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A valuable number of approaches have been developed and deployed in these areas where just a few have used centrality measures along with their concerning deficiencies and limitations in their studies. Therefore, to resolve these challenging issues, we propose a novel effective distance\u2010based centrality (EDBC) algorithm for the identification of influential nodes in concerning networks. EDBC algorithm comprises factors such as the power of K\u2010shell, degree nodes, effective distance, and numerous levels of neighbor\u2019s influence or neighborhood potential. The performance of the proposed algorithm is evaluated on nine real\u2010world networks, where a susceptible infected recovered (SIR) epidemic model is employed to examine the spreading dynamics of each node. Simulation results demonstrate that the proposed algorithm outperforms the existing techniques such as eigenvector, betweenness, closeness centralities, hyperlink\u2010induced topic search, H\u2010index, K\u2010shell, page rank, profit leader, and gravity over a valuable margin.<\/jats:p>","DOI":"10.1155\/2021\/8403738","type":"journal-article","created":{"date-parts":[[2021,2,10]],"date-time":"2021-02-10T02:04:51Z","timestamp":1612922691000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":36,"title":["Identification of Influential Nodes via Effective Distance\u2010based Centrality Mechanism in Complex Networks"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3999-4917","authenticated-orcid":false,"given":"Aman","family":"Ullah","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8815-7533","authenticated-orcid":false,"given":"Bin","family":"wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6533-7822","authenticated-orcid":false,"given":"Jinfang","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0163-0007","authenticated-orcid":false,"given":"Jun","family":"Long","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4942-9583","authenticated-orcid":false,"given":"Nasrullah","family":"Khan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2021,2,9]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2020.109637"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/5903798"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2939804"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.122481"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2016.11.008"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.1173644"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/12\/11\/113043"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.1089072"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.298.5594.824"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2017.05.028"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2016.02.049"},{"key":"e_1_2_9_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.06.032"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2015.04.035"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2015.03.016"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.5030894"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/bf02289527"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.1080\/0022250X.1972.9989806"},{"key":"e_1_2_9_18_2","doi-asserted-by":"publisher","DOI":"10.2307\/3033543"},{"key":"e_1_2_9_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84996-396-1_2"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.64.016132"},{"key":"e_1_2_9_21_2","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.71.056103"},{"key":"e_1_2_9_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2012.10.007"},{"key":"e_1_2_9_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2016.05.004"},{"key":"e_1_2_9_24_2","doi-asserted-by":"publisher","DOI":"10.1038\/nphys1746"},{"key":"e_1_2_9_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/324133.324140"},{"key":"e_1_2_9_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physleta.2019.01.041"},{"key":"e_1_2_9_27_2","doi-asserted-by":"publisher","DOI":"10.1038\/nphys1746"},{"key":"e_1_2_9_28_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.80.036105"},{"key":"e_1_2_9_29_2","article-title":"K-core decomposition of internet graphs: hierarchies, self-similarity and measurement biases","volume":"3","author":"Alvarez-Hamelin B. 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