{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T06:49:59Z","timestamp":1777445399800,"version":"3.51.4"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,11,17]],"date-time":"2017-11-17T00:00:00Z","timestamp":1510876800000},"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":["J Syst Sci Complex"],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1007\/s11424-017-7078-4","type":"journal-article","created":{"date-parts":[[2017,10,27]],"date-time":"2017-10-27T00:06:55Z","timestamp":1509062815000},"page":"964-974","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Free Information Flow Benefits Truth Seeking"],"prefix":"10.1007","volume":"31","author":[{"given":"Wei","family":"Su","sequence":"first","affiliation":[]},{"given":"Yongguang","family":"Yu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,17]]},"reference":[{"issue":"2","key":"7078_CR1","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1103\/RevModPhys.81.591","volume":"81","author":"C Castellano","year":"2009","unstructured":"Castellano C, Fortunato S, and Loreto V, Statistical physics of social dynamics. Rev. Mod. Phys., 2009, 81(2): 591\u2013646.","journal-title":"Rev. Mod. Phys."},{"key":"7078_CR2","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.arcontrol.2017.03.002","volume":"43","author":"A Proskurnikov","year":"2017","unstructured":"Proskurnikov A and Tempo R, A tutorial on modeling and analysis of dynamic social networks. part I, Annual Reviews in Control, 2017, 43: 65\u201379.","journal-title":"part I, Annual Reviews in Control"},{"key":"7078_CR3","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1080\/01621459.1974.10480137","volume":"69","author":"M DeGroot","year":"1974","unstructured":"DeGroot M, Reaching a consensus. Journal of American Statistical Association, 1974, 69: 118\u2013121.","journal-title":"Journal of American Statistical Association"},{"issue":"1","key":"7078_CR4","first-page":"1","volume":"16","author":"N Friedkin","year":"1999","unstructured":"Friedkin N and Johnsen E, Social influence networks and opinion change. Advances in Group Processes, 1999, 16(1): 1\u201329.","journal-title":"Advances in Group Processes"},{"issue":"01n04","key":"7078_CR5","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1142\/S0219525900000078","volume":"3","author":"G Deffuant","year":"2000","unstructured":"Deffuant G, Neau D, Amblard F, et al., Mixing beliefs among interacting agents. Adv. Compl. Syst., 2000, 3(01n04): 87\u201398.","journal-title":"Adv. Compl. Syst."},{"key":"7078_CR6","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1201\/b16999-21","volume-title":"Communications in Difference Equations","author":"U Krause","year":"2000","unstructured":"Krause U, A discrete nonlinear and non-automonous model of consensus formation. Eds. by Elaydi S, Ldas G, Popenda J, et al., Communications in Difference Equations, Gordon and Breach Publisher, Amsterdam, 2000, 227\u2013238."},{"issue":"3","key":"7078_CR7","first-page":"1","volume":"5","author":"R Hegselmann","year":"2002","unstructured":"Hegselmann R and Krause U, Opinion dynamics and bounded confidence models. analysis, and simulation, J. Artificial Societies and Social Simulation, 2002, 5(3): 1\u201333.","journal-title":"analysis, and simulation, J. Artificial Societies and Social Simulation"},{"issue":"21","key":"7078_CR8","doi-asserted-by":"crossref","first-page":"5289","DOI":"10.1016\/j.physa.2013.07.014","volume":"392","author":"J Zhang","year":"2013","unstructured":"Zhang J and Hong Y, Opinion evolution analysis for short-range and long-range Deffuant- Weisbuch models. Physica A: Statistical Mechanics and Its Applications, 2013, 392(21): 5289\u20135297.","journal-title":"Physica A: Statistical Mechanics and Its Applications"},{"key":"7078_CR9","doi-asserted-by":"crossref","first-page":"2106","DOI":"10.1109\/CDC.2014.7039709","volume-title":"Proceedings of the 53rd IEEE Conference on Decision and Control","author":"J Zhang","year":"2014","unstructured":"Zhang J and Hong Y, Fluctuation analysis of a long-range opinion dynamics. Proceedings of the 53rd IEEE Conference on Decision and Control, Los Angeles, CA, USA, 2014, 2106\u20132111."},{"issue":"26\u201327","key":"7078_CR10","doi-asserted-by":"crossref","first-page":"1787","DOI":"10.1016\/j.physleta.2014.04.070","volume":"378","author":"J Hu","year":"2014","unstructured":"Hu J and Zheng W X, Emergent collective behaviors on competition networks. Physics Letters A, 2014, 378(26\u201327): 1787\u20131796.","journal-title":"Physics Letters A"},{"key":"7078_CR11","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1126\/science.aag2624","volume":"354","author":"N Friedkin","year":"2016","unstructured":"Friedkin N, Proskurnikov A, Tempo R, et al., Network science on belief system dynamics under logic constraints. Science, 2016, 354: 321\u2013326.","journal-title":"Science"},{"issue":"3","key":"7078_CR12","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1137\/130913250","volume":"57","author":"P Jia","year":"2015","unstructured":"Jia P, Mirtabatabaei A, Friedkin N, et al., Opinion dynamics and the evolution of social power in influence networks. SIAM Rev., 2015, 57(3): 367\u2013397.","journal-title":"SIAM Rev."},{"issue":"3","key":"7078_CR13","first-page":"1","volume":"9","author":"R Hegselmann","year":"2006","unstructured":"Hegselmann R and Krause U, Truth and cognitive division of labour first steps towards a computer aided social epistemology. J. Artificial Societies and Social Simulation, 2006, 9(3): 1\u201328.","journal-title":"J. Artificial Societies and Social Simulation"},{"issue":"10","key":"7078_CR14","doi-asserted-by":"crossref","first-page":"1521","DOI":"10.1142\/S0129183106009850","volume":"17","author":"K Malarz","year":"2006","unstructured":"Malarz K, Truth seekers in opinion dynamics models. International Journal of Modern Physics C, 2006, 17(10): 1521\u20131524.","journal-title":"International Journal of Modern Physics C"},{"issue":"3","key":"7078_CR15","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MCS.2015.2406655","volume":"35","author":"N Friedkin","year":"2015","unstructured":"Friedkin N, The problem of social control and coordination of complex systems in sociology: A look at the community cleavage problem. Control Systems Magazine, 2015, 35(3): 40\u201351.","journal-title":"Control Systems Magazine"},{"issue":"10","key":"7078_CR16","doi-asserted-by":"crossref","first-page":"e1000959","DOI":"10.1371\/journal.pcbi.1000959","volume":"6","author":"M M\u00e4s","year":"2010","unstructured":"M\u00e4s M, Flache A, and Helbing D, Individualization as driving force of clustering phenomena in humans. PLoS Computational Biology, 2010, 6(10): e1000959.","journal-title":"PLoS Computational Biology"},{"issue":"6","key":"7078_CR17","doi-asserted-by":"crossref","first-page":"066113","DOI":"10.1103\/PhysRevE.85.066113","volume":"85","author":"S Grauwin","year":"2012","unstructured":"Grauwin S and Jensen P, Opinion group formation and dynamics: Structures that last from nonlasting entities. Phys. Rev. E, 2012, 85(6): 066113.","journal-title":"Phys. Rev. E"},{"issue":"1\u20132","key":"7078_CR18","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1007\/s10955-012-0635-2","volume":"151","author":"A Carro","year":"2013","unstructured":"Carro A, Toral R, and Miguel M, The role of noise and initial conditions in the asymptotic solution of a bounded confidence. continuous-opinion model, J. Statis. Phys., 2013, 151(1\u20132): 131\u2013149.","journal-title":"continuous-opinion model, J. Statis. Phys."},{"issue":"12","key":"7078_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1140\/epjb\/e2013-40777-7","volume":"86","author":"M Pineda","year":"2013","unstructured":"Pineda M, Toral R, and Hern\u00e1ndez-Garc\u00eda E, The noisy Hegselmann-Krause model for opinion dynamics. Eur. Phys. J. B, 2013, 86(12): 1\u201310.","journal-title":"Eur. Phys. J. B"},{"key":"7078_CR20","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1016\/j.automatica.2017.08.008","volume":"85","author":"W Su","year":"2017","unstructured":"Su W, Chen G, and Hong Y, Noise leads to quasi-consensus of Hegselmann-Krause opinion dynamics. Automatica, 2017, 85: 448\u2013454.","journal-title":"Automatica"},{"issue":"11","key":"7078_CR21","doi-asserted-by":"crossref","first-page":"2586","DOI":"10.1109\/TAC.2009.2031211","volume":"54","author":"V D Blondel","year":"2009","unstructured":"Blondel V D, Hendrickx J M, and Tsitsiklis J N, On Krause\u2019s multi-agent consensus model with state-dependent connectivity. IEEE Trans. Autom. Control, 2009, 54(11): 2586\u20132597.","journal-title":"IEEE Trans. Autom. Control"},{"key":"7078_CR22","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-1950-7","volume-title":"Probability Theory: Independence, Interchangeability, Martingales","author":"Y Chow","year":"1997","unstructured":"Chow Y and Teicher H, Probability Theory: Independence, Interchangeability, Martingales, Springer Science & Business Media, 1997."}],"container-title":["Journal of Systems Science and Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11424-017-7078-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-017-7078-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-017-7078-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,4,19]],"date-time":"2018-04-19T13:43:37Z","timestamp":1524145417000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11424-017-7078-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,17]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,8]]}},"alternative-id":["7078"],"URL":"https:\/\/doi.org\/10.1007\/s11424-017-7078-4","relation":{},"ISSN":["1009-6124","1559-7067"],"issn-type":[{"value":"1009-6124","type":"print"},{"value":"1559-7067","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,17]]}}}