{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,3]],"date-time":"2025-10-03T12:49:12Z","timestamp":1759495752920,"version":"3.40.3"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030653460"},{"type":"electronic","value":"9783030653477"}],"license":[{"start":{"date-parts":[[2020,12,20]],"date-time":"2020-12-20T00:00:00Z","timestamp":1608422400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,12,20]],"date-time":"2020-12-20T00:00:00Z","timestamp":1608422400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-65347-7_18","type":"book-chapter","created":{"date-parts":[[2020,12,19]],"date-time":"2020-12-19T07:03:42Z","timestamp":1608361422000},"page":"211-222","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Investigating Centrality Measures in Social Networks with Community Structure"],"prefix":"10.1007","author":[{"given":"Stephany","family":"Rajeh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marinette","family":"Savonnet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Leclercq","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hocine","family":"Cherifi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,12,20]]},"reference":[{"issue":"5","key":"18_CR1","first-page":"665","volume":"5","author":"M Jalili","year":"2017","unstructured":"Jalili, M., Perc, M.: Information cascades in complex networks. J. Complex Netw. 5(5), 665\u2013693 (2017)","journal-title":"J. Complex Netw."},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Wang, Z., Moreno, Y., Boccaletti, S., Perc, M.: Vaccination and epidemics in networked populations\u2014an introduction (2017)","DOI":"10.1016\/j.chaos.2017.06.004"},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Azzimonti, M., Fernandes, M.: Social media networks, fake news, and polarization. Technical report, National Bureau of Economic Research (2018)","DOI":"10.3386\/w24462"},{"key":"18_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physrep.2016.06.007","volume":"650","author":"L L\u00fc","year":"2016","unstructured":"L\u00fc, L., Chen, D., Ren, X.-L., Zhang, Q.-M., Zhang, Y.-C., Zhou, T.: Vital nodes identification in complex networks. Phys. Rep. 650, 1\u201363 (2016)","journal-title":"Phys. Rep."},{"issue":"1","key":"18_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-018-33336-8","volume":"8","author":"C Sciarra","year":"2018","unstructured":"Sciarra, C., Chiarotti, G., Laio, F., Ridolfi, L.: A change of perspective in network centrality. Sci. Rep. 8(1), 1\u20139 (2018)","journal-title":"Sci. Rep."},{"issue":"7","key":"18_CR6","doi-asserted-by":"publisher","first-page":"073407","DOI":"10.1088\/1742-5468\/aace08","volume":"2018","author":"A Ibnoulouafi","year":"2018","unstructured":"Ibnoulouafi, A., El Haziti, M., Cherifi, H.: M-centrality: identifying key nodes based on global position and local degree variation. J. Stat. Mech: Theory Exp. 2018(7), 073407 (2018)","journal-title":"J. Stat. Mech: Theory Exp."},{"issue":"12","key":"18_CR7","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. 99(12), 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"18_CR8","doi-asserted-by":"crossref","unstructured":"Jebabli, M., Cherifi, H., Cherifi, C., Hamouda, A.: User and group networks on Youtube: a comparative analysis. In: 2015 IEEE\/ACS 12th International Conference of Computer Systems and Applications (AICCSA), pp. 1\u20138. IEEE (2015)","DOI":"10.1109\/AICCSA.2015.7507126"},{"issue":"1","key":"18_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41109-019-0238-9","volume":"4","author":"H Cherifi","year":"2019","unstructured":"Cherifi, H., Palla, G., Szymanski, B.K., Lu, X.: On community structure in complex networks: challenges and opportunities. Appl. Netw. Sci. 4(1), 1\u201335 (2019)","journal-title":"Appl. Netw. Sci."},{"key":"18_CR10","unstructured":"Hwang, W., Cho, Y., Zhang, A., Ramanathan, M.: Bridging centrality: identifying bridging nodes in scale-free networks. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 20\u201323 (2006)"},{"issue":"1","key":"18_CR11","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/s13278-019-0591-9","volume":"9","author":"Z Ghalmane","year":"2019","unstructured":"Ghalmane, Z., El Hassouni, M., Cherifi, H.: Immunization of networks with non-overlapping community structure. Soc. Netw. Anal. Min. 9(1), 45 (2019)","journal-title":"Soc. Netw. Anal. Min."},{"issue":"7028","key":"18_CR12","doi-asserted-by":"publisher","first-page":"895","DOI":"10.1038\/nature03288","volume":"433","author":"R Guimera","year":"2005","unstructured":"Guimera, R., Amaral, L.A.N.: Functional cartography of complex metabolic networks. Nature 433(7028), 895\u2013900 (2005)","journal-title":"Nature"},{"key":"18_CR13","doi-asserted-by":"publisher","first-page":"7390","DOI":"10.1109\/ACCESS.2018.2794324","volume":"6","author":"MM Tulu","year":"2018","unstructured":"Tulu, M.M., Hou, R., Younas, T.: Identifying influential nodes based on community structure to speed up the dissemination of information in complex network. IEEE Access 6, 7390\u20137401 (2018)","journal-title":"IEEE Access"},{"key":"18_CR14","doi-asserted-by":"crossref","unstructured":"Gupta, N., Singh, A., Cherifi, H.: Community-based immunization strategies for epidemic control. In: 2015 7th International Conference on Communication Systems and Networks (COMSNETS), pp. 1\u20136. IEEE (2015)","DOI":"10.1109\/COMSNETS.2015.7098709"},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Chakraborty, D., Singh, A., Cherifi, H.: Immunization strategies based on the overlapping nodes in networks with community structure. In: International Conference on Computational Social Networks, pp. 62\u201373. Springer, Cham (2016)","DOI":"10.1007\/978-3-319-42345-6_6"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Kumar, M., Singh, A., Cherifi, H.: An efficient immunization strategy using overlapping nodes and its neighborhoods. In: Companion Proceedings of the The Web Conference 2018, pp. 1269\u20131275 (2018)","DOI":"10.1145\/3184558.3191566"},{"issue":"1","key":"18_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-019-46507-y","volume":"9","author":"Z Ghalmane","year":"2019","unstructured":"Ghalmane, Z., Cherifi, C., Cherifi, H., El Hassouni, M.: Centrality in complex networks with overlapping community structure. Sci. Rep. 9(1), 1\u201329 (2019)","journal-title":"Sci. Rep."},{"issue":"3","key":"18_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjb\/e2015-50671-y","volume":"88","author":"C Li","year":"2015","unstructured":"Li, C., Li, Q., Van Mieghem, P., Stanley, H.E., Wang, H.: Correlation between centrality metrics and their application to the opinion model. Eur. Phys. J. B 88(3), 1\u201313 (2015)","journal-title":"Eur. Phys. J. B"},{"key":"18_CR19","doi-asserted-by":"crossref","unstructured":"Oldham, S., Fulcher, B., Parkes, L., Arnatkevic\u0306i\u016bt\u0117, A., Suo, C., Fornito, A.: Consistency and differences between centrality measures across distinct classes of networks. PloS One 14(7) (2019)","DOI":"10.1371\/journal.pone.0220061"},{"issue":"1","key":"18_CR20","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.1515\/phys-2018-0122","volume":"16","author":"C Shao","year":"2018","unstructured":"Shao, C., Cui, P., Xun, P., Peng, Y., Jiang, X.: Rank correlation between centrality metrics in complex networks: an empirical study. Open Phys. 16(1), 1009\u20131023 (2018)","journal-title":"Open Phys."},{"key":"18_CR21","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1007\/s12599-010-0127-3","volume":"2","author":"A Landherr","year":"2010","unstructured":"Landherr, A., Friedl, B., Heidemann, J.: A critical review of centrality measures in social networks. Bus. Inf. Syst. Eng. 2, 371\u2013385 (2010)","journal-title":"Bus. Inf. Syst. Eng."},{"key":"18_CR22","doi-asserted-by":"crossref","unstructured":"Grando, F., Noble, D., Lamb, L.C.: An analysis of centrality measures for complex and social networks. In: 2016 IEEE Global Communications Conference (GLOBECOM), pp. 1\u20136. IEEE (2016)","DOI":"10.1109\/GLOCOM.2016.7841580"},{"key":"18_CR23","doi-asserted-by":"publisher","first-page":"129717","DOI":"10.1109\/ACCESS.2020.3009525","volume":"8","author":"S Rajeh","year":"2020","unstructured":"Rajeh, S., Savonnet, M., Leclercq, E., Cherifi, H.: Interplay between hierarchy and centrality in complex networks. IEEE Access 8, 129717\u2013129742 (2020)","journal-title":"IEEE Access"},{"issue":"4","key":"18_CR24","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.1073\/pnas.0706851105","volume":"105","author":"M Rosvall","year":"2008","unstructured":"Rosvall, M., Bergstrom, C.T.: Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. 105(4), 1118\u20131123 (2008)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"18_CR25","doi-asserted-by":"crossref","unstructured":"Rossi, R., Ahmed, N.: The network data repository with interactive graph analytics and visualization. In: Twenty-Ninth AAAI Conference on Artificial Intelligence (2015)","DOI":"10.1609\/aaai.v29i1.9277"},{"key":"18_CR26","doi-asserted-by":"crossref","unstructured":"Rozemberczki, B., Sarkar, R.: Characteristic functions on graphs: birds of a feather, from statistical descriptors to parametric models (2020)","DOI":"10.1145\/3340531.3411866"},{"key":"18_CR27","doi-asserted-by":"crossref","unstructured":"Kunegis, J.: Handbook of network analysis [konect\u2013the koblenz network collection]. arXiv:1402.5500 (2014). http:\/\/konect.cc\/networks\/","DOI":"10.1145\/2487788.2488173"},{"issue":"4","key":"18_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1852102.1852106","volume":"28","author":"W Webber","year":"2010","unstructured":"Webber, W., Moffat, A., Zobel, J.: A similarity measure for indefinite rankings. ACM Trans. Inf. Syst. (TOIS) 28(4), 1\u201338 (2010)","journal-title":"ACM Trans. Inf. Syst. (TOIS)"}],"container-title":["Studies in Computational Intelligence","Complex Networks &amp; Their Applications IX"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-65347-7_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,7]],"date-time":"2022-12-07T00:43:12Z","timestamp":1670373792000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-65347-7_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,20]]},"ISBN":["9783030653460","9783030653477"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-65347-7_18","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2020,12,20]]},"assertion":[{"value":"20 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS 2020","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Madrid","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 December 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}