{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T14:10:10Z","timestamp":1751811010621,"version":"3.41.0"},"publisher-location":"Cham","reference-count":36,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319997391"},{"type":"electronic","value":"9783319997407"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-99740-7_2","type":"book-chapter","created":{"date-parts":[[2018,8,23]],"date-time":"2018-08-23T09:44:08Z","timestamp":1535017448000},"page":"11-27","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks"],"prefix":"10.1007","author":[{"given":"Alireza","family":"Abdollahpouri","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shadi","family":"Rahimi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shahnaz Mohammadi","family":"Majd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chiman","family":"Salavati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,24]]},"reference":[{"key":"2_CR1","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.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. 99, 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"2_CR2","doi-asserted-by":"publisher","first-page":"2658","DOI":"10.1073\/pnas.0400054101","volume":"101","author":"F Radicchi","year":"2004","unstructured":"Radicchi, F., Castellano, C., Cecconi, F., Loreto, V., Parisi, D.: Defining and identifying communities in networks. Proc. Natl. Acad. Sci. U.S.A. 101, 2658\u20132663 (2004)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"2_CR3","doi-asserted-by":"publisher","first-page":"066133","DOI":"10.1103\/PhysRevE.69.066133","volume":"69","author":"ME Newman","year":"2004","unstructured":"Newman, M.E.: Fast algorithm for detecting community structure in networks. Phys. Rev. E 69, 066133 (2004)","journal-title":"Phys. Rev. E"},{"key":"2_CR4","doi-asserted-by":"publisher","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"ME Newman","year":"2004","unstructured":"Newman, M.E., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)","journal-title":"Phys. Rev. E"},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1016\/j.physa.2014.10.009","volume":"419","author":"PG Sun","year":"2015","unstructured":"Sun, P.G.: Community detection by fuzzy clustering. Phys. A 419, 408\u2013416 (2015)","journal-title":"Phys. A"},{"key":"2_CR6","doi-asserted-by":"publisher","first-page":"1977","DOI":"10.1016\/j.physa.2012.12.024","volume":"392","author":"PG Sun","year":"2013","unstructured":"Sun, P.G., Yang, Y.: Methods to find community based on edge centrality. Phys. A 392, 1977\u20131988 (2013)","journal-title":"Phys. A"},{"key":"2_CR7","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":"2_CR8","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1002\/cplx.20166","volume":"12","author":"H Du","year":"2007","unstructured":"Du, H., Feldman, M.W., Li, S., Jin, X.: An algorithm for detecting community structure of social networks based on prior knowledge and modularity. Complexity 12, 53\u201360 (2007)","journal-title":"Complexity"},{"key":"2_CR9","doi-asserted-by":"publisher","first-page":"056104","DOI":"10.1103\/PhysRevE.70.056104","volume":"70","author":"S Fortunato","year":"2004","unstructured":"Fortunato, S., Latora, V., Marchiori, M.: Method to find community structures based on information centrality. Phys. Rev. E 70, 056104 (2004)","journal-title":"Phys. Rev. E"},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.physa.2013.08.048","volume":"394","author":"PG Sun","year":"2014","unstructured":"Sun, P.G.: Weighting links based on edge centrality for community detection. Phys. A Stat. Mech. Appl. 394, 346\u2013357 (2014)","journal-title":"Phys. A Stat. Mech. Appl."},{"key":"2_CR11","unstructured":"Carrasco, J.J., Fain, D.C., Lang, K.J., Zhukov, L.: Clustering of bipartite advertiser-keyword graph"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.knosys.2013.01.004","volume":"46","author":"B Amiri","year":"2013","unstructured":"Amiri, B., Hossain, L., Crawford, J.W., Wigand, R.T.: Community detection in complex networks: multi\u2013objective enhanced firefly algorithm. Knowl. Based Syst. 46, 1\u201311 (2013)","journal-title":"Knowl. Based Syst."},{"key":"2_CR13","doi-asserted-by":"publisher","first-page":"027104","DOI":"10.1103\/PhysRevE.72.027104","volume":"72","author":"J Duch","year":"2005","unstructured":"Duch, J., Arenas, A.: Community detection in complex networks using extremal optimization. Phys. Rev. E 72, 027104 (2005)","journal-title":"Phys. Rev. E"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/TEVC.2013.2260862","volume":"18","author":"M Gong","year":"2014","unstructured":"Gong, M., Cai, Q., Chen, X., Ma, L.: Complex network clustering by multiobjective discrete particle swarm optimization based on decomposition. IEEE Trans. Evol. Comput. 18, 82\u201397 (2014)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"2_CR15","doi-asserted-by":"publisher","first-page":"4050","DOI":"10.1016\/j.physa.2012.03.021","volume":"391","author":"M Gong","year":"2012","unstructured":"Gong, M., Ma, L., Zhang, Q., Jiao, L.: Community detection in networks by using multiobjective evolutionary algorithm with decomposition. Phys. A Stat. Mech. Appl. 391, 4050\u20134060 (2012)","journal-title":"Phys. A Stat. Mech. Appl."},{"key":"2_CR16","doi-asserted-by":"publisher","first-page":"3260","DOI":"10.1016\/j.physa.2013.04.001","volume":"392","author":"J Ji","year":"2013","unstructured":"Ji, J., Song, X., Liu, C., Zhang, X.: Ant colony clustering with fitness perception and pheromone diffusion for community detection in complex networks. Phys. A Stat. Mech. Appl. 392, 3260\u20133272 (2013)","journal-title":"Phys. A Stat. Mech. Appl."},{"key":"2_CR17","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1002\/cplx.20300","volume":"15","author":"S Li","year":"2010","unstructured":"Li, S., Chen, Y., Du, H., Feldman, M.W.: A genetic algorithm with local search strategy for improved detection of community structure. Complexity 15, 53\u201360 (2010)","journal-title":"Complexity"},{"key":"2_CR18","doi-asserted-by":"publisher","first-page":"2274","DOI":"10.1109\/TCYB.2014.2305974","volume":"44","author":"C Liu","year":"2014","unstructured":"Liu, C., Liu, J., Jiang, Z.: A multiobjective evolutionary algorithm based on similarity for community detection from signed social networks. IEEE Trans. Cybern. 44, 2274\u20132287 (2014)","journal-title":"IEEE Trans. Cybern."},{"key":"2_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1081","DOI":"10.1007\/978-3-540-87700-4_107","volume-title":"Parallel Problem Solving from Nature \u2013 PPSN X","author":"C Pizzuti","year":"2008","unstructured":"Pizzuti, C.: GA-Net: a genetic algorithm for community detection in social networks. In: Rudolph, G., Jansen, T., Beume, N., Lucas, S., Poloni, C. (eds.) PPSN 2008. LNCS, vol. 5199, pp. 1081\u20131090. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-87700-4_107"},{"key":"2_CR20","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1109\/TEVC.2011.2161090","volume":"16","author":"C Pizzuti","year":"2012","unstructured":"Pizzuti, C.: A multiobjective genetic algorithm to find communities in complex networks. IEEE Trans. Evol. Comput. 16, 418\u2013430 (2012)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"2_CR21","first-page":"187","volume":"5","author":"J Qu","year":"2013","unstructured":"Qu, J.: A hybrid algorithm for community detection using PSO and EO. Adv. Inf. Sci. Serv. Sci. 5, 187 (2013)","journal-title":"Adv. Inf. Sci. Serv. Sci."},{"key":"2_CR22","doi-asserted-by":"publisher","first-page":"P10012","DOI":"10.1088\/1742-5468\/2004\/10\/P10012","volume":"2004","author":"L Donetti","year":"2004","unstructured":"Donetti, L., Munoz, M.A.: Detecting network communities: a new systematic and efficient algorithm. J. Stat. Mech. Theory Exp. 2004, P10012 (2004)","journal-title":"J. Stat. Mech. Theory Exp."},{"key":"2_CR23","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., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70, 066111 (2004)","journal-title":"Phys. Rev. E"},{"key":"2_CR24","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 22, 888\u2013905 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"2_CR25","doi-asserted-by":"publisher","first-page":"1074","DOI":"10.1109\/43.159993","volume":"11","author":"L Hagen","year":"1992","unstructured":"Hagen, L., Kahng, A.B.: New spectral methods for ratio cut partitioning and clustering. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11, 1074\u20131085 (1992)","journal-title":"IEEE Trans. Comput. Aided Des. Integr. Circuits Syst."},{"key":"2_CR26","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"886","DOI":"10.1007\/978-3-540-74913-4_89","volume-title":"Advances in Artificial Life","author":"A Gog","year":"2007","unstructured":"Gog, A., Dumitrescu, D., Hirsbrunner, B.: Community detection in complex networks using collaborative evolutionary algorithms. In: Almeida e Costa, F., Rocha, L.M., Costa, E., Harvey, I., Coutinho, A. (eds.) ECAL 2007. LNCS (LNAI), vol. 4648, pp. 886\u2013894. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-74913-4_89"},{"key":"2_CR27","doi-asserted-by":"publisher","first-page":"1215","DOI":"10.1016\/j.physa.2012.11.003","volume":"392","author":"R Shang","year":"2013","unstructured":"Shang, R., Bai, J., Jiao, L., Jin, C.: Community detection based on modularity and an improved genetic algorithm. Phys. A Stat. Mech. Appl. 392, 1215\u20131231 (2013)","journal-title":"Phys. A Stat. Mech. Appl."},{"key":"2_CR28","unstructured":"Abramson, D., Abela, J.: A parallel genetic algorithm for solving the school timetabling problem (1991)"},{"key":"2_CR29","doi-asserted-by":"crossref","unstructured":"Eberhart, R., Kennedy, J.: A new optimizer using particle swarm theory. In: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, MHS 1995, (IEEE 1995), pp. 39\u201343 (1995)","DOI":"10.1109\/MHS.1995.494215"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Scott, J.: Social Network Analysis. Sage (2012)","DOI":"10.5040\/9781849668187"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry 40, 35\u201341 (1977)","DOI":"10.2307\/3033543"},{"key":"2_CR32","unstructured":"Latora, V., Marchiori, M.: A measure of centrality based on the network efficiency. arxiv: con-math 0402050 (2004)"},{"key":"2_CR33","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1109\/TKDE.2007.190689","volume":"20","author":"U Brandes","year":"2008","unstructured":"Brandes, U., et al.: On modularity clustering. IEEE Trans. Knowl. Data Eng. 20, 172\u2013188 (2008)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"2_CR34","doi-asserted-by":"crossref","unstructured":"Liu, Y., Luo, J., Yang, H., Liu, L.: Finding closely communicating community based on ant colony clustering model. In: 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI), (IEEE 2010), pp. 127\u2013131 (2010)","DOI":"10.1109\/AICI.2010.265"},{"key":"2_CR35","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/TEVC.2006.877146","volume":"11","author":"J Handl","year":"2007","unstructured":"Handl, J., Knowles, J.: An evolutionary approach to multiobjective clustering. IEEE Trans. Evol. Comput. 11, 56\u201376 (2007)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"2_CR36","doi-asserted-by":"publisher","first-page":"P09008","DOI":"10.1088\/1742-5468\/2005\/09\/P09008","volume":"2005","author":"L Danon","year":"2005","unstructured":"Danon, L., Diaz-Guilera, A., Duch, J., Arenas, A.: Comparing community structure identification. J. Stat. Mech. Theory Exp. 2005, P09008 (2005)","journal-title":"J. Stat. Mech. Theory Exp."}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Extraction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-99740-7_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T13:58:27Z","timestamp":1751810307000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-99740-7_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319997391","9783319997407"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-99740-7_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"24 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CD-MAKE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Cross-Domain Conference for Machine Learning and Knowledge Extraction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hamburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cd-make2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/cd-make.net\/about\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"45","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"25","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"56% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}