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With the mixed parameters <jats:italic>\u03bc<\/jats:italic> increase in network complexity, community detection algorithms need to be improved. Based on previous work, the paper designs a novel algorithm from the perspective of node betweenness properties and gives the detailed steps of the algorithm and simulation results. We compare the proposed algorithm with a series of typical algorithms through experiments on synthetic and actual networks. Experimental results on artificial and real networks demonstrate the effectiveness and superiority of our algorithm.<\/jats:p>","DOI":"10.1155\/2021\/9986895","type":"journal-article","created":{"date-parts":[[2021,7,23]],"date-time":"2021-07-23T23:35:32Z","timestamp":1627083332000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Community Detection by Node Betweenness and Similarity in Complex Network"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1877-8622","authenticated-orcid":false,"given":"Chong","family":"Feng","sequence":"first","affiliation":[]},{"given":"Jianxu","family":"Ye","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0330-8284","authenticated-orcid":false,"given":"Jianlu","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Hui Lin","family":"Yuan","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,7,23]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.31424\/icses.iitcib.2018.v2.n1"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/aae02b"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2016.2563425"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1103\/physrevlett.109.128702"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2017.2696998"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.91.029901"},{"key":"e_1_2_9_7_2","first-page":"1715","article-title":"Measure of hazardous materials transportation network invulnerability based on complex network","volume":"45","author":"Chong P.","year":"2014","journal-title":"Journal of Central South University"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/aaf775"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/tetci.2018.2829906"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2679038"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.13334\/j.0258-8013.pcsee.2015.07.003"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.06.030"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2009.11.002"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1080\/0022250x.2001.9990249"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.07.011"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.76.036106"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.69.066133"},{"key":"e_1_2_9_18_2","doi-asserted-by":"crossref","unstructured":"McsherryF. 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