{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T15:53:43Z","timestamp":1776441223145,"version":"3.51.2"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2023,4,2]],"date-time":"2023-04-02T00:00:00Z","timestamp":1680393600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,4,2]],"date-time":"2023-04-02T00:00:00Z","timestamp":1680393600000},"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":["Soc. Netw. Anal. Min."],"DOI":"10.1007\/s13278-023-01070-3","type":"journal-article","created":{"date-parts":[[2023,4,3]],"date-time":"2023-04-03T03:01:00Z","timestamp":1680490860000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Network-based control of epidemic via flattening the infection curve: high-clustered vs. low-clustered social networks"],"prefix":"10.1007","volume":"13","author":[{"given":"Mohammadreza","family":"Doostmohammadian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamid R.","family":"Rabiee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,4,2]]},"reference":[{"issue":"6684","key":"1070_CR1","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1038\/30918","volume":"393","author":"DJ Atts","year":"1998","unstructured":"Atts DJ, Strogatz SH (1998) Collective dynamics of small-world networks. Nature 393(6684):440","journal-title":"Nature"},{"key":"1070_CR2","doi-asserted-by":"crossref","unstructured":"Barab\u00e1si AL, Bonabeau E (2003) Scale-free networks, Scientific American","DOI":"10.1038\/scientificamerican0503-60"},{"issue":"5439","key":"1070_CR3","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"AL Barab\u00e1si","year":"1999","unstructured":"Barab\u00e1si AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509\u2013512","journal-title":"Science"},{"issue":"6","key":"1070_CR4","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1038\/s41562-020-0898-6","volume":"4","author":"P Block","year":"2020","unstructured":"Block P, Hoffman M, Raabe IJ, Dowd JB, Rahal C, Kashyap R, Mills MC (2020) Social network-based distancing strategies to flatten the COVID-19 curve in a post-lockdown world. Nat Human Behav 4(6):588","journal-title":"Nat Human Behav"},{"issue":"3","key":"1070_CR5","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/s13278-011-0040-x","volume":"2","author":"M Cha","year":"2012","unstructured":"Cha M, P\u00e9rez JAN, Haddadi H (2012) The spread of media content through blogs. Social Netw Anal Min 2(3):249","journal-title":"Social Netw Anal Min"},{"key":"1070_CR6","doi-asserted-by":"crossref","unstructured":"Chen X, Ogura M, Ghusinga KR, Singh A, Preciado VM (2017) Semidefinite bounds for moment dynamics: application to epidemics on networks, In: IEEE Conference on decision and control, pp. 2448\u20132454","DOI":"10.1109\/CDC.2017.8264008"},{"issue":"5","key":"1070_CR7","doi-asserted-by":"publisher","first-page":"1747","DOI":"10.1109\/LCSYS.2020.3043637","volume":"5","author":"M Doostmohammadian","year":"2020","unstructured":"Doostmohammadian M, Rabiee HR (2020) On the observability and controllability of large-scale IoT networks: reducing number of unmatched nodes via link addition. IEEE Contr Sys Lett 5(5):1747","journal-title":"IEEE Contr Sys Lett"},{"key":"1070_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-020-00638-7","volume":"10","author":"M Doostmohammadian","year":"2020","unstructured":"Doostmohammadian M, Rabiee HR, Khan UA (2020) Centrality-based epidemic control in complex social networks. Social Netw Anal Min 10:1","journal-title":"Social Netw Anal Min"},{"key":"1070_CR9","doi-asserted-by":"crossref","unstructured":"Doostmohammadian M, Khan UA (2020) On the controllability of clustered Scale-Free networks. J Compl Netw. Oxford University Press,  8(1):cnz014","DOI":"10.1093\/comnet\/cnz014"},{"key":"1070_CR10","doi-asserted-by":"crossref","unstructured":"Doostmohammadian M, Pourazarm S, Khan UA (2014) Distributed algorithm for shortest path problem via randomized strategy, In 11th International conference on networking, sensing, and control, IEEE, pp. 463\u2013467","DOI":"10.1109\/ICNSC.2014.6819670"},{"issue":"2","key":"1070_CR11","doi-asserted-by":"publisher","first-page":"026107","DOI":"10.1103\/PhysRevE.65.026107","volume":"65","author":"P Holme","year":"2002","unstructured":"Holme P, Kim BJ (2002) Growing scale-free networks with tunable clustering. Phys Rev E 65(2):026107","journal-title":"Phys Rev E"},{"issue":"1","key":"1070_CR12","doi-asserted-by":"publisher","first-page":"18004","DOI":"10.1209\/0295-5075\/101\/18004","volume":"101","author":"H Liu","year":"2013","unstructured":"Liu H, Hu Z, Haddadi H, Tian H (2013) Hidden link prediction based on node centrality and weak ties. EPL (Europhysics letters) 101(1):18004","journal-title":"EPL (Europhysics letters)"},{"key":"1070_CR13","doi-asserted-by":"crossref","unstructured":"Mishra N, Schreiber R, Stanton I, Tarjan RE (2007) Clustering social networks, In: International workshop on algorithms and models for the web-graph, Springer, pp. 56\u201367","DOI":"10.1007\/978-3-540-77004-6_5"},{"issue":"6","key":"1070_CR14","doi-asserted-by":"publisher","first-page":"062309","DOI":"10.1103\/PhysRevE.93.062309","volume":"93","author":"M Nitzan","year":"2016","unstructured":"Nitzan M, Katzav E, K\u00fchn R, Biham O (2016) Distance distribution in configuration-model networks. Phys Rev E 93(6):062309","journal-title":"Phys Rev E"},{"key":"1070_CR15","doi-asserted-by":"crossref","unstructured":"Nomikos N, Charalambous, T, Vouyioukas D, Karagiannidis GK (2017) LoCo-link: A low-complexity link selection algorithm for delay mitigation in asymmetric two-hop networks, In: IEEE International conference on communications, pp. 1\u20136","DOI":"10.1109\/ICC.2017.7997058"},{"issue":"1","key":"1070_CR16","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/MCS.2015.2495000","volume":"36","author":"C Nowzari","year":"2016","unstructured":"Nowzari C, Preciado VM, Pappas GJ (2016) Analysis and control of epidemics: a survey of spreading processes on complex networks. IEEE Contr Sys Magaz 36(1):26","journal-title":"IEEE Contr Sys Magaz"},{"key":"1070_CR17","doi-asserted-by":"crossref","unstructured":"Ogura M, Preciado VM (2017) Optimal containment of epidemics in temporal and adaptive networks, In: Temporal network epidemiology. Springer, Berlin, pp. 241\u2013266","DOI":"10.1007\/978-981-10-5287-3_11"},{"issue":"2","key":"1070_CR18","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1109\/TAC.2015.2444191","volume":"61","author":"M Pirani","year":"2016","unstructured":"Pirani M, Sundaram S (2016) On the smallest eigenvalue of grounded Laplacian matrices. IEEE Trans Autom Contr 61(2):509. https:\/\/doi.org\/10.1109\/TAC.2015.2444191","journal-title":"IEEE Trans Autom Contr"},{"key":"1070_CR19","unstructured":"Route views (2022) Network dataset \u2013 KONECT,Koblenz network dataset KONECT, https:\/\/konect.cc"},{"issue":"3","key":"1070_CR20","doi-asserted-by":"publisher","first-page":"032301","DOI":"10.1103\/PhysRevE.96.032301","volume":"96","author":"C Steinbock","year":"2017","unstructured":"Steinbock C, Biham O, Katzav E (2017) Distribution of shortest path lengths in a class of node duplication network models. Phys Rev E 96(3):032301","journal-title":"Phys Rev E"},{"issue":"2","key":"1070_CR21","doi-asserted-by":"publisher","first-page":"851","DOI":"10.1016\/j.physa.2006.03.050","volume":"371","author":"R Toivonen","year":"2006","unstructured":"Toivonen R, Onnela J, Saram\u00e4ki J, Hyv\u00f6nen J, Kaski K (2006) A model for social networks. Physica A: Stat Mech Appl 371(2):851","journal-title":"Physica A: Stat Mech Appl"},{"key":"1070_CR22","unstructured":"UCIrvine Network Data Repository, http:\/\/www.networkdata.ics.uci.edu"},{"key":"1070_CR23","doi-asserted-by":"crossref","unstructured":"Wasserman S, Faust K (1994) Social network analysis: methods and applications","DOI":"10.1017\/CBO9780511815478"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-023-01070-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13278-023-01070-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-023-01070-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T16:41:41Z","timestamp":1744130501000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13278-023-01070-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,2]]},"references-count":23,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023,12]]}},"alternative-id":["1070"],"URL":"https:\/\/doi.org\/10.1007\/s13278-023-01070-3","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-2462006\/v1","asserted-by":"object"}]},"ISSN":["1869-5469"],"issn-type":[{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4,2]]},"assertion":[{"value":"10 January 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 February 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 April 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"60"}}