{"id":"https://openalex.org/W3196499916","doi":"https://doi.org/10.1177/01655515211040655","title":"Global scientific collaboration: A social network analysis and data mining of the co-authorship networks","display_name":"Global scientific collaboration: A social network analysis and data mining of the co-authorship networks","publication_year":2021,"publication_date":"2021-08-30","ids":{"openalex":"https://openalex.org/W3196499916","doi":"https://doi.org/10.1177/01655515211040655","mag":"3196499916"},"language":"en","primary_location":{"id":"doi:10.1177/01655515211040655","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01655515211040655","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5055444702","display_name":"Alireza Isfandyari\u2010Moghaddam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089026","display_name":"Islamic Azad University of Hamedan","ror":"https://ror.org/007zpd132","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210089026"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Isfandyari-Moghaddam","raw_affiliation_strings":["Department of Knowledge and Information Science, Hamedan Branch, Islamic Azad University, Hamedan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge and Information Science, Hamedan Branch, Islamic Azad University, Hamedan, Iran","institution_ids":["https://openalex.org/I4210089026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008587379","display_name":"Mohammad Karim Saberi","orcid":"https://orcid.org/0000-0002-2471-0408"},"institutions":[{"id":"https://openalex.org/I112312016","display_name":"Hamedan University of Medical Sciences","ror":"https://ror.org/02ekfbp48","country_code":"IR","type":"education","lineage":["https://openalex.org/I112312016"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Karim Saberi","raw_affiliation_strings":["Department of Medical Library and Information Sciences, School of Paramedicine, Hamadan University of Medical Sciences, Hamadan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-2471-0408","affiliations":[{"raw_affiliation_string":"Department of Medical Library and Information Sciences, School of Paramedicine, Hamadan University of Medical Sciences, Hamadan, Iran","institution_ids":["https://openalex.org/I112312016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045781185","display_name":"Safieh Tahmasebi-Limoni","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573191","display_name":"Islamic Azad University, Babol","ror":"https://ror.org/00pwbq328","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573191"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Safieh Tahmasebi-Limoni","raw_affiliation_strings":["Department of Knowledge and Information Science, Babol Branch, Islamic Azad University, Babol, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge and Information Science, Babol Branch, Islamic Azad University, Babol, Iran","institution_ids":["https://openalex.org/I4400573191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053995474","display_name":"Sajjad Mohammadian","orcid":"https://orcid.org/0000-0002-4513-8607"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sajjad Mohammadian","raw_affiliation_strings":["Department of Knowledge and Information Science, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge and Information Science, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037772483","display_name":"Farahnaz Naderbeigi","orcid":"https://orcid.org/0000-0002-2826-4003"},"institutions":[{"id":"https://openalex.org/I4210089026","display_name":"Islamic Azad University of Hamedan","ror":"https://ror.org/007zpd132","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210089026"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farahnaz Naderbeigi","raw_affiliation_strings":["Department of Knowledge and Information Science, Hamedan Branch, Islamic Azad University, Hamedan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-2826-4003","affiliations":[{"raw_affiliation_string":"Department of Knowledge and Information Science, Hamedan Branch, Islamic Azad University, Hamedan, Iran","institution_ids":["https://openalex.org/I4210089026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008587379"],"corresponding_institution_ids":["https://openalex.org/I112312016"],"apc_list":null,"apc_paid":null,"fwci":2.3479,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9593947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"49","issue":"4","first_page":"1126","last_page":"1141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9904999732971191,"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/T13976","display_name":"Web visibility and informetrics","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.7082551121711731},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.6855104565620422},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5415127873420715},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.4927227795124054},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4739411175251007},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.46129003167152405},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.45593565702438354},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4448346495628357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4355786442756653},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39311015605926514},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23323649168014526},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.23192039132118225},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.093700110912323}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7082551121711731},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.6855104565620422},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5415127873420715},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.4927227795124054},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4739411175251007},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.46129003167152405},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.45593565702438354},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4448346495628357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4355786442756653},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39311015605926514},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23323649168014526},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.23192039132118225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.093700110912323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01655515211040655","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01655515211040655","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W591121397","https://openalex.org/W1209585085","https://openalex.org/W1529812358","https://openalex.org/W1546171873","https://openalex.org/W1940455963","https://openalex.org/W1949569492","https://openalex.org/W1963659802","https://openalex.org/W1973941029","https://openalex.org/W1975481210","https://openalex.org/W1986770435","https://openalex.org/W1996807062","https://openalex.org/W1998942451","https://openalex.org/W1999759269","https://openalex.org/W2001213194","https://openalex.org/W2005234471","https://openalex.org/W2008185869","https://openalex.org/W2008529311","https://openalex.org/W2008563183","https://openalex.org/W2036779730","https://openalex.org/W2040503185","https://openalex.org/W2041047808","https://openalex.org/W2050860843","https://openalex.org/W2070809500","https://openalex.org/W2082210243","https://openalex.org/W2084912185","https://openalex.org/W2088655879","https://openalex.org/W2089085915","https://openalex.org/W2090192962","https://openalex.org/W2101782079","https://openalex.org/W2115019586","https://openalex.org/W2119959310","https://openalex.org/W2124407761","https://openalex.org/W2127775997","https://openalex.org/W2150942491","https://openalex.org/W2153736474","https://openalex.org/W2153917061","https://openalex.org/W2167872491","https://openalex.org/W2170662556","https://openalex.org/W2176038961","https://openalex.org/W2246878462","https://openalex.org/W2253022388","https://openalex.org/W2263945137","https://openalex.org/W2298470873","https://openalex.org/W2300346811","https://openalex.org/W2310206739","https://openalex.org/W2321661866","https://openalex.org/W2344469150","https://openalex.org/W2395923824","https://openalex.org/W2488172819","https://openalex.org/W2499588588","https://openalex.org/W2550485408","https://openalex.org/W2553042576","https://openalex.org/W2566522375","https://openalex.org/W2570474767","https://openalex.org/W2622493130","https://openalex.org/W2754287308","https://openalex.org/W2760353728","https://openalex.org/W2762566243","https://openalex.org/W2767520855","https://openalex.org/W2771980389","https://openalex.org/W2772882277","https://openalex.org/W2806306347","https://openalex.org/W2810721945","https://openalex.org/W2904833507","https://openalex.org/W2943861600","https://openalex.org/W2953135296","https://openalex.org/W2983140593","https://openalex.org/W2998849680","https://openalex.org/W3099102601","https://openalex.org/W4241045576","https://openalex.org/W6987304215"],"related_works":["https://openalex.org/W2775281403","https://openalex.org/W2111828149","https://openalex.org/W2525684585","https://openalex.org/W2769306272","https://openalex.org/W4386562244","https://openalex.org/W2126991419","https://openalex.org/W2611574733","https://openalex.org/W2017965876","https://openalex.org/W3007305076","https://openalex.org/W1663961612"],"abstract_inverted_index":{"Co-authorship":[0],"networks":[1,14,20,42,158],"consist":[2],"of":[3,11,28,39,43,53,66,69,73,82,133,159,169,188,244,248,269,294,310],"nodes":[4],"and":[5,22,59,105,117,142,150,162,205,222,227,231,233,236,274,282],"numerous":[6],"links":[7,219],"indicating":[8],"scientific":[9,54,80],"collaboration":[10,67,170,218,295,311],"researchers.":[12],"These":[13],"could":[15],"be":[16],"studied":[17,177],"through":[18,178],"social":[19],"analysis":[21,38],"data":[23,128,183,240],"mining":[24],"techniques.":[25],"The":[26,107,181,238,256,292],"focus":[27],"the":[29,33,37,40,44,50,57,60,64,83,100,111,119,160,167,194,200,208,215,223,225,229,234,245,249,267,270,275,286,303],"article":[30],"is":[31,36,63,176],"twofold:":[32],"first":[34,112],"objective":[35],"co-authorship":[41,138,157],"top":[45,84,195,246,287],"60":[46,85,196],"countries":[47,86,161,247,271],"that":[48,185,242,260,302],"had":[49],"highest":[51],"number":[52],"publications":[55,81],"in":[56,87,99,110,118,172,252,266,285,297,306],"world,":[58],"second":[61,120],"one":[62],"discovery":[65,168],"patterns":[68,171,312],"highly":[70,94,124,173,298,315],"cited":[71,95,125,174,299,316],"papers":[72,96,175,300],"these":[74],"countries.":[75,197],"To":[76,136],"do":[77],"so,":[78],"all":[79,88],"fields":[89],"as":[90,92],"well":[91],"their":[93],"were":[97,129,145,153,251],"included":[98,114],"study":[101],"period":[102],"between":[103,220],"2011":[104],"2015.":[106],"research":[108,182],"samples":[109],"part":[113,121],"10,460,999":[115],"documents":[116,189],"encompassed":[122],"711,025":[123],"papers.":[126,317],"Required":[127],"extracted":[130],"from":[131],"web":[132],"science":[134],"database.":[135],"analyse":[137],"networks,":[139],"centrality":[140],"indices":[141],"clustering":[143,239],"coefficient":[144],"used.":[146],"UCINET,":[147],"Pajek,":[148],"VOSviewer":[149],"BibExcel":[151],"software":[152],"used":[154],"to":[155,163],"map":[156],"calculate":[164],"indices.":[165],"Finally,":[166],"association":[179],"rules.":[180],"indicated":[184,241,301],"over":[186],"95%":[187],"has":[190],"been":[191,214],"produced":[192],"by":[193],"In":[198],"addition,":[199],"USA,":[201,224,276],"Germany,":[202,232,279],"England,":[203,228,278],"France":[204],"Spain":[206],"launched":[207],"most":[209,216],"co-authorship.":[210],"Quantitatively,":[211],"there":[212,261],"have":[213],"powerful":[217],"China":[221],"USA":[226,230,235,304],"Canada.":[237],"collaborations":[243],"world":[250],"three":[253],"main":[254],"clusters.":[255],"Friedman":[257],"test":[258],"showed":[259],"was":[262],"a":[263],"significant":[264],"difference":[265],"priorities":[268],"for":[272,289,313],"collaboration;":[273],"China,":[277],"France,":[280],"Japan":[281],"Italy":[283],"are":[284],"priority":[288],"collaboration,":[290],"respectively.":[291],"results":[293],"pattern":[296],"participates":[305],"more":[307],"than":[308],"half":[309],"producing":[314]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6}],"updated_date":"2026-05-05T06:06:40.768181","created_date":"2025-10-10T00:00:00"}
