{"id":"https://openalex.org/W7164039173","doi":"https://doi.org/10.1145/3748522.3780001","title":"PANther: Party-specific Attention-based Networks for Accurate Political Perspective Detection","display_name":"PANther: Party-specific Attention-based Networks for Accurate Political Perspective Detection","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7164039173","doi":"https://doi.org/10.1145/3748522.3780001"},"language":null,"primary_location":{"id":"doi:10.1145/3748522.3780001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780001","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3748522.3780001","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069084419","display_name":"Seongeun Ryu","orcid":"https://orcid.org/0000-0003-3618-8896"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongeun Ryu","raw_affiliation_strings":["Hanyang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3618-8896","affiliations":[{"raw_affiliation_string":"Hanyang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100656150","display_name":"Sang\u2010Wook Kim","orcid":"https://orcid.org/0000-0002-6345-9084"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Wook Kim","raw_affiliation_strings":["Department of Computer Science, Hanyang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6345-9084","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1907","last_page":"1914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.31839999556541443,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.31839999556541443,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.21719999611377716,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.14319999516010284,"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/leverage","display_name":"Leverage (statistics)","score":0.7556999921798706},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.7005000114440918},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6958000063896179},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6085000038146973},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.38530001044273376}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7556999921798706},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.7005000114440918},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6958000063896179},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6085000038146973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.517300009727478},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5011000037193298},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.38530001044273376},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32260000705718994},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3125999867916107},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.30469998717308044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27070000767707825},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.266400009393692}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748522.3780001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780001","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748522.3780001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780001","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1601788506","https://openalex.org/W2001765083","https://openalex.org/W2042367108","https://openalex.org/W2064366304","https://openalex.org/W2140964946","https://openalex.org/W2149537132","https://openalex.org/W2303924600","https://openalex.org/W2728059831","https://openalex.org/W2742330194","https://openalex.org/W2786634640","https://openalex.org/W2889127731","https://openalex.org/W2891649320","https://openalex.org/W2909429265","https://openalex.org/W2955041501","https://openalex.org/W2962739339","https://openalex.org/W2962972034","https://openalex.org/W2983839545","https://openalex.org/W2997897037","https://openalex.org/W3166435442","https://openalex.org/W3174745742","https://openalex.org/W3206986933","https://openalex.org/W4223651117","https://openalex.org/W4292596001","https://openalex.org/W4300918441","https://openalex.org/W4318823771","https://openalex.org/W4321790697","https://openalex.org/W4385570458","https://openalex.org/W4389518837","https://openalex.org/W4391884843","https://openalex.org/W4401043199","https://openalex.org/W4409657218","https://openalex.org/W4414525114","https://openalex.org/W6949549905"],"related_works":[],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,20,125,137,141],"online":[3],"news":[4,21,126],"platforms":[5],"has":[6],"worsened":[7],"echo":[8],"chambers":[9],"and":[10,69,144],"political":[11,18,61,93,123],"polarization,":[12],"prompting":[13],"research":[14],"on":[15],"detecting":[16],"the":[17,73,114,122,134],"perspective":[19,124],"articles.":[22,127],"News":[23],"articles":[24],"often":[25],"contain":[26],"complex":[27],"information,":[28],"making":[29],"it":[30],"challenging":[31],"to":[32,45,50,65,90,120],"understand":[33],"them":[34],"solely":[35],"through":[36],"text":[37],"analysis.":[38],"To":[39],"address":[40],"this,":[41],"researchers":[42],"have":[43],"turned":[44],"external":[46,115],"knowledge":[47,59,116],"graphs":[48],"(KGs)":[49],"enrich":[51],"textual":[52],"information.":[53],"Existing":[54],"KG-based":[55],"approaches":[56],"incorporate":[57],"common-sense":[58],"about":[60],"entities,":[62],"but":[63],"fail":[64],"capture":[66],"different":[67,104],"opinions":[68],"sentiments":[70],"associated":[71],"with":[72],"same":[74],"entity":[75],"across":[76],"parties.":[77,105],"In":[78],"our":[79],"work,":[80],"we":[81,132],"propose":[82],"party-specific":[83],"attention-based":[84,109],"networks":[85,110],"named":[86],"PANther,":[87],"that":[88,98,111],"aims":[89],"construct":[91],"two":[92],"KGs":[94,119],"(i.e.,":[95],"KG-liberal,":[96],"KG-conservative)":[97],"leverage":[99],"distinct":[100],"opinion":[101],"information":[102],"for":[103],"We":[106],"then":[107],"apply":[108],"effectively":[112],"integrate":[113],"from":[117],"these":[118],"detect":[121],"By":[128],"conducting":[129],"extensive":[130],"experiments,":[131],"demonstrate":[133],"enhanced":[135],"performance":[136],"PANther":[138],"in":[139],"terms":[140],"both":[142],"accuracy":[143],"efficiency.":[145]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-10T00:00:00"}
