{"id":"https://openalex.org/W2080861976","doi":"https://doi.org/10.1142/s0219525910002438","title":"OPINION DYNAMICS AND COMMUNICATION NETWORKS","display_name":"OPINION DYNAMICS AND COMMUNICATION NETWORKS","publication_year":2010,"publication_date":"2010-02-01","ids":{"openalex":"https://openalex.org/W2080861976","doi":"https://doi.org/10.1142/s0219525910002438","mag":"2080861976"},"language":"en","primary_location":{"id":"doi:10.1142/s0219525910002438","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525910002438","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067907907","display_name":"Sven Banisch","orcid":"https://orcid.org/0000-0002-1263-580X"},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"SVEN BANISCH","raw_affiliation_strings":["Faculty of Media, Bauhaus\u2013University Weimar, D-99421 Weimar, Germany","Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","Research Unit on Complexity in Economics (UECE), ISEG, TULisbon, 1200-781 Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculty of Media, Bauhaus\u2013University Weimar, D-99421 Weimar, Germany","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Research Unit on Complexity in Economics (UECE), ISEG, TULisbon, 1200-781 Lisbon, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072243275","display_name":"Tanya Ara\u00fajo","orcid":"https://orcid.org/0000-0001-6993-7043"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"TANYA ARA\u00daJO","raw_affiliation_strings":["Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","Research Unit on Complexity in Economics (UECE), ISEG, TULisbon, 1200-781 Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Research Unit on Complexity in Economics (UECE), ISEG, TULisbon, 1200-781 Lisbon, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056739169","display_name":"Jorge Lou\u00e7\u00e3","orcid":"https://orcid.org/0000-0003-4766-5627"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"JORGE LOU\u00c7\u00c3","raw_affiliation_strings":["Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","Laboratory of Agent Modelling (LabMAg), ISCTE, 1649-026 Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Institute for Complexity Science (ICC), 1649-026 Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Agent Modelling (LabMAg), ISCTE, 1649-026 Lisbon, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067907907"],"corresponding_institution_ids":["https://openalex.org/I51441396"],"apc_list":null,"apc_paid":null,"fwci":1.881,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.86786192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"01","first_page":"95","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.6419959664344788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5414327383041382},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5262792706489563},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5002386569976807},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4905523657798767},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.4861392676830292},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4672425091266632},{"id":"https://openalex.org/keywords/human-dynamics","display_name":"Human dynamics","score":0.4488527774810791},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4451425075531006},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4302593469619751},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.41447341442108154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27879512310028076},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.25711679458618164},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1969519555568695},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17860987782478333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14827093482017517},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.12390398979187012},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1170053780078888}],"concepts":[{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.6419959664344788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5414327383041382},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5262792706489563},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5002386569976807},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4905523657798767},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.4861392676830292},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4672425091266632},{"id":"https://openalex.org/C151915977","wikidata":"https://www.wikidata.org/wiki/Q5937740","display_name":"Human dynamics","level":2,"score":0.4488527774810791},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4451425075531006},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4302593469619751},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41447341442108154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27879512310028076},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.25711679458618164},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1969519555568695},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17860987782478333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14827093482017517},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.12390398979187012},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1170053780078888},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219525910002438","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219525910002438","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:acsxxx:v:13:y:2010:i:01:n:s0219525910002438","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219525910002438","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W638149299","https://openalex.org/W1493559320","https://openalex.org/W1905710691","https://openalex.org/W1979119178","https://openalex.org/W1981808730","https://openalex.org/W1991442303","https://openalex.org/W1995410068","https://openalex.org/W1996250136","https://openalex.org/W2009200104","https://openalex.org/W2013517049","https://openalex.org/W2039473144","https://openalex.org/W2047863574","https://openalex.org/W2058105398","https://openalex.org/W2079865871","https://openalex.org/W2083689991","https://openalex.org/W2121239718","https://openalex.org/W2124637492","https://openalex.org/W2127370463","https://openalex.org/W2149055390","https://openalex.org/W2151789396","https://openalex.org/W2157300266","https://openalex.org/W2157579446","https://openalex.org/W2737920789","https://openalex.org/W2983207240","https://openalex.org/W3100205413","https://openalex.org/W3104398963","https://openalex.org/W3121477577","https://openalex.org/W3125330064","https://openalex.org/W3196202031","https://openalex.org/W4234728829"],"related_works":["https://openalex.org/W2390025478","https://openalex.org/W2017849667","https://openalex.org/W1992774762","https://openalex.org/W47470714","https://openalex.org/W3007491431","https://openalex.org/W2393276407","https://openalex.org/W3125380556","https://openalex.org/W1587182924","https://openalex.org/W2999398081","https://openalex.org/W4384518057"],"abstract_inverted_index":{"This":[0],"paper":[1],"examines":[2],"the":[3,34,37,57,85,95,116,124,131,137],"interplay":[4],"of":[5,26,56,67,79,87],"opinion":[6,14,38],"exchange":[7],"dynamics":[8],"and":[9,71,91,100,120,147],"communication":[10,125,170],"network":[11,126],"formation.":[12],"An":[13],"formation":[15],"procedure":[16],"is":[17,20,40,59,82,128],"introduced":[18],"which":[19],"based":[21],"on":[22,50],"an":[23],"abstract":[24],"representation":[25],"opinions":[27,70,99],"as":[28],"k-dimensional":[29],"bit-strings.":[30],"Individuals":[31],"interact":[32],"if":[33],"difference":[35],"in":[36,64],"strings":[39],"below":[41],"a":[42,65],"defined":[43],"similarity":[44],"threshold":[45],"d":[46,51,89],"I":[47,52,90],".":[48],"Depending":[49],",":[53],"different":[54],"behavior":[55],"population":[58],"observed:":[60],"low":[61],"values":[62,73,86],"result":[63],"state":[66],"highly":[68],"fragmented":[69,98],"higher":[72],"yield":[74],"consensus.":[75],"The":[76,139],"first":[77,113],"contribution":[78],"this":[80,108],"research":[81],"to":[83,164],"identify":[84],"parameters":[88],"k,":[92],"such":[93],"that":[94,127,133,150],"transition":[96,109],"between":[97],"homogeneity":[101],"takes":[102],"place.":[103],"Then,":[104],"we":[105,148],"look":[106],"at":[107],"from":[110,155],"two":[111],"perspectives:":[112],"by":[114,122,130,144],"studying":[115],"group":[117],"size":[118],"distribution":[119],"second":[121],"analyzing":[123],"formed":[129],"interactions":[132],"take":[134],"place":[135],"during":[136],"simulation.":[138],"emerging":[140],"networks":[141,162],"are":[142],"classified":[143],"statistical":[145],"means":[146],"find":[149],"nontrivial":[151],"social":[152],"structures":[153],"emerge":[154],"simple":[156],"rules":[157],"for":[158],"individual":[159],"communication.":[160],"Generating":[161],"allows":[163],"compare":[165],"model":[166],"outcomes":[167],"with":[168],"real-world":[169],"patterns.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}