{"id":"https://openalex.org/W2296126341","doi":"https://doi.org/10.1109/tnse.2016.2523798","title":"On the Interplay Between Individuals\u2019 Evolving Interaction Patterns and Traits in Dynamic Multiplex Social Networks","display_name":"On the Interplay Between Individuals\u2019 Evolving Interaction Patterns and Traits in Dynamic Multiplex Social Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2296126341","doi":"https://doi.org/10.1109/tnse.2016.2523798","mag":"2296126341"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2016.2523798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2016.2523798","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","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/A5041574770","display_name":"Lei Meng","orcid":"https://orcid.org/0000-0003-2672-8406"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lei Meng","raw_affiliation_strings":["Department of Computer Science and Engineering, Wireless Institute, University of Notre Dame, Notre Dame, IN"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Wireless Institute, University of Notre Dame, Notre Dame, IN","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015668746","display_name":"Yuriy Hulovatyy","orcid":null},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuriy Hulovatyy","raw_affiliation_strings":["Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, ECK Institute of Global Health, University of Notre Dame, Notre Dame, IN"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, ECK Institute of Global Health, University of Notre Dame, Notre Dame, IN","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048928683","display_name":"Aaron Striegel","orcid":"https://orcid.org/0000-0002-3157-2859"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Striegel","raw_affiliation_strings":["Department of Computer Science and Engineering, Wireless Institute, University of Notre Dame, Notre Dame, IN"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Wireless Institute, University of Notre Dame, Notre Dame, IN","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042457126","display_name":"Tijana Milenkovi\u0107","orcid":"https://orcid.org/0000-0002-8023-6907"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tijana Milenkovic","raw_affiliation_strings":["Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, ECK Institute of Global Health, University of Notre Dame, Notre Dame, IN"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, ECK Institute of Global Health, University of Notre Dame, Notre Dame, IN","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041574770"],"corresponding_institution_ids":["https://openalex.org/I107639228"],"apc_list":null,"apc_paid":null,"fwci":2.6518,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90054185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"32","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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":0.9818000197410583,"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/multiplex","display_name":"Multiplex","score":0.7442225217819214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5173746943473816},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16424918174743652},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12951847910881042}],"concepts":[{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.7442225217819214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5173746943473816},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16424918174743652},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12951847910881042}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2016.2523798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2016.2523798","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2102808232","display_name":null,"funder_award_id":"CCF-1319469","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4276854714","display_name":null,"funder_award_id":"IIS-0968529","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6842495685","display_name":null,"funder_award_id":"CCF-1452795","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W87832325","https://openalex.org/W1671906456","https://openalex.org/W1900217900","https://openalex.org/W1970545454","https://openalex.org/W1973486624","https://openalex.org/W1973872977","https://openalex.org/W1974219242","https://openalex.org/W1976969221","https://openalex.org/W1988938785","https://openalex.org/W1991907198","https://openalex.org/W2001673433","https://openalex.org/W2003866634","https://openalex.org/W2017546741","https://openalex.org/W2017975254","https://openalex.org/W2025266141","https://openalex.org/W2027807869","https://openalex.org/W2030509747","https://openalex.org/W2049966951","https://openalex.org/W2050153214","https://openalex.org/W2053603403","https://openalex.org/W2056068852","https://openalex.org/W2058818389","https://openalex.org/W2058996704","https://openalex.org/W2061605487","https://openalex.org/W2072701859","https://openalex.org/W2074617510","https://openalex.org/W2076328887","https://openalex.org/W2078844161","https://openalex.org/W2082378938","https://openalex.org/W2086469521","https://openalex.org/W2098166026","https://openalex.org/W2110161496","https://openalex.org/W2111708605","https://openalex.org/W2111896942","https://openalex.org/W2115022330","https://openalex.org/W2118745042","https://openalex.org/W2121761994","https://openalex.org/W2124375295","https://openalex.org/W2128623648","https://openalex.org/W2128891547","https://openalex.org/W2129025140","https://openalex.org/W2130354913","https://openalex.org/W2130815877","https://openalex.org/W2135609688","https://openalex.org/W2135945534","https://openalex.org/W2137793309","https://openalex.org/W2145977038","https://openalex.org/W2149288670","https://openalex.org/W2149780759","https://openalex.org/W2149910108","https://openalex.org/W2150739536","https://openalex.org/W2151936673","https://openalex.org/W2161174387","https://openalex.org/W2162691596","https://openalex.org/W2167467982","https://openalex.org/W2187684884","https://openalex.org/W2296594304","https://openalex.org/W2494034525","https://openalex.org/W2952695746","https://openalex.org/W2965478150","https://openalex.org/W2997134027","https://openalex.org/W3003141074","https://openalex.org/W3037826211","https://openalex.org/W3098164384","https://openalex.org/W4241184565","https://openalex.org/W4252458816","https://openalex.org/W6686548110"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,21],"interplay":[1,105],"between":[2,106],"individuals\u2019":[3],"social":[4,18,114],"interactions":[5],"and":[6,26,50,90,109,121,160],"traits":[7,110],"has":[8,31],"been":[9,156],"studied":[10,157],"extensively":[11],"but":[12],"traditionally":[13],"from":[14],"static":[15,143],"or":[16],"homogeneous":[17],"network":[19,29,115,144],"perspectives.":[20],"recent":[22],"availability":[23],"of":[24,35,67],"dynamic":[25],"heterogeneous":[27],"(multiplex)":[28],"data":[30,48],"introduced":[32],"a":[33,57,65,138],"variety":[34,66],"new":[36],"challenges.":[37],"Critically,":[38],"novel":[39,164],"computational":[40,58],"models":[41],"are":[42],"needed":[43],"that":[44,60,132,153],"can":[45],"cope":[46],"with":[47,81,86,95],"dynamics":[49],"heterogeneity.":[51],"In":[52,147],"this":[53],"paper,":[54],"we":[55,125,149],"introduce":[56],"framework":[59,101,129],"is":[61],"broadly":[62],"applicable":[63],"to":[64,102,158,163],"dynamic,":[68],"multiplex":[69],"domains,":[70],"which":[71],"focuses":[72],"on:":[73],"1)":[74],"measuring":[75],"changes":[76],"in":[77,111],"node":[78],"interaction":[79],"patterns":[80],"time,":[82],"2)":[83],"clustering":[84],"nodes":[85],"similar":[87],"evolving":[88,107],"patterns,":[89],"3)":[91],"linking":[92],"the":[93,100,104],"clusters":[94],"trait":[96],"similarities.":[97],"We":[98],"apply":[99],"study":[103],"topology":[108],"an":[112],"18-month":[113],"dataset":[116],"encompassing":[117],"both":[118],"digital":[119],"communications":[120],"co-location":[122],"instances.":[123],"Notably,":[124],"demonstrate":[126],"how":[127],"our":[128],"captures":[130],"results":[131],"would":[133],"otherwise":[134],"be":[135],"missed":[136],"by":[137,166],"simpler":[139],"approach":[140],"such":[141],"as":[142],"analysis":[145],"alone.":[146],"addition,":[148],"uncover":[150],"network-trait":[151],"interplays":[152],"have":[154],"not":[155],"date":[159],"could":[161],"lead":[162],"insights":[165],"domain":[167],"scientists.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}