/s00607-018-0685-7","volume":"101","author":"MD Alshehri","year":"2018","unstructured":"Alshehri MD, Hussain FK (2018) A fuzzy security protocol for trust management in the internet of things (Fuzzy-IoT). Computing 101(7):791\u2013818","journal-title":"Computing"},{"key":"5910_CR3","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1016\/j.comcom.2020.01.011","volume":"151","author":"M Amoon","year":"2020","unstructured":"Amoon M, Altameem T, Altameem A (2020) RRAC: role based reputed access control method for mitigating malicious impact in intelligent IoT platforms. Comput Commun 151:238\u2013246","journal-title":"Comput Commun"},{"key":"5910_CR4","doi-asserted-by":"publisher","first-page":"52191","DOI":"10.1109\/ACCESS.2019.2912469","volume":"7","author":"KA Awan","year":"2019","unstructured":"Awan KA, Din IU, Zareei M, Talha M, Guizani M, Jadoon SU (2019) HoliTrust-a holistic cross-domain trust management mechanism for service-centric internet of things. IEEE Access 7:52191\u201352201","journal-title":"IEEE Access"},{"key":"5910_CR5","doi-asserted-by":"publisher","first-page":"1136","DOI":"10.1007\/s10922-020-09519-y","volume":"28","author":"S Boulkaboul","year":"2020","unstructured":"Boulkaboul S, Djenouri D (2020) DFIOT: data fusion for internet of things. J Netw Syst Manag 28:1136\u20131160","journal-title":"J Netw Syst Manag"},{"key":"5910_CR6","doi-asserted-by":"publisher","first-page":"101722","DOI":"10.1016\/j.cose.2020.101722","volume":"91","author":"PS Challagidad","year":"2020","unstructured":"Challagidad PS, Birje MN (2020) Multi-dimensional dynamic trust evaluation scheme for cloud environment. Comput Secur 91:101722","journal-title":"Comput Secur"},{"issue":"3","key":"5910_CR7","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1007\/s11036-018-1085-0","volume":"24","author":"H-C Chen","year":"2018","unstructured":"Chen H-C (2018) Collaboration IoT-based RBAC with trust evaluation algorithm model for massive IoT integrated application. Mob Netw Appl 24(3):839\u2013852","journal-title":"Mob Netw Appl"},{"key":"5910_CR8","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.inffus.2018.12.001","volume":"51","author":"W Ding","year":"2019","unstructured":"Ding W, Jing X, Yan Z, Yang LT (2019) A survey on data fusion in internet of things: towards secure and privacy-preserving fusion. Inf Fusion 51:129\u2013144","journal-title":"Inf Fusion"},{"key":"5910_CR9","doi-asserted-by":"publisher","first-page":"1323","DOI":"10.1007\/s11831-020-09417-1","volume":"28","author":"ME Fissaoui","year":"2020","unstructured":"Fissaoui ME, Beni-Hssane A, Ouhmad S, Makkaoui KE (2020) A survey on mobile agent itinerary planning for information fusion in wireless sensor networks. Arch Comput Methods Eng 28:1323\u20131334","journal-title":"Arch Comput Methods Eng"},{"key":"5910_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-020-00160-5","author":"P Gomathi","year":"2020","unstructured":"Gomathi P, Baskar S, Shakeel PM (2020) Concurrent service access and management framework for user-centric future internet of things in smart cities. Complex Intell Syst. https:\/\/doi.org\/10.1007\/s40747-020-00160-5","journal-title":"Complex Intell Syst"},{"key":"5910_CR11","doi-asserted-by":"publisher","first-page":"31622","DOI":"10.1109\/ACCESS.2020.2972968","volume":"8","author":"Y Hussain","year":"2020","unstructured":"Hussain Y, Zhiqiu H, Akbar MA, Alsanad A, Alsanad AA-A, Nawaz A, Khan IA, Khan ZU (2020) Context-aware trust and reputation model for fog-based IoT. IEEE Access 8:31622\u201331632","journal-title":"IEEE Access"},{"key":"5910_CR13","doi-asserted-by":"publisher","first-page":"107318","DOI":"10.1016\/j.comnet.2020.107318","volume":"178","author":"K Kalkan","year":"2020","unstructured":"Kalkan K, Rasmussen K (2020) TruSD: trust framework for service discovery among IoT devices. Comput Netw 178:107318","journal-title":"Comput Netw"},{"issue":"1","key":"5910_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-020-00663-6","volume":"10","author":"F Long","year":"2020","unstructured":"Long F, Ning N, Zhang Y, Song C, Zhou P, Wu B (2020) Mining latent academic, social relationships by network fusion of multi-type data. Soc Netw Anal Min 10(1):1\u201316","journal-title":"Soc Netw Anal Min"},{"issue":"9","key":"5910_CR16","doi-asserted-by":"publisher","first-page":"7081","DOI":"10.1007\/s11227-019-03137-5","volume":"76","author":"K Mabodi","year":"2020","unstructured":"Mabodi K, Yusefi M, Zandiyan S, Irankhah L, Fotohi R (2020) Multi-level trust-based intelligence schema for securing of internet of things (IoT) against security threats using cryptographic authentication. J Supercomput 76(9):7081\u20137106","journal-title":"J Supercomput"},{"key":"5910_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s12083-019-00800-9","volume":"13","author":"SK Mydhili","year":"2019","unstructured":"Mydhili SK, Periyanayagi S, Baskar S, Shakeel PM, Hariharan PR (2019) Machine learning based multi scale parallel K-means++ clustering for cloud assisted internet of things. Peer-to-Peer Netw Appl 13:1\u201313. https:\/\/doi.org\/10.1007\/s12083-019-00800-9","journal-title":"Peer-to-Peer Netw Appl"},{"key":"5910_CR18","doi-asserted-by":"publisher","first-page":"119961","DOI":"10.1109\/ACCESS.2020.3005541","volume":"8","author":"B Shala","year":"2020","unstructured":"Shala B, Trick U, Lehmann A, Ghita B, Shiaeles S (2020) Blockchain and trust for secure, end-user-based and decentralized IoT service provision. IEEE Access 8:119961\u2013119979","journal-title":"IEEE Access"},{"key":"5910_CR19","doi-asserted-by":"publisher","first-page":"e3815","DOI":"10.1002\/ett.3815","volume":"31","author":"PF Sheron","year":"2019","unstructured":"Sheron PF, Sridhar KP, Baskar S, Shakeel PM (2019) A decentralized scalable security framework for end-to-end authentication of future IoT communication. Trans Emerg Telecommun Technol 31:e3815. https:\/\/doi.org\/10.1002\/ett.3815","journal-title":"Trans Emerg Telecommun Technol"},{"key":"5910_CR20","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.jpdc.2019.08.013","volume":"134","author":"N Tariq","year":"2019","unstructured":"Tariq N, Asim M, Maamar Z, Farooqi MZ, Faci N, Baker T (2019) A mobile code-driven trust mechanism for detecting internal attacks in sensor node-powered IoT. J Parallel Distrib Comput 134:198\u2013206","journal-title":"J Parallel Distrib Comput"},{"key":"5910_CR21","doi-asserted-by":"publisher","first-page":"2359","DOI":"10.1007\/s11036-020-01613-4","volume":"25","author":"Q Tian","year":"2020","unstructured":"Tian Q, Jia J, Hou C (2020) Research on fingerprint identification of wireless devices based on information fusion. Mob Netw Appl 25:2359\u20132366","journal-title":"Mob Netw Appl"},{"key":"5910_CR22","doi-asserted-by":"publisher","unstructured":"Tournier J, Lesueur F, Mou\u00ebl FL, Guyon L, Ben-Hassine H (2020) A survey of IoT protocols and their security issues through the lens of a generic IoT stack. Internet Things 100264. https:\/\/doi.org\/10.1016\/j.iot.2020.100264","DOI":"10.1016\/j.iot.2020.100264"},{"issue":"10","key":"5910_CR23","doi-asserted-by":"publisher","first-page":"2705","DOI":"10.1109\/TIFS.2019.2903659","volume":"14","author":"NB Truong","year":"2019","unstructured":"Truong NB, Lee GM, Um T-W, Mackay M (2019) Trust evaluation mechanism for user recruitment in mobile crowd-sensing in the internet of things. IEEE Trans Inf Forensics Secur 14(10):2705\u20132719","journal-title":"IEEE Trans Inf Forensics Secur"},{"issue":"3\u20134","key":"5910_CR24","first-page":"993","volume":"107","author":"C Wang","year":"2019","unstructured":"Wang C (2019) IoT anomaly detection method in intelligent manufacturing industry based on trusted evaluation. Int J Adv Manuf Technol 107(3\u20134):993\u20131005","journal-title":"Int J Adv Manuf Technol"},{"key":"5910_CR25","doi-asserted-by":"publisher","first-page":"46373","DOI":"10.1109\/ACCESS.2020.2979022","volume":"8","author":"B Wang","year":"2020","unstructured":"Wang B, Li M, Jin X, Guo C (2020) A reliable IoT edge computing trust management mechanism for smart cities. IEEE Access 8:46373\u201346399","journal-title":"IEEE Access"},{"issue":"6","key":"5910_CR26","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1109\/TCSS.2019.2913165","volume":"6","author":"LD Xu","year":"2019","unstructured":"Xu LD, Viriyasitavat W (2019) Application of blockchain in collaborative internet-of-things services. IEEE Trans Comput Soc Syst 6(6):1295\u20131305","journal-title":"IEEE Trans Comput Soc Syst"},{"issue":"3","key":"5910_CR27","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1007\/s10844-019-00569-6","volume":"54","author":"J Xu","year":"2019","unstructured":"Xu J, Zadorozhny V, Grant J (2019) IncompFuse: a logical framework for historical information fusion with inaccurate data sources. J Intell Inf Syst 54(3):463\u2013481","journal-title":"J Intell Inf Syst"},{"issue":"5","key":"5910_CR28","doi-asserted-by":"publisher","first-page":"4084","DOI":"10.1109\/JIOT.2019.2959124","volume":"7","author":"X Xu","year":"2020","unstructured":"Xu X, Liu X, Xu Z, Dai F, Zhang X, Qi L (2020) Trust-oriented IoT service placement for smart cities in edge computing. IEEE Internet Things J 7(5):4084\u20134091","journal-title":"IEEE Internet Things J"},{"key":"5910_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jpdc.2020.04.004","volume":"143","author":"J Zhang","year":"2020","unstructured":"Zhang J, Wang Z, Shang L, Lu D, Ma J (2020) BTNC: a blockchain-based trusted network connection protocol in IoT. J Parallel Distrib Comput 143:1\u201316","journal-title":"J Parallel Distrib Comput"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-021-05910-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-021-05910-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-021-05910-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,17]],"date-time":"2021-08-17T11:16:02Z","timestamp":1629198962000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-021-05910-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,1]]},"references-count":27,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2021,9]]}},"alternative-id":["5910"],"URL":"https:\/\/doi.org\/10.1007\/s00500-021-05910-2","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7,1]]},"assertion":[{"value":"24 May 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 July 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}