{"id":"https://openalex.org/W4406828970","doi":"https://doi.org/10.1186/s40537-025-01083-z","title":"I know your stance! Analyzing Twitter users\u2019 political stance on diverse perspectives","display_name":"I know your stance! Analyzing Twitter users\u2019 political stance on diverse perspectives","publication_year":2025,"publication_date":"2025-01-26","ids":{"openalex":"https://openalex.org/W4406828970","doi":"https://doi.org/10.1186/s40537-025-01083-z"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-025-01083-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01083-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01083-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01083-z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100451477","display_name":"Jisu Kim","orcid":"https://orcid.org/0000-0002-9512-1934"},"institutions":[{"id":"https://openalex.org/I4210149735","display_name":"Lux Research (United States)","ror":"https://ror.org/05hre1985","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149735"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR","US"],"is_corresponding":true,"raw_author_name":"Jisu Kim","raw_affiliation_strings":["Department of Interaction Science, Sungkyunkwan University, Seoul, 03063, Korea","Saltlux, Seoul, 05510, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Interaction Science, Sungkyunkwan University, Seoul, 03063, Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Saltlux, Seoul, 05510, Korea","institution_ids":["https://openalex.org/I4210149735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000581119","display_name":"Dongjae Kim","orcid":"https://orcid.org/0000-0003-2871-7815"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongjae Kim","raw_affiliation_strings":["Department of Applied Artificial Intelligence, Sungkyunkwan University, 90310 International Hall, 25-2 Sungkyunkwan-ro, Jongno-gu, Seoul, 03063, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Applied Artificial Intelligence, Sungkyunkwan University, 90310 International Hall, 25-2 Sungkyunkwan-ro, Jongno-gu, Seoul, 03063, Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047279790","display_name":"Eunil Park","orcid":"https://orcid.org/0000-0002-3177-3538"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["ES","KR"],"is_corresponding":false,"raw_author_name":"Eunil Park","raw_affiliation_strings":["Department of Applied Artificial Intelligence, Sungkyunkwan University, 90310 International Hall, 25-2 Sungkyunkwan-ro, Jongno-gu, Seoul, 03063, Korea","Department of Interaction Science, Sungkyunkwan University, Seoul, 03063, Korea","Robotic Intelligence Laboratory, Jaume I University, 12071, Castell\u00f3n de la Plana, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Applied Artificial Intelligence, Sungkyunkwan University, 90310 International Hall, 25-2 Sungkyunkwan-ro, Jongno-gu, Seoul, 03063, Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Interaction Science, Sungkyunkwan University, Seoul, 03063, Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Robotic Intelligence Laboratory, Jaume I University, 12071, Castell\u00f3n de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100451477"],"corresponding_institution_ids":["https://openalex.org/I4210149735","https://openalex.org/I848706"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":13.0618,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98157619,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10557","display_name":"Social Media and Politics","score":0.9973999857902527,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.7029786705970764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6345813274383545},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.5504313111305237},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.487387478351593},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42600440979003906},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4104832410812378},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3551834225654602},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1986038088798523},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11518716812133789},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07526320219039917}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.7029786705970764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6345813274383545},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5504313111305237},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.487387478351593},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42600440979003906},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4104832410812378},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3551834225654602},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1986038088798523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11518716812133789},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07526320219039917}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-025-01083-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01083-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01083-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8492fcfd22f6468b8944e972967f585b","is_oa":true,"landing_page_url":"https://doaj.org/article/8492fcfd22f6468b8944e972967f585b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 12, Iss 1, Pp 1-30 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-025-01083-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01083-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01083-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1384937010","display_name":null,"funder_award_id":"RS-2024-00466626","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320321378","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406828970.pdf","grobid_xml":"https://content.openalex.org/works/W4406828970.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1503049217","https://openalex.org/W1861492603","https://openalex.org/W1967817765","https://openalex.org/W1999634786","https://openalex.org/W2020448075","https://openalex.org/W2020970628","https://openalex.org/W2040198797","https://openalex.org/W2042980227","https://openalex.org/W2056871913","https://openalex.org/W2099813784","https://openalex.org/W2131774270","https://openalex.org/W2460159515","https://openalex.org/W2576231564","https://openalex.org/W2618530766","https://openalex.org/W2740751204","https://openalex.org/W2741775618","https://openalex.org/W2774413609","https://openalex.org/W2804000423","https://openalex.org/W2889326414","https://openalex.org/W2962756421","https://openalex.org/W2963749818","https://openalex.org/W2984259019","https://openalex.org/W3007488654","https://openalex.org/W3033229230","https://openalex.org/W3098267758","https://openalex.org/W3100909980","https://openalex.org/W3102743123","https://openalex.org/W3104186312","https://openalex.org/W3146828429","https://openalex.org/W3173838631","https://openalex.org/W3173991475","https://openalex.org/W3181529496","https://openalex.org/W4225323055","https://openalex.org/W4249419402","https://openalex.org/W4297499129","https://openalex.org/W4310369858","https://openalex.org/W4313524080","https://openalex.org/W4321793515","https://openalex.org/W4322736091","https://openalex.org/W4382202658","https://openalex.org/W4385349476","https://openalex.org/W4386075754","https://openalex.org/W4389519597","https://openalex.org/W4391640606","https://openalex.org/W4399205248","https://openalex.org/W4399205331","https://openalex.org/W4400084489","https://openalex.org/W4401866943","https://openalex.org/W6851592950"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4393232657","https://openalex.org/W4390638272","https://openalex.org/W2472237121","https://openalex.org/W4323316863","https://openalex.org/W1985111449","https://openalex.org/W4301937836","https://openalex.org/W4304789336","https://openalex.org/W4405801673","https://openalex.org/W2340692695"],"abstract_inverted_index":{"The":[0,166,189],"popularity":[1],"of":[2,96,144,183,193],"social":[3,17,23,55,74],"network":[4,18,24,56,75],"service":[5,57],"users":[6],"has":[7],"increased":[8],"in":[9,16,31,87],"recent":[10],"years,":[11],"altering":[12],"politicians\u2019":[13],"interest":[14],"level":[15],"services.":[19],"Given":[20],"this":[21,69,194],"trend,":[22],"services":[25,76],"now":[26],"play":[27,83],"a":[28,63,78,84,110,122,126,132,135,138],"central":[29],"role":[30,86],"political":[32,59,65,80,113],"communication":[33],"channels,":[34],"enabling":[35],"them":[36],"to":[37,53,106,129],"express":[38],"and":[39,43,61,72,77,90,108,120,149,153,164,173,191],"share":[40],"their":[41],"opinions":[42],"news":[44],"directly":[45],"with":[46,180,186],"citizens.":[47],"Therefore,":[48],"many":[49],"researchers":[50],"have":[51],"attempted":[52],"investigate":[54],"users\u2019":[58,145],"stances":[60],"proposed":[62,163],"user\u2019s":[64,79,112,123],"stance":[66,81,124,159],"model":[67,161],"utilizing":[68],"dataset.":[70],"Understanding":[71],"detecting":[73],"can":[82],"significant":[85],"marketing":[88],"strategies":[89],"determining":[91],"election":[92],"winners.":[93],"In":[94],"light":[95],"this,":[97],"the":[98,156,200],"present":[99],"study":[100,116,195],"examined":[101],"Twitter":[102,111,118],"from":[103,175],"diverse":[104,176],"perspectives":[105,177],"analyze":[107],"detect":[109],"stance.":[114],"This":[115],"collected":[117],"datasets":[119],"labeled":[121],"using":[125],"clustering":[127],"approach":[128],"determine":[130],"whether":[131],"user":[133,151,158],"was":[134,162],"Democrat":[136],"or":[137],"Republican.":[139],"After":[140],"an":[141,181],"exploratory":[142],"analysis":[143],"tweet":[146,157],"content:":[147],"image":[148],"text,":[150],"network,":[152],"profile":[154],"description,":[155],"detection":[160],"tested.":[165],"results":[167],"indicated":[168],"notable":[169],"differences":[170],"between":[171],"Democrats":[172],"Republicans":[174],"on":[178,199],"Twitter,":[179],"accuracy":[182],"85.35%":[184],"compared":[185],"baseline":[187],"models.":[188],"implications":[190],"limitations":[192],"were":[196],"discussed":[197],"based":[198],"results.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}