{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,8,3]],"date-time":"2022-08-03T05:10:56Z","timestamp":1659503456073},"reference-count":0,"publisher":"International Academy Publishing (IAP)","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JSW"],"abstract":"<jats:p>The outbreak of COVID-19 in December 2019 sent tens of thousands of people into panic; For sudden outbreak, due to the variability and immune virus, in view of the research and development will be to contain virus vaccine, so the country should not only possess strong vaccine research and development team and scientific research ability, and more need a kind of epidemic development simulation platform, the simulationof the real effective epidemic trends, provide high quality data for prevention and research department reference value; In this paper, the minimum deviation is sought through Logistics prediction model to improve the reliability and authenticity of epidemic simulation and prediction data. Real-time communication is completed by combining big data technology Spark training model and Kafka, and the simple and intuitive H5 realistic visual interface is adopted.<\/jats:p>","DOI":"10.17706\/jsw.17.5.182-191","type":"journal-article","created":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T07:36:50Z","timestamp":1659425810000},"page":"182-191","source":"Crossref","is-referenced-by-count":0,"title":["Design and Implementation of Logistics Model 2019-NCOV Epidemic Development Simulation System in the Context of Big Data"],"prefix":"10.17706","author":[{"given":"Dong-Xu","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Qin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wan-Sheng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiu-Ru","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu-Lu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying-Ming","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dan-Dan","family":"Zuo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi-Ran","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7163","published-online":{"date-parts":[[2022,9]]},"container-title":["Journal of Software"],"original-title":[],"link":[{"URL":"http:\/\/www.jsoftware.us\/vol17\/469-JSW15510.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T07:36:51Z","timestamp":1659425811000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.jsoftware.us\/index.php?m=content&c=index&a=show&catid=237&id=3083"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9]]},"references-count":0,"URL":"https:\/\/doi.org\/10.17706\/jsw.17.5.182-191","relation":{},"ISSN":["1796-217X"],"issn-type":[{"value":"1796-217X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9]]}}}