{"id":"https://openalex.org/W3090415065","doi":"https://doi.org/10.1007/978-3-030-65347-7_19","title":"Complex Network Analysis of North American Institutions of Higher Education on Twitter","display_name":"Complex Network Analysis of North American Institutions of Higher Education on Twitter","publication_year":2020,"publication_date":"2020-12-19","ids":{"openalex":"https://openalex.org/W3090415065","doi":"https://doi.org/10.1007/978-3-030-65347-7_19","mag":"3090415065"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-65347-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-65347-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.31235/osf.io/c3nhf_v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078357516","display_name":"Dmitry Zinoviev","orcid":"https://orcid.org/0000-0002-8008-0893"},"institutions":[{"id":"https://openalex.org/I24306055","display_name":"Suffolk University","ror":"https://ror.org/05y50nr98","country_code":"US","type":"education","lineage":["https://openalex.org/I24306055"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dmitry Zinoviev","raw_affiliation_strings":["Suffolk University, Boston, USA","Suffolk University ,"],"affiliations":[{"raw_affiliation_string":"Suffolk University, Boston, USA","institution_ids":["https://openalex.org/I24306055"]},{"raw_affiliation_string":"Suffolk University ,","institution_ids":["https://openalex.org/I24306055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033165780","display_name":"Shana Cote","orcid":null},"institutions":[{"id":"https://openalex.org/I24306055","display_name":"Suffolk University","ror":"https://ror.org/05y50nr98","country_code":"US","type":"education","lineage":["https://openalex.org/I24306055"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shana Cote","raw_affiliation_strings":["Suffolk University, Boston, USA","Suffolk University ,"],"affiliations":[{"raw_affiliation_string":"Suffolk University, Boston, USA","institution_ids":["https://openalex.org/I24306055"]},{"raw_affiliation_string":"Suffolk University ,","institution_ids":["https://openalex.org/I24306055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017299823","display_name":"Robert D\u00edaz","orcid":null},"institutions":[{"id":"https://openalex.org/I24306055","display_name":"Suffolk University","ror":"https://ror.org/05y50nr98","country_code":"US","type":"education","lineage":["https://openalex.org/I24306055"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert D\u00edaz","raw_affiliation_strings":["Suffolk University, Boston, USA","Suffolk University ,"],"affiliations":[{"raw_affiliation_string":"Suffolk University, Boston, USA","institution_ids":["https://openalex.org/I24306055"]},{"raw_affiliation_string":"Suffolk University ,","institution_ids":["https://openalex.org/I24306055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078357516"],"corresponding_institution_ids":["https://openalex.org/I24306055"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12067028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9886000156402588,"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":0.9886000156402588,"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/T10557","display_name":"Social Media and Politics","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9495000243186951,"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/homophily","display_name":"Homophily","score":0.8894516229629517},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.7163406610488892},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6750918030738831},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5246341824531555},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.411478728055954},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3528711497783661},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3314007520675659},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3223974406719208},{"id":"https://openalex.org/keywords/demographic-economics","display_name":"Demographic economics","score":0.3223814070224762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2847084701061249},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2292926013469696},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19692343473434448},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.1799498200416565},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1461046040058136},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14222118258476257},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09518498182296753},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08824896812438965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06876850128173828}],"concepts":[{"id":"https://openalex.org/C2779812341","wikidata":"https://www.wikidata.org/wiki/Q5891525","display_name":"Homophily","level":2,"score":0.8894516229629517},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.7163406610488892},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6750918030738831},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5246341824531555},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.411478728055954},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3528711497783661},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3314007520675659},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3223974406719208},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.3223814070224762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2847084701061249},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2292926013469696},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19692343473434448},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1799498200416565},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1461046040058136},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14222118258476257},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09518498182296753},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08824896812438965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06876850128173828}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-65347-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-65347-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"doi:10.31235/osf.io/c3nhf_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31235/osf.io/c3nhf_v1","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"mag:3090415065","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2010.01209.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2010.01209","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.01209","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.31235/osf.io/c3nhf_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31235/osf.io/c3nhf_v1","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W289419902","https://openalex.org/W950821216","https://openalex.org/W2061901927","https://openalex.org/W2078079354","https://openalex.org/W2130354913","https://openalex.org/W2131681506","https://openalex.org/W2151936673","https://openalex.org/W2258506670","https://openalex.org/W2496459513","https://openalex.org/W2614149683","https://openalex.org/W2750451433","https://openalex.org/W2763556758","https://openalex.org/W2963378502","https://openalex.org/W2980653751","https://openalex.org/W3007059486","https://openalex.org/W6602599914","https://openalex.org/W6605889743"],"related_works":["https://openalex.org/W2095032164","https://openalex.org/W2792639309","https://openalex.org/W2883606428","https://openalex.org/W2614149683","https://openalex.org/W3133516398","https://openalex.org/W2950252383","https://openalex.org/W3125579480","https://openalex.org/W2793825656","https://openalex.org/W2038463383","https://openalex.org/W842912917","https://openalex.org/W2924803446","https://openalex.org/W2220601780","https://openalex.org/W1810114656","https://openalex.org/W2794398924","https://openalex.org/W3090822647","https://openalex.org/W2794569086","https://openalex.org/W2313417932","https://openalex.org/W3163320838","https://openalex.org/W1493533197","https://openalex.org/W2891228679"],"abstract_inverted_index":{"North":[0],"American":[1],"institutions":[2],"of":[3,31,41,49,58,61],"higher":[4],"education":[5],"(IHEs):":[6],"universities,":[7],"4-":[8],"and":[9,12,19,76,80,87,112],"2-year":[10],"colleges,":[11],"trade":[13],"schools":[14],"--":[15,79,99],"are":[16],"highly":[17],"active":[18],"well-followed":[20],"on":[21,46,64],"Twitter.":[22,65],"An":[23],"IHE":[24,43],"Twitter":[25],"account":[26],"averages":[27],"20,000":[28],"subscribers.":[29],"Many":[30],"them":[32],"follow":[33,104],"more":[34],"than":[35],"one":[36],"IHE,":[37],"allowing":[38],"the":[39,47,56,71,92],"construction":[40],"an":[42],"network":[44,60,72],"based":[45],"number":[48],"co-followers.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,108],"explore":[55],"structure":[57,95],"a":[59],"1,435":[62],"IHEs":[63],"We":[66,90],"discovered":[67],"significant":[68],"correlations":[69],"between":[70],"attributes:":[73],"various":[74],"centralities":[75],"clustering":[77],"coefficients":[78],"IHEs'":[81],"attributes,":[82],"such":[83,100],"as":[84],"enrollment,":[85],"tuition,":[86],"religious/racial/gender":[88],"affiliations.":[89],"uncovered":[91],"network's":[93],"community":[94],"linked":[96],"to":[97,121],"homophily":[98],"that":[101,117],"similar":[102,105],"followers":[103],"colleges.":[106],"Additionally,":[107],"analyzed":[109],"followers'":[110],"self-descriptions":[111],"identified":[113],"12":[114],"overlapping":[115],"topics":[116],"can":[118],"be":[119],"traced":[120],"their":[122],"group":[123],"identities.":[124]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-10-08T00:00:00"}
