{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:12:15Z","timestamp":1742911935761,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030440374"},{"type":"electronic","value":"9783030440381"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","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":[[2020]]},"DOI":"10.1007\/978-3-030-44038-1_12","type":"book-chapter","created":{"date-parts":[[2020,3,30]],"date-time":"2020-03-30T09:04:07Z","timestamp":1585559047000},"page":"122-137","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Community Detection Based on Social Influence in Large Scale Networks"],"prefix":"10.1007","author":[{"given":"Farhan","family":"Amin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin-Ghoo","family":"Choi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gyu Sang","family":"Choi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,3,31]]},"reference":[{"key":"12_CR1","doi-asserted-by":"crossref","unstructured":"Amin, F., Ahmad, A., Choi, G.S.: Community detection and mining using complex networks tools in social internet of things. In: TENCON 2018 \u2013 2018 IEEE Region 10 Conference, pp. 2086\u20132091 (2018)","DOI":"10.1109\/TENCON.2018.8650511"},{"key":"12_CR2","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, 7821 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"12_CR3","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.socnet.2017.11.004","volume":"54","author":"S Ahajjam","year":"2018","unstructured":"Ahajjam, S., El Haddad, M., Badir, H.: A new scalable leader-community detection approach for community detection in social networks. Soc. Netw. 54, 41\u201349 (2018)","journal-title":"Soc. Netw."},{"key":"12_CR4","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/978-3-319-74412-4_7","volume-title":"Sustainable Interdependent Networks: From Theory to Application","author":"SHS Javadi","year":"2018","unstructured":"Javadi, S.H.S., Gharani, P., Khadivi, S.: Detecting community structure in dynamic social networks using the concept of leadership. In: Amini, M.H., Boroojeni, K.G., Iyengar, S.S., Pardalos, P.M., Blaabjerg, F., Madni, A.M. (eds.) Sustainable Interdependent Networks: From Theory to Application, pp. 97\u2013118. Springer, Cham (2018)"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Jagadishwari, V., Umadevi, V.: NBCD: neighborhood based community detection in dynamic social networks. In: 2018 Second International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 586\u2013590 (2018)","DOI":"10.1109\/ICCONS.2018.8663121"},{"key":"12_CR6","doi-asserted-by":"publisher","first-page":"2007","DOI":"10.3390\/s19092007","volume":"19","author":"F Amin","year":"2019","unstructured":"Amin, F., Abbasi, R., Rehman, A., Choi, G.S.: An advanced algorithm for higher network navigation in social internet of things using small-world networks. Sensors 19, 2007 (2019)","journal-title":"Sensors"},{"key":"12_CR7","doi-asserted-by":"publisher","first-page":"166","DOI":"10.3390\/app9010166","volume":"9","author":"F Amin","year":"2019","unstructured":"Amin, F., Ahmad, A., Sang Choi, G.: Towards trust and friendliness approaches in the social internet of things. Appl. Sci. 9, 166 (2019)","journal-title":"Appl. Sci."},{"key":"12_CR8","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.physrep.2009.11.002","volume":"486","author":"S Fortunato","year":"2010","unstructured":"Fortunato, S.: Community detection in graphs. Phys. Rep. 486, 75\u2013174 (2010)","journal-title":"Phys. Rep."},{"key":"12_CR9","doi-asserted-by":"publisher","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2004","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)","journal-title":"Phys. Rev. E"},{"key":"12_CR10","first-page":"P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.-L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Comput. Simul. 2008, P10008 (2008)","journal-title":"J. Stat. Comput. Simul."},{"key":"12_CR11","doi-asserted-by":"publisher","first-page":"e0155320","DOI":"10.1371\/journal.pone.0155320","volume":"11","author":"JH Chin","year":"2016","unstructured":"Chin, J.H., Ratnavelu, K.: Detecting community structure by using a constrained label propagation algorithm. PLoS ONE 11, e0155320 (2016)","journal-title":"PLoS ONE"},{"key":"12_CR12","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1109\/TKDE.2007.190689","volume":"20","author":"U Brandes","year":"2008","unstructured":"Brandes, U., Delling, D., Gaertler, M., Gorke, R., Hoefer, M., Nikoloski, Z., et al.: On modularity clustering. IEEE Trans. Knowl. Data Eng. 20, 172\u2013188 (2008)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"12_CR13","doi-asserted-by":"publisher","first-page":"066111","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A Clauset","year":"2004","unstructured":"Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70, 066111 (2004)","journal-title":"Phys. Rev. E"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"Javadi, S.H.S., Khadivi, S., Shiri, M.E., Xu, J.: An ant colony optimization method to detect communities in social networks. In: 2014 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014), pp. 200\u2013203 (2014)","DOI":"10.1109\/ASONAM.2014.6921583"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Amin, F., Zubair, M.: Energy-efficient clustering scheme for multihop wireless sensor network (ECMS). In: 17th IEEE International Multi Topic Conference 2014, pp. 131\u2013136 (2014)","DOI":"10.1109\/INMIC.2014.7097325"},{"key":"12_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physa.2017.08.008","volume":"490","author":"M Cai","year":"2018","unstructured":"Cai, M., Wang, W., Cui, Y., Stanley, H.E.: Multiplex network analysis of employee performance and employee social relationships. Physica A 490, 1\u201312 (2018)","journal-title":"Physica A"},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"876","DOI":"10.1126\/science.1184819","volume":"328","author":"PJ Mucha","year":"2010","unstructured":"Mucha, P.J., Richardson, T., Macon, K., Porter, M.A., Onnela, J.-P.: Community structure in time-dependent, multiscale, and multiplex networks. Science 328, 876\u2013878 (2010)","journal-title":"Science"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Amin, F., Ahmad, A., Choi, G.: To study and analyse human behaviours on social networks. In: 2018 4th Annual International Conference on Network and Information Systems for Computers (ICNISC), pp. 233\u2013236 (2018)","DOI":"10.1109\/ICNISC.2018.00053"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Tahir, N., Hassan, A., Asif, M., Ahmad, S.: MCD: Mutually Connected Community Detection using clustering coefficient approach in social networks. In: 2019 2nd International Conference on Communication, Computing and Digital systems (C-CODE), pp. 160\u2013165 (2019)","DOI":"10.1109\/C-CODE.2019.8680980"},{"key":"12_CR20","unstructured":"Su, Y., Liu, C., Niu, Y., Cheng, F., Zhang, X.: A community structure enhancement-based community detection algorithm for complex networks. In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1\u201314 (2019)"},{"key":"12_CR21","unstructured":"Newman, M.: Finding community structure in networks using the eigenvectors of matrices. arXiv preprint physics\/0605087"},{"key":"12_CR22","doi-asserted-by":"publisher","first-page":"036106","DOI":"10.1103\/PhysRevE.76.036106","volume":"76","author":"UN Raghavan","year":"2007","unstructured":"Raghavan, U.N., Albert, R., Kumara, S.: Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 76, 036106 (2007)","journal-title":"Phys. Rev. E"},{"key":"12_CR23","doi-asserted-by":"crossref","unstructured":"Barber, M.J., Clark, J.W.: Detecting network communities by propagating labels under constraints (2009)","DOI":"10.1103\/PhysRevE.80.026129"},{"key":"12_CR24","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/j.physa.2014.09.023","volume":"416","author":"Z Lin","year":"2014","unstructured":"Lin, Z., Zheng, X., Xin, N., Chen, D.: CK-LPA: efficient community detection algorithm based on label propagation with community kernel. Physica A 416, 386\u2013399 (2014)","journal-title":"Physica A"},{"key":"12_CR25","doi-asserted-by":"publisher","first-page":"4309","DOI":"10.1016\/j.eswa.2014.01.002","volume":"41","author":"D Rhouma","year":"2014","unstructured":"Rhouma, D., Romdhane, L.B.: An efficient algorithm for community mining with overlap in social networks. Expert. Syst. Appl. 41, 4309\u20134321 (2014)","journal-title":"Expert. Syst. Appl."},{"key":"12_CR26","doi-asserted-by":"publisher","first-page":"5419","DOI":"10.3390\/e15125419","volume":"15","author":"H Xu","year":"2013","unstructured":"Xu, H., Hu, Y., Wang, Z., Ma, J., Xiao, W.: Core-based dynamic community detection in mobile social networks. Entropy 15, 5419\u20135438 (2013)","journal-title":"Entropy"},{"key":"12_CR27","unstructured":"Hagberg, A., Swart, P., Chult, D.S.: Exploring Network Structure, Dynamics, and Function Using Network X. Los Alamos National Lab. (LANL), Los Alamos, NM, USA (2008)"},{"key":"12_CR28","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/S0378-8733(00)00031-9","volume":"22","author":"B Ruhnau","year":"2000","unstructured":"Ruhnau, B.: Eigenvector-centrality \u2014 a node-centrality? Soc. Netw. 22, 357\u2013365 (2000)","journal-title":"Soc. Netw."},{"key":"12_CR29","first-page":"547","volume":"37","author":"PJ Etude","year":"1901","unstructured":"Etude, P.J.: comparative de la distribution florale dans une portion des Alpes et des Jura. Bull. Soc. Vaud. Sci. Nat. 37, 547 (1901)","journal-title":"Bull. Soc. Vaud. Sci. Nat."},{"key":"12_CR30","doi-asserted-by":"crossref","unstructured":"Hafez, A.I., Hassanien, A.E., Fahmy, A.A.: Testing community detection algorithms: a closer look at datasets. In: Social Networking, pp. 85\u201399. Springer (2014)","DOI":"10.1007\/978-3-319-05164-2_4"},{"key":"12_CR31","unstructured":"Ostoic, J.: Compositional Equivalence with actor attributes: positional analysis of the Florentine Families network. arXiv preprint arXiv:1804.09427 (2018)"},{"key":"12_CR32","doi-asserted-by":"crossref","unstructured":"Santos, J.M., Embrechts, M.: On the use of the adjusted rand index as a metric for evaluating supervised classification. In: International Conference on Artificial Neural Networks, pp. 175\u2013184 (2009)","DOI":"10.1007\/978-3-642-04277-5_18"}],"container-title":["Advances in Intelligent Systems and Computing","Web, Artificial Intelligence and Network Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-44038-1_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,24]],"date-time":"2022-11-24T20:14:50Z","timestamp":1669320890000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-44038-1_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030440374","9783030440381"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-44038-1_12","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"31 March 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WAINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Workshops of  the International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Caserta","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","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":"15 April 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 April 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"waina0a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}