{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T21:51:57Z","timestamp":1743112317421,"version":"3.40.3"},"publisher-location":"New York, NY","reference-count":25,"publisher":"Springer New York","isbn-type":[{"type":"print","value":"9781493971305"},{"type":"electronic","value":"9781493971312"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-1-4939-7131-2_390","type":"book-chapter","created":{"date-parts":[[2018,6,11]],"date-time":"2018-06-11T18:59:34Z","timestamp":1528743574000},"page":"1977-1985","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Querying Volatile and Dynamic Networks"],"prefix":"10.1007","author":[{"given":"Sarvenaz","family":"Choobdar","sequence":"first","affiliation":[]},{"given":"Pedro","family":"Ribeiro","sequence":"additional","affiliation":[]},{"given":"Fernando","family":"Silva","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"key":"390_CR1785","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/978-3-642-04180-8_25","volume-title":"Machine learning and Knowledge discovery in databases","author":"M Berlingerio","year":"2009","unstructured":"Berlingerio M, Bonchi F, Bringmann B, Gionis A (2009) Mining graph evolution rules. In: Machine learning and Knowledge discovery in databases. Springer, Berlin\/New York, pp 115\u2013130"},{"key":"390_CR1786","series-title":"LNAI 7026","first-page":"418","volume-title":"Progress in artificial intelligence, 15th Portuguese conference on artificial intelligence \u2013 EPIA\u201911","author":"S Choobdar","year":"2011","unstructured":"Choobdar S, Silva F, Ribeiro P (2011) Network node label acquisition and tracking. In: Progress in artificial intelligence, 15th Portuguese conference on artificial intelligence \u2013 EPIA\u201911, LNAI 7026. Springer, Lisbon, pp 418\u2013430"},{"doi-asserted-by":"crossref","unstructured":"Choobdar S, Silva F, Ribeiro P (2012) Event detection in evolving networks. In: International conference on computational aspects of social networks (CASoN), 2012","key":"390_CR1787","DOI":"10.1109\/CASoN.2012.6412373"},{"key":"390_CR1788","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1080\/00018730601170527","volume":"56","author":"LF Costa","year":"2007","unstructured":"Costa LF, Rodrigues FA, Travieso G, Boas PRV (2007) Characterization of complex networks: a survey of measurements. Adv Phys 56:167\u2013242","journal-title":"Adv Phys"},{"key":"390_CR1789","doi-asserted-by":"publisher","first-page":"18,008","DOI":"10.1209\/0295-5075\/87\/18008","volume":"87","author":"L Costa","year":"2009","unstructured":"Costa L, Rodrigues F, Hilgetag C, Kaiser M (2009) Beyond the average: detecting global singular nodes from local features in complex networks. EPL (Europhys Lett) 87:18,008","journal-title":"EPL (Europhys Lett)"},{"unstructured":"Dorogovtsev, S. N., & Mendes, J. F. (2005). The shortest path to complex networks. arXiv preprint cond-mat\/0404593","key":"390_CR1790"},{"issue":"3\u20135","key":"390_CR1791","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 (2010) Community detection in graphs. Phys Rep 486(3\u20135):75\u2013174","journal-title":"Phys Rep"},{"issue":"5","key":"390_CR1792","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1177\/0022002702046005006","volume":"46","author":"K Gleditsch","year":"2002","unstructured":"Gleditsch K (2002) Expanded trade and GDP data. J Confl Resolut 46(5):712","journal-title":"J Confl Resolut"},{"doi-asserted-by":"crossref","unstructured":"Greene D, Doyle D, Cunningham P (2010) Tracking the evolution of communities in dynamic social networks. In: Advances in social networks analysis and mining (ASONAM), 2010 international conference on, IEEE, pp 176\u2013183","key":"390_CR1793","DOI":"10.1109\/ASONAM.2010.17"},{"issue":"1","key":"390_CR1794","first-page":"100","volume":"28","author":"J Hartigan","year":"1979","unstructured":"Hartigan J, Wong M (1979) A k-means clustering algorithm. J R Stat Soc C 28(1):100\u2013108","journal-title":"J R Stat Soc C"},{"doi-asserted-by":"crossref","unstructured":"Henderson K, Gallagher B, Eliassi-Rad T, Tong H, Basu S, Akoglu L, Koutra D, Faloutsos C, Li L, Matsubara Y, et al (2012) Rolx: structural role extraction & mining in large graphs. In: Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 1231\u20131239","key":"390_CR1795","DOI":"10.1145\/2339530.2339723"},{"doi-asserted-by":"crossref","unstructured":"Huan J, Wang W, Prins J (2003) Efficient mining of frequent subgraphs in the presence of isomorphism. In: Proceedings of the third IEEE international conference on data mining, ICDM\u201903, p 549","key":"390_CR1796","DOI":"10.1109\/ICDM.2003.1250974"},{"doi-asserted-by":"crossref","unstructured":"Jin R, McCallen S, Almaas E (2007) Trend motif: a graph mining approach for analysis of dynamic complex networks. In: Data mining, 2007. ICDM 2007. Seventh IEEE international conference on, IEEE, pp 541\u2013546","key":"390_CR1797","DOI":"10.1109\/ICDM.2007.92"},{"doi-asserted-by":"crossref","unstructured":"Leskovec J, Kleinberg J, Faloutsos C (2005) Graphs over time: densification laws, shrinking diameters and possible explanations. In: Proceedings of the 11th ACM SIGKDD international conference on Knowledge discovery in data mining, pp 177\u2013187","key":"390_CR1798","DOI":"10.1145\/1081870.1081893"},{"doi-asserted-by":"crossref","unstructured":"Leskovec J, Backstrom L, Kumar R, Tomkins A (2008) Microscopic evolution of social networks. In: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 462\u2013470","key":"390_CR1799","DOI":"10.1145\/1401890.1401948"},{"issue":"7","key":"390_CR17100","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D Liben-Nowell","year":"2007","unstructured":"Liben-Nowell D, Kleinberg J (2007) The link-prediction problem for social networks. J Am Soc Inf Sci Technol 58(7):1019\u20131031","journal-title":"J Am Soc Inf Sci Technol"},{"doi-asserted-by":"crossref","unstructured":"Lin Y, Chi Y, Zhu S, Sundaram H, Tseng B (2008) Facetnet: a framework for analyzing communities and their evolutions in dynamic networks. In: Proceedings of the 17th international conference on World Wide Web, ACM, pp 685\u2013694","key":"390_CR17101","DOI":"10.1145\/1367497.1367590"},{"key":"390_CR17102","first-page":"935","volume":"8","author":"S Macskassy","year":"2007","unstructured":"Macskassy S, Provost F (2007) Classification in networked data: a toolkit and a univariate case study. J Mach Learn Res 8:935\u2013983","journal-title":"J Mach Learn Res"},{"issue":"5594","key":"390_CR17103","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1126\/science.298.5594.824","volume":"298","author":"R Milo","year":"2002","unstructured":"Milo R, Shen-Orr S, Itzkovitz S, Kashtan N, Chklovskii D, Alon U (2002) Network motifs: simple building blocks of complex networks. Science 298(5594):824\u2013827","journal-title":"Science"},{"doi-asserted-by":"crossref","unstructured":"Newman ME (2001) Scientific collaboration networks. I Network construction and fundamental results. Phys Rev E Stat Nonlin Soft Matter Phys 64(1 Pt 2)","key":"390_CR17104","DOI":"10.1103\/PhysRevE.64.016131"},{"unstructured":"RouteViews (1997) University of oregon route views project. online data and reports. http:\/\/www.routeviews.org (accessed February 2013)","key":"390_CR17105"},{"doi-asserted-by":"crossref","unstructured":"Rossi R, Gallagher B, Neville J, Henderson K (2012) Role-dynamics: fast mining of large dynamic networks. In: Proceedings of the 21st international conference companion on World Wide Web, pp 997\u20131006","key":"390_CR17106","DOI":"10.1145\/2187980.2188234"},{"issue":"463","key":"390_CR17107","doi-asserted-by":"publisher","first-page":"750","DOI":"10.1198\/016214503000000666","volume":"98","author":"C Sugar","year":"2003","unstructured":"Sugar C, James G (2003) Finding the number of clusters in a dataset. J Am Stat Assoc 98(463):750\u2013763","journal-title":"J Am Stat Assoc"},{"doi-asserted-by":"crossref","unstructured":"Sun J, Tao D, Faloutsos C (2006) Beyond streams and graphs: dynamic tensor analysis. In: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 374\u2013383","key":"390_CR17108","DOI":"10.1145\/1150402.1150445"},{"doi-asserted-by":"crossref","unstructured":"Tang L, Liu H, Zhang J, Nazeri Z (2008) Community evolution in dynamic multi-mode networks. In: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM, pp 677\u2013685","key":"390_CR17109","DOI":"10.1145\/1401890.1401972"}],"container-title":["Encyclopedia of Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4939-7131-2_390","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,3]],"date-time":"2020-06-03T03:43:29Z","timestamp":1591155809000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4939-7131-2_390"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9781493971305","9781493971312"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-1-4939-7131-2_390","relation":{},"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"12 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}