{"id":"https://openalex.org/W4417162170","doi":"https://doi.org/10.1016/j.ipm.2025.104546","title":"Analyzing cross-platform academic networking behavior: Methods and insights on institutional affiliations and user clustering","display_name":"Analyzing cross-platform academic networking behavior: Methods and insights on institutional affiliations and user clustering","publication_year":2025,"publication_date":"2025-12-09","ids":{"openalex":"https://openalex.org/W4417162170","doi":"https://doi.org/10.1016/j.ipm.2025.104546"},"language":"en","primary_location":{"id":"doi:10.1016/j.ipm.2025.104546","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ipm.2025.104546","pdf_url":null,"source":{"id":"https://openalex.org/S174847851","display_name":"Information Processing & Management","issn_l":"0306-4573","issn":["0306-4573","1873-5371"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing & Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ipm.2025.104546","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000239414","display_name":"Weiwei Yan","orcid":"https://orcid.org/0000-0001-6688-3393"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiwei Yan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6688-3393","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049116523","display_name":"Yanyan Wang","orcid":"https://orcid.org/0009-0002-5386-7292"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanyan Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-5386-7292","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103625043","display_name":"Jeongyong Song","orcid":"https://orcid.org/0009-0002-5357-377X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiahui Song","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-5357-377X","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079327088","display_name":"Yin Zhang","orcid":"https://orcid.org/0000-0002-6611-2094"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yin Zhang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6611-2094","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5079327088"],"corresponding_institution_ids":[],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":{"value":3220,"currency":"USD","value_usd":3220},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48205867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":"3","first_page":"104546","last_page":"104546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.5435000061988831,"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"}},"topics":[{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.5435000061988831,"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"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.13779999315738678,"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":0.0494999997317791,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.501800000667572},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.33079999685287476},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.32659998536109924},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3100999891757965},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.3084000051021576},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2989000082015991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5789999961853027},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.501800000667572},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4101000130176544},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40299999713897705},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39809998869895935},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3084000051021576},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.27079999446868896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2646999955177307},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ipm.2025.104546","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ipm.2025.104546","pdf_url":null,"source":{"id":"https://openalex.org/S174847851","display_name":"Information Processing & Management","issn_l":"0306-4573","issn":["0306-4573","1873-5371"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing & Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ipm.2025.104546","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ipm.2025.104546","pdf_url":null,"source":{"id":"https://openalex.org/S174847851","display_name":"Information Processing & Management","issn_l":"0306-4573","issn":["0306-4573","1873-5371"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing & Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6308519343","display_name":null,"funder_award_id":"72374159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":126,"referenced_works":["https://openalex.org/W1567406843","https://openalex.org/W1915912712","https://openalex.org/W1940908109","https://openalex.org/W1995875735","https://openalex.org/W2011044371","https://openalex.org/W2052871303","https://openalex.org/W2062151393","https://openalex.org/W2113800507","https://openalex.org/W2120974743","https://openalex.org/W2461526226","https://openalex.org/W2471459742","https://openalex.org/W2560528432","https://openalex.org/W2588027260","https://openalex.org/W2594272657","https://openalex.org/W2604712504","https://openalex.org/W2618451772","https://openalex.org/W2731732803","https://openalex.org/W2747772936","https://openalex.org/W2793825656","https://openalex.org/W2803640008","https://openalex.org/W2806420515","https://openalex.org/W2893849561","https://openalex.org/W2897668424","https://openalex.org/W2898994601","https://openalex.org/W2901701235","https://openalex.org/W2902189061","https://openalex.org/W2910495629","https://openalex.org/W2912757789","https://openalex.org/W2918171927","https://openalex.org/W2922069613","https://openalex.org/W2927262684","https://openalex.org/W2941184470","https://openalex.org/W2946053197","https://openalex.org/W2963392163","https://openalex.org/W2973659375","https://openalex.org/W2973726786","https://openalex.org/W3000732351","https://openalex.org/W3006108372","https://openalex.org/W3017070982","https://openalex.org/W3033247292","https://openalex.org/W3036412149","https://openalex.org/W3040739755","https://openalex.org/W3085524479","https://openalex.org/W3091441893","https://openalex.org/W3093048887","https://openalex.org/W3093162091","https://openalex.org/W3093662183","https://openalex.org/W3095982673","https://openalex.org/W3096157197","https://openalex.org/W3102559441","https://openalex.org/W3109380905","https://openalex.org/W3116944756","https://openalex.org/W3120666730","https://openalex.org/W3122812581","https://openalex.org/W3128585438","https://openalex.org/W3128589092","https://openalex.org/W3133423348","https://openalex.org/W3135699401","https://openalex.org/W3155283298","https://openalex.org/W3158866381","https://openalex.org/W3164046544","https://openalex.org/W3165470990","https://openalex.org/W3171825701","https://openalex.org/W3172581914","https://openalex.org/W3176781060","https://openalex.org/W3201631526","https://openalex.org/W3202242108","https://openalex.org/W3202664189","https://openalex.org/W3205970885","https://openalex.org/W3206435655","https://openalex.org/W4200144920","https://openalex.org/W4200454904","https://openalex.org/W4206372844","https://openalex.org/W4206723605","https://openalex.org/W4206778013","https://openalex.org/W4206957470","https://openalex.org/W4210666477","https://openalex.org/W4210842499","https://openalex.org/W4220921404","https://openalex.org/W4223509813","https://openalex.org/W4224250904","https://openalex.org/W4224982572","https://openalex.org/W4230929083","https://openalex.org/W4249913421","https://openalex.org/W4281287428","https://openalex.org/W4285987650","https://openalex.org/W4286493964","https://openalex.org/W4288420631","https://openalex.org/W4288707360","https://openalex.org/W4298111587","https://openalex.org/W4306254194","https://openalex.org/W4306884764","https://openalex.org/W4306959787","https://openalex.org/W4311134290","https://openalex.org/W4313452676","https://openalex.org/W4313815933","https://openalex.org/W4319594201","https://openalex.org/W4319788232","https://openalex.org/W4323020084","https://openalex.org/W4323669246","https://openalex.org/W4360765089","https://openalex.org/W4361224559","https://openalex.org/W4361281115","https://openalex.org/W4381685053","https://openalex.org/W4383955366","https://openalex.org/W4385703584","https://openalex.org/W4386100397","https://openalex.org/W4386615720","https://openalex.org/W4387520256","https://openalex.org/W4388822210","https://openalex.org/W4389740223","https://openalex.org/W4391693487","https://openalex.org/W4392167912","https://openalex.org/W4393444294","https://openalex.org/W4394575944","https://openalex.org/W4396220616","https://openalex.org/W4396706699","https://openalex.org/W4399708840","https://openalex.org/W4400422209","https://openalex.org/W4401109185","https://openalex.org/W4401810136","https://openalex.org/W4405408816","https://openalex.org/W4410300715","https://openalex.org/W4411175804","https://openalex.org/W4411482941","https://openalex.org/W4411490759"],"related_works":[],"abstract_inverted_index":{"This":[0,180],"study":[1,50,181],"investigates":[2],"cross-platform":[3,59,75,96,101,149,185],"behavior":[4,77,89,187],"on":[5,12,41,115,118],"academic":[6,142,148],"social":[7],"networking":[8],"sites":[9],"(ASNSs),":[10],"focusing":[11],"differences":[13,191],"among":[14],"users":[15,60,71,102,121,135,143,150,170],"from":[16,43,54],"academic,":[17],"government,":[18],"and":[19,33,46,61,72,91,111,132,139,159,168,176,188,197],"corporate":[20,169],"institutions.":[21],"Users":[22],"often":[23],"engage":[24,112],"with":[25,126],"multiple":[26],"ASNSs":[27],"due":[28],"to":[29,36,57,80,104],"differing":[30],"platform":[31,195],"features":[32],"contexts,":[34],"leading":[35],"distinct":[37],"behavioral":[38],"patterns.":[39],"Drawing":[40],"data":[42],"Academia.edu":[44],"(ACA)":[45],"ResearchGate":[47],"(RG),":[48],"this":[49],"analyzes":[51],"user":[52,76,198],"profiles":[53],"15":[55],"institutions":[56],"identify":[58],"compare":[62],"behaviors.":[63],"It":[64],"proposes":[65],"an":[66],"approach":[67],"for":[68],"identifying":[69],"such":[70],"develops":[73],"a":[74,153],"indicator":[78],"system":[79],"support":[81],"the":[82,123],"analysis.":[83],"A":[84],"clustering":[85],"analysis":[86],"further":[87],"explores":[88],"patterns":[90],"provides":[92],"additional":[93],"insights":[94],"into":[95,152],"engagement.":[97],"Findings":[98],"show":[99],"that":[100,192],"tend":[103],"disclose":[105],"more":[106,113],"information,":[107],"maintain":[108],"broader":[109],"networks,":[110],"actively":[114],"RG":[116],"than":[117],"ACA.":[119],"Government-affiliated":[120],"are":[122,171],"most":[124],"active,":[125],"high":[127],"levels":[128],"of":[129,184],"disclosure,":[130],"publication,":[131],"interaction.":[133],"Corporate":[134],"exhibit":[136],"varied":[137],"strengths":[138],"weaknesses,":[140],"while":[141],"demonstrate":[144],"moderate":[145],"activity.":[146],"Most":[147],"fall":[151],"\u201ccivilian-type\u201d":[154],"category,":[155],"sharing":[156],"fewer":[157],"publications":[158],"presenting":[160],"inconsistent":[161],"profile":[162],"information.":[163],"In":[164],"contrast,":[165],"many":[166],"government":[167],"\u201dstar-type,\u201d":[172],"showing":[173],"greater":[174],"consistency":[175],"visibility":[177],"across":[178],"platforms.":[179],"advances":[182],"understanding":[183],"ASNS":[186],"reveals":[189],"sector-based":[190],"may":[193],"inform":[194],"design":[196],"strategies.":[199]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-12-09T00:00:00"}