{"id":"https://openalex.org/W7119485010","doi":"https://doi.org/10.5210/fm.v31i1.14633","title":"Networks beyond the links: Methodological challenges in mapping YouTube communities","display_name":"Networks beyond the links: Methodological challenges in mapping YouTube communities","publication_year":2026,"publication_date":"2026-01-08","ids":{"openalex":"https://openalex.org/W7119485010","doi":"https://doi.org/10.5210/fm.v31i1.14633"},"language":"en","primary_location":{"id":"doi:10.5210/fm.v31i1.14633","doi":"https://doi.org/10.5210/fm.v31i1.14633","is_oa":true,"landing_page_url":"https://doi.org/10.5210/fm.v31i1.14633","pdf_url":"https://firstmonday.org/ojs/index.php/fm/article/download/14633/12147","source":{"id":"https://openalex.org/S102129144","display_name":"First Monday","issn_l":"1396-0458","issn":["1396-0458","1396-0466"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-2","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310316040","host_organization_name":"University of Illinois at Chicago","host_organization_lineage":["https://openalex.org/P4310316040"],"host_organization_lineage_names":["University of Illinois at Chicago"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First Monday","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://firstmonday.org/ojs/index.php/fm/article/download/14633/12147","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029833990","display_name":"Adri\u00e1n Padilla","orcid":"https://orcid.org/0000-0001-7668-1322","observed_orcids":["https://orcid.org/0000-0001-7668-1322"]},"institutions":[{"id":"https://openalex.org/I4405259973","display_name":"EUNCET Business School","ror":"https://ror.org/03068yz51","country_code":"ES","type":"education","lineage":["https://openalex.org/I4405259973"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Adrian Padilla","raw_affiliation_strings":["EUNCET Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EUNCET Business School","institution_ids":["https://openalex.org/I4405259973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029833990"],"corresponding_institution_ids":["https://openalex.org/I4405259973"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.2705000042915344,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.2705000042915344,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13745","display_name":"Media and Digital Communication","score":0.21570000052452087,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.21150000393390656,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/online-community-formation","display_name":"online community formation","score":0.7609999775886536},{"id":"https://openalex.org/keywords/community-detection","display_name":"community detection","score":0.6430000066757202},{"id":"https://openalex.org/keywords/community-boundaries","display_name":"community boundaries","score":0.5320000052452087},{"id":"https://openalex.org/keywords/content-creators","display_name":"content creators","score":0.5550000071525574},{"id":"https://openalex.org/keywords/linux","display_name":"Linux","score":0.5080000162124634}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6629999876022339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068999767303467},{"id":"https://openalex.org/C126349790","wikidata":"https://www.wikidata.org/wiki/Q905036","display_name":"Computational sociology","level":2,"score":0.5673999786376953},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5364000201225281},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.46639999747276306},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4359000027179718},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.41769999265670776},{"id":"https://openalex.org/C2777527080","wikidata":"https://www.wikidata.org/wiki/Q3557311","display_name":"Digital ecosystem","level":2,"score":0.40959998965263367},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36629998683929443},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35249999165534973},{"id":"https://openalex.org/C13200473","wikidata":"https://www.wikidata.org/wiki/Q2747831","display_name":"Reflexivity","level":2,"score":0.3472999930381775},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33799999952316284},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.33709999918937683},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.2937999963760376},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2831999957561493},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.27970001101493835},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.26089999079704285}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5210/fm.v31i1.14633","doi":"https://doi.org/10.5210/fm.v31i1.14633","is_oa":true,"landing_page_url":"https://doi.org/10.5210/fm.v31i1.14633","pdf_url":"https://firstmonday.org/ojs/index.php/fm/article/download/14633/12147","source":{"id":"https://openalex.org/S102129144","display_name":"First Monday","issn_l":"1396-0458","issn":["1396-0458","1396-0466"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-2","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310316040","host_organization_name":"University of Illinois at Chicago","host_organization_lineage":["https://openalex.org/P4310316040"],"host_organization_lineage_names":["University of Illinois at Chicago"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First Monday","raw_type":"journal-article"},{"id":"pmh:oai:journals.uic.edu:article/14633","doi":null,"is_oa":true,"landing_page_url":"https://firstmonday.org/ojs/index.php/fm/article/view/14633","pdf_url":null,"source":{"id":"https://openalex.org/S102129144","display_name":"First Monday","issn_l":"1396-0458","issn":["1396-0458","1396-0466"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-2","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310316040","host_organization_name":"University of Illinois at Chicago","host_organization_lineage":["https://openalex.org/P4310316040"],"host_organization_lineage_names":["University of Illinois at Chicago"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"1396-0466","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.5210/fm.v31i1.14633","doi":"https://doi.org/10.5210/fm.v31i1.14633","is_oa":true,"landing_page_url":"https://doi.org/10.5210/fm.v31i1.14633","pdf_url":"https://firstmonday.org/ojs/index.php/fm/article/download/14633/12147","source":{"id":"https://openalex.org/S102129144","display_name":"First Monday","issn_l":"1396-0458","issn":["1396-0458","1396-0466"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-2","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310316040","host_organization_name":"University of Illinois at Chicago","host_organization_lineage":["https://openalex.org/P4310316040"],"host_organization_lineage_names":["University of Illinois at Chicago"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First Monday","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7119485010.pdf","grobid_xml":"https://content.openalex.org/works/W7119485010.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W1511656335","https://openalex.org/W1915659769","https://openalex.org/W2056188449","https://openalex.org/W2490175098"],"related_works":["https://openalex.org/W7095936758","https://openalex.org/W2100522340","https://openalex.org/W4396933360","https://openalex.org/W345962535","https://openalex.org/W2026066381","https://openalex.org/W3171102109","https://openalex.org/W1965788447","https://openalex.org/W1987831398","https://openalex.org/W7098406271","https://openalex.org/W2111454355"],"abstract_inverted_index":{"This":[0,30,90,145],"paper":[1],"develops":[2],"a":[3,52,71,165],"methodological":[4,133],"framework":[5],"that":[6,80,101,148],"integrates":[7],"structural":[8,115],"indicators":[9],"with":[10,39,106,152],"the":[11,22,33,40,62,65,86,122,132,156],"symbolic":[12],"and":[13,27,48,58,98,124,130,139,171],"cultural":[14,150],"dimensions":[15],"of":[16,36,43,126,135,161],"community":[17,111,143,173],"formation":[18],"on":[19,61,137],"YouTube,":[20],"addressing":[21],"platform\u2019s":[23],"limited":[24],"relational":[25,127],"data":[26,128],"conceptual":[28],"ambiguities.":[29],"study":[31,160],"bridges":[32],"computational":[34,153],"approaches":[35],"information":[37],"sciences":[38],"qualitative":[41,107],"traditions":[42],"communication":[44],"studies,":[45],"social":[46],"sciences,":[47],"digital":[49,169],"humanities,":[50],"proposing":[51],"hybrid":[53],"method":[54],"to":[55,94,109,168],"identify,":[56],"size,":[57],"interpret":[59],"communities":[60],"platform.":[63],"Using":[64],"GNU/Linux":[66],"content":[67,84],"creator":[68],"ecosystem":[69],"as":[70,142],"case":[72],"study,":[73],"this":[74],"research":[75],"identifies":[76],"62,082":[77],"YouTube":[78],"channels":[79,141],"have":[81],"published":[82],"related":[83],"over":[85],"past":[87],"15":[88],"years.":[89],"large-scale":[91],"dataset":[92],"serves":[93],"test":[95],"various":[96],"filtering":[97],"delimitation":[99],"strategies":[100],"combine":[102],"quantitative":[103],"network":[104],"analysis":[105],"reasoning":[108],"define":[110],"boundaries.":[112],"Results":[113],"reveal":[114],"limitations":[116],"in":[117],"YouTube\u2019s":[118],"API":[119],"\u2014":[120,129],"particularly":[121],"scarcity":[123],"opacity":[125],"highlights":[131],"implications":[134],"relying":[136],"subscriptions":[138],"featured":[140],"indicators.":[144],"work":[146],"concludes":[147],"integrating":[149],"interpretation":[151],"mapping":[154],"enables":[155],"scalable":[157],"yet":[158],"reflexive":[159],"online":[162,172],"communities,":[163],"offering":[164],"significant":[166],"contribution":[167],"methods":[170],"studies.":[174]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-01-09T00:00:00"}