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First of all, the framework adopts the national certification center to supervise the logistics service platform and logistics service platform to supervise the logistics participants of the secondary supervision system. Then, functions such as swarm intelligence contract, legal anonymous identity authentication, intelligent transaction matching, abnormal data analysis and detection, privacy protection, and traceability are realized under the framework of the supervision system. Then, the security analysis and transaction supervision component software are used to verify the security, control, and operating efficiency of the transaction supervision framework. Finally, in a real crowd sourcing logistics enterprise platform to run on the software component, the actual measurement, the measured results show that the proposed cross\u2010border supervision system is safe and controllable, and electronic business logistics protects users and data privacy, prevents forgery and fraud, and realizes the user behavior and user data in addition to auditability and traceability.<\/jats:p>","DOI":"10.1155\/2021\/4582838","type":"journal-article","created":{"date-parts":[[2021,5,28]],"date-time":"2021-05-28T00:31:33Z","timestamp":1622161893000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":32,"title":["Optimization of Cross\u2010Border e\u2010Commerce Logistics Supervision System Based on Internet of Things Technology"],"prefix":"10.1155","volume":"2021","author":[{"given":"Pingping","family":"Sun","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9316-3030","authenticated-orcid":false,"given":"Lingang","family":"Gu","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,5,27]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2019.102059"},{"key":"e_1_2_9_2_2","doi-asserted-by":"crossref","unstructured":"LaiJ. 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Research on the development of cross-border E-commerce in port cities-A case of Manzhouli city Proceedings of the Fourth International Forum on Decision Sciences February 2017 Beijing China 589\u2013596 https:\/\/doi.org\/10.1007\/978-981-10-2920-2_49.","DOI":"10.1007\/978-981-10-2920-2_49"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2018.2849509"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3445788"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6646398"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.3390\/su11102777"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10660-019-09338-7"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1504\/ijmc.2016.079302"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1504\/ijstm.2020.107439"},{"key":"e_1_2_9_15_2","first-page":"1785","article-title":"Innovation research of cross border E-commerce shopping guide platform based on big data and artificial intelligence","author":"Li J.","year":"2018","journal-title":"Frontier Computing"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2020.101962"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.2991\/icmcs-18.2018.102"},{"key":"e_1_2_9_18_2","doi-asserted-by":"crossref","unstructured":"JiangshengS. The coordinated development of cross border E-commerce and cross border logistics Proceedings of the 2018 International Conference on Internet and e-Business June 2018 Heraklion Greece 16\u201318.","DOI":"10.1145\/3230348.3230407"},{"key":"e_1_2_9_19_2","first-page":"1","article-title":"Smart E-commerce logistics construction model based on big data analytics","volume":"1","author":"Guan S.","year":"2019","journal-title":"Journal of Intelligent & Fuzzy Systems (Preprint)"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.2991\/meici-18.2018.186"},{"key":"e_1_2_9_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2019.2938462"},{"key":"e_1_2_9_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3049543"},{"key":"e_1_2_9_23_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3023788"},{"key":"e_1_2_9_24_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8889148"},{"key":"e_1_2_9_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107275"},{"key":"e_1_2_9_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2021.106055"},{"key":"e_1_2_9_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/mnet.011.2000250"},{"key":"e_1_2_9_28_2","doi-asserted-by":"publisher","DOI":"10.4236\/ajibm.2019.99118"},{"key":"e_1_2_9_29_2","first-page":"72","article-title":"Adoption of software testing in internet of things: a systematic literature mapping","volume":"61","author":"Yang C. 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