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This paper improves the classical rumor spreading models with self\u2010purification mechanism, analyzes the correlation between spreading threshold in the model and its self\u2010purification level theoretically, and conducts numerical simulations to study the impact of the changes of model parameters on key indicators in the process of rumor spreading. The simulation results show that changes of model parameters, including self\u2010purification level and forgetting rate, exert significant influences on rumor spreading exactly.<\/jats:p>","DOI":"10.1155\/2021\/6685306","type":"journal-article","created":{"date-parts":[[2021,2,4]],"date-time":"2021-02-04T02:38:36Z","timestamp":1612406316000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["On ISRC Rumor Spreading Model for Scale\u2010Free Networks with Self\u2010Purification Mechanism"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7152-2530","authenticated-orcid":false,"given":"Zijun","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9448-7910","authenticated-orcid":false,"given":"An","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,2,3]]},"reference":[{"key":"e_1_2_8_1_2","doi-asserted-by":"publisher","DOI":"10.1080\/02732170701534200"},{"key":"e_1_2_8_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69355-0_16"},{"key":"e_1_2_8_3_2","doi-asserted-by":"publisher","DOI":"10.1086\/265665"},{"volume-title":"The Psychology of Rumor","year":"1947","author":"Allport G. 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