{"id":"https://openalex.org/W4406460484","doi":"https://doi.org/10.1109/bigdata62323.2024.10825842","title":"Leading the Mastodon Herd: Analysing the Traits of Influential Leaders on a Decentralised Social Media Platform","display_name":"Leading the Mastodon Herd: Analysing the Traits of Influential Leaders on a Decentralised Social Media Platform","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406460484","doi":"https://doi.org/10.1109/bigdata62323.2024.10825842"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research-information.bris.ac.uk/files/433312471/Mastodon_Influence_IEEE_Format.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093730167","display_name":"Luke Gassmann","orcid":"https://orcid.org/0000-0001-9247-944X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Luke Gassmann","raw_affiliation_strings":["University of Bristol,School of Computer Science,Bristol,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol,School of Computer Science,Bristol,United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077095301","display_name":"Ryan McConville","orcid":"https://orcid.org/0000-0002-7708-3110"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ryan McConville","raw_affiliation_strings":["University of Bristol,School of Computer Science,Bristol,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol,School of Computer Science,Bristol,United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003587835","display_name":"Matthew Edwards","orcid":"https://orcid.org/0000-0001-8099-0646"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Edwards","raw_affiliation_strings":["University of Bristol,School of Computer Science,Bristol,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bristol,School of Computer Science,Bristol,United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093730167"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35612645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2939","last_page":"2948"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9944999814033508,"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":0.9900000095367432,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9891999959945679,"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/social-media","display_name":"Social media","score":0.6360917687416077},{"id":"https://openalex.org/keywords/herd","display_name":"Herd","score":0.43389877676963806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.384966105222702},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3614858388900757},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.26275312900543213},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14360493421554565},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09503951668739319}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6360917687416077},{"id":"https://openalex.org/C194775826","wikidata":"https://www.wikidata.org/wiki/Q209542","display_name":"Herd","level":2,"score":0.43389877676963806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.384966105222702},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3614858388900757},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.26275312900543213},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14360493421554565},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09503951668739319}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/9980b6d6-5808-495f-89e7-60f2d90c101b","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/9980b6d6-5808-495f-89e7-60f2d90c101b","pdf_url":"https://research-information.bris.ac.uk/files/433312471/Mastodon_Influence_IEEE_Format.pdf","source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gassmann, L, McConville, R & Edwards, M 2025, Leading the Mastodon Herd : Analysing the Traits of Influential Leaders on a Decentralised Social Media Platform. in 2024 IEEE International Conference on Big Data (BigData). IEEE International Conference on Big Data, Institute of Electrical and Electronics Engineers (IEEE), pp. 2939-2948. https://doi.org/10.1109/BigData62323.2024.10825842","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:research-information.bris.ac.uk:publications/9980b6d6-5808-495f-89e7-60f2d90c101b","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/9980b6d6-5808-495f-89e7-60f2d90c101b","pdf_url":"https://research-information.bris.ac.uk/files/433312471/Mastodon_Influence_IEEE_Format.pdf","source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gassmann, L, McConville, R & Edwards, M 2025, Leading the Mastodon Herd : Analysing the Traits of Influential Leaders on a Decentralised Social Media Platform. in 2024 IEEE International Conference on Big Data (BigData). IEEE International Conference on Big Data, Institute of Electrical and Electronics Engineers (IEEE), pp. 2939-2948. https://doi.org/10.1109/BigData62323.2024.10825842","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406460484.pdf","grobid_xml":"https://content.openalex.org/works/W4406460484.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1814023381","https://openalex.org/W2061820396","https://openalex.org/W2121761994","https://openalex.org/W2158478952","https://openalex.org/W2274257646","https://openalex.org/W2303924600","https://openalex.org/W2338912252","https://openalex.org/W2339299925","https://openalex.org/W2810902748","https://openalex.org/W2887214122","https://openalex.org/W2901120802","https://openalex.org/W2901270764","https://openalex.org/W2969392971","https://openalex.org/W2975990996","https://openalex.org/W2980412466","https://openalex.org/W3001673547","https://openalex.org/W3022489424","https://openalex.org/W3034323190","https://openalex.org/W4243239741","https://openalex.org/W4282980433","https://openalex.org/W4284669411","https://openalex.org/W4285190530","https://openalex.org/W4286300806","https://openalex.org/W4312717789","https://openalex.org/W4313049549","https://openalex.org/W4378945402","https://openalex.org/W4390944865","https://openalex.org/W4391693487","https://openalex.org/W4399205534","https://openalex.org/W6756817774","https://openalex.org/W6925357068"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2046659522","https://openalex.org/W2409022944","https://openalex.org/W2169283154","https://openalex.org/W2099409442","https://openalex.org/W2145635866","https://openalex.org/W4283361610","https://openalex.org/W2044246927"],"abstract_inverted_index":{"With":[0,100],"the":[1,11,31,66,72,80,96,137,146,154],"development":[2],"and":[3,23,30,46,95,128,153,167,176],"growing":[4],"use":[5,32],"of":[6,33,65,71,74,82,98,112],"social":[7,28],"media":[8],"platforms":[9],"in":[10,41,102,150,179],"last":[12],"two":[13],"decades,":[14],"platform":[15,58],"architectures":[16,90],"have":[17,194],"driven":[18],"how":[19],"we":[20,104,135],"notice,":[21],"consume":[22],"share":[24],"information.":[25],"Whilst":[26],"centralised":[27,76],"networks":[29],"recommendation":[34,83],"algorithms":[35,84],"are":[36],"a":[37,55,106,118,162,195],"prominently":[38],"used":[39],"architecture,":[40],"recent":[42],"years":[43],"an":[44],"alternative":[45],"novel":[47],"framework":[48],"has":[49],"emerged":[50],"aiming":[51],"to":[52,59],"offer":[53],"users":[54,64,193],"non-commercial":[56],"decentralised":[57],"distribute":[60],"content.":[61],"Run":[62],"by":[63],"platform,":[67],"Mastodon":[68,109],"offers":[69],"many":[70],"benefits":[73],"traditional":[75],"approaches,":[77],"however,":[78],"with":[79,174,185,198],"absence":[81],"there":[85],"is":[86],"risk":[87],"that":[88,191],"these":[89],"could":[91],"instead":[92],"promote":[93],"echo-chambers":[94],"growth":[97],"disinformation.":[99],"this":[101],"mind,":[103],"collect":[105],"new":[107],"large":[108],"dataset,":[110],"consisting":[111],"three":[113],"million":[114],"connections":[115],"between":[116,143,156,165],"over":[117],"hundred":[119],"thousand":[120],"users.":[121],"Modelling":[122],"content":[123],"using":[124,131],"68":[125],"conversational":[126,147],"features,":[127],"measuring":[129],"influence":[130,157,166],"twelve":[132],"different":[133],"metrics,":[134],"analyse":[136],"most":[138],"common":[139],"topics":[140],"being":[141,182],"discussed":[142],"influential":[144,151,192],"users,":[145],"features":[148],"present":[149],"content,":[152],"relationships":[155],"measurements.":[158],"Our":[159,187],"analysis":[160,188],"finds":[161],"strong":[163,196],"correlation":[164],"negative":[168],"traits":[169,178],"at":[170],"every":[171],"network":[172],"resolution,":[173],"positive":[175],"neutral":[177],"some":[180],"cases":[181],"negatively":[183],"correlated":[184],"influence.":[186],"also":[189],"shows":[190],"relationship":[197],"social/political":[199],"commentary.":[200]},"counts_by_year":[],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
