{"id":"https://openalex.org/W7154408366","doi":"https://doi.org/10.1109/icdsg67714.2025.11381304","title":"Unraveling Public Discourse on Sustainable Fashion: Mapping Critical Themes and Issues Using BERT-based Multi-Label Classification","display_name":"Unraveling Public Discourse on Sustainable Fashion: Mapping Critical Themes and Issues Using BERT-based Multi-Label Classification","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W7154408366","doi":"https://doi.org/10.1109/icdsg67714.2025.11381304"},"language":"en","primary_location":{"id":"doi:10.1109/icdsg67714.2025.11381304","doi":"https://doi.org/10.1109/icdsg67714.2025.11381304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsg67714.2025.11381304","pdf_url":null,"source":{"id":"https://openalex.org/S7407106933","display_name":"International Conference on Data Science and Geoinformatics (ICDSG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 1st International Conference on Data Science and Geoinformatics (ICDSG)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133618295","display_name":"Syarafina Putri Adzhani Jogaswara","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Syarafina Putri Adzhani Jogaswara","raw_affiliation_strings":["Telkom University,Management Study Program School of Economics and Business,Bandung,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University,Management Study Program School of Economics and Business,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059994136","display_name":"Andry Alamsyah","orcid":"https://orcid.org/0000-0001-5106-7561","observed_orcids":["https://orcid.org/0000-0001-5106-7561"]},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andry Alamsyah","raw_affiliation_strings":["Telkom University,Center of Excellence SAKT, Research Institute Intelligent Business & Sustainable Economy,Bandung,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University,Center of Excellence SAKT, Research Institute Intelligent Business & Sustainable Economy,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061475396","display_name":"Dian Puteri Ramadhani","orcid":"https://orcid.org/0000-0003-0821-8429","observed_orcids":["https://orcid.org/0000-0003-0821-8429"]},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dian Puteri Ramadhani","raw_affiliation_strings":["Telkom University,Center of Excellence SAKTI Research Institute Intelligent Business & Sustainable Economy,Bandung,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University,Center of Excellence SAKTI Research Institute Intelligent Business & Sustainable Economy,Bandung,Indonesia","institution_ids":["https://openalex.org/I862893732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":null,"apc_paid":null,"fwci":1.7126,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89134367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.6898999810218811,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.6898999810218811,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.19380000233650208,"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/T13413","display_name":"Cultural and Historical Studies","score":0.05829999968409538,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sustainable-fashion","display_name":"sustainable fashion","score":1.0},{"id":"https://openalex.org/keywords/public-discourse","display_name":"public discourse","score":0.9670000076293945},{"id":"https://openalex.org/keywords/greenwashing","display_name":"greenwashing","score":0.8949999809265137},{"id":"https://openalex.org/keywords/fast-fashion","display_name":"fast fashion","score":0.7070000171661377},{"id":"https://openalex.org/keywords/sustainability-dimensions","display_name":"sustainability dimensions","score":0.6309999823570251},{"id":"https://openalex.org/keywords/consumer-emotions","display_name":"consumer emotions","score":0.7549999952316284},{"id":"https://openalex.org/keywords/environmental-sustainability","display_name":"environmental sustainability","score":0.5270000100135803},{"id":"https://openalex.org/keywords/social-sustainability","display_name":"social sustainability","score":0.75},{"id":"https://openalex.org/keywords/economic-sustainability","display_name":"economic sustainability","score":0.9829999804496765},{"id":"https://openalex.org/keywords/brand-transparency","display_name":"brand transparency","score":0.4740000069141388},{"id":"https://openalex.org/keywords/consumer-confidence","display_name":"consumer confidence","score":0.4300000071525574}],"concepts":[{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.48980000615119934},{"id":"https://openalex.org/C2992826032","wikidata":"https://www.wikidata.org/wiki/Q17945","display_name":"Public discourse","level":3,"score":0.43540000915527344},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C2779030433","wikidata":"https://www.wikidata.org/wiki/Q1789511","display_name":"Critical discourse analysis","level":4,"score":0.3919000029563904},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3571999967098236},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3483000099658966},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3165000081062317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2946000099182129},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.26759999990463257},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.25540000200271606},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsg67714.2025.11381304","doi":"https://doi.org/10.1109/icdsg67714.2025.11381304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsg67714.2025.11381304","pdf_url":null,"source":{"id":"https://openalex.org/S7407106933","display_name":"International Conference on Data Science and Geoinformatics (ICDSG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 1st International Conference on Data Science and Geoinformatics (ICDSG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2955745212","https://openalex.org/W4223563677","https://openalex.org/W4385637584","https://openalex.org/W4385694417","https://openalex.org/W4387937764","https://openalex.org/W4390664042","https://openalex.org/W4391520039","https://openalex.org/W4393041728","https://openalex.org/W4399143365","https://openalex.org/W4401482817","https://openalex.org/W4401832568","https://openalex.org/W4408941009","https://openalex.org/W4410243102","https://openalex.org/W4411027752","https://openalex.org/W4413982667","https://openalex.org/W7081526315"],"related_works":["https://openalex.org/W7155212807","https://openalex.org/W3150884387","https://openalex.org/W4401490620","https://openalex.org/W4391101781","https://openalex.org/W4398139650","https://openalex.org/W7134842946","https://openalex.org/W4406647777","https://openalex.org/W7057960399","https://openalex.org/W3163767979","https://openalex.org/W7062734412"],"abstract_inverted_index":{"The":[0,103,126,168],"fashion":[1,75],"industry":[2],"is":[3,105,132],"a":[4,48,90],"major":[5],"contributor":[6],"to":[7,95,152,215],"environmental":[8,52,79,140,155],"pollution,":[9],"textile":[10],"waste,":[11],"and":[12,36,56,70,80,116,124,148,154,165,179,195,231],"carbon":[13],"emissions,":[14],"yet":[15],"consumers":[16],"remain":[17],"confused":[18],"by":[19,25,139],"inconsistent":[20],"sustainability":[21,131,177],"claims,":[22],"often":[23,42],"exacerbated":[24],"greenwashing":[26],"practices.":[27],"Despite":[28],"growing":[29],"awareness":[30],"of":[31,73,110,174,219],"the":[32,71,78,85,133,187,217],"industry\u2019s":[33],"environmental,":[34,113],"social,":[35],"economic":[37,57,130,164],"impacts,":[38],"these":[39],"issues":[40],"are":[41,59],"fragmented":[43],"in":[44,64,192],"public":[45,220],"discourse,":[46],"with":[47,84,142,163,208],"dominant":[49],"focus":[50],"on":[51,222],"concerns":[53],"while":[54],"social":[55,81,153],"aspects":[58],"frequently":[60,135],"overlooked.":[61],"This":[62,87],"gap":[63],"understanding":[65],"hinders":[66],"informed":[67],"consumer":[68,232],"decision-making,":[69],"rise":[72],"fast":[74],"further":[76],"exacerbates":[77],"costs":[82],"associated":[83,162],"industry.":[86],"study":[88],"uses":[89],"BERT-based":[91],"multi-label":[92],"classification":[93],"model":[94,170],"analyze":[96],"20,162":[97],"discourse":[98],"samples":[99],"from":[100],"digital":[101],"platform.":[102],"text":[104],"categorized":[106],"into":[107,228],"five":[108,118],"dimensions":[109,178],"sustainable":[111,223],"fashion\u2014social,":[112],"economic,":[114],"cultural,":[115],"aesthetic\u2014and":[117],"emotional":[119,143,182],"traits\u2014hopeful,":[120],"frustration,":[121],"skepticism,":[122],"concern,":[123],"anger.":[125],"results":[127],"reveal":[128],"that":[129],"most":[134],"discussed":[136],"dimension,":[137],"followed":[138],"sustainability,":[141],"responses":[144],"such":[145],"as":[146],"anger":[147],"concern":[149],"strongly":[150],"linked":[151],"issues.":[156],"Hopeful":[157],"emotions":[158],"were":[159],"more":[160,196],"closely":[161],"aesthetic":[166],"dimensions.":[167],"BERT":[169,209],"achieved":[171],"an":[172],"F1-score":[173],"0.81":[175],"for":[176,181,189,199,211],"0.77":[180],"traits.":[183],"These":[184],"findings":[185],"emphasize":[186],"need":[188],"better":[190],"transparency":[191],"brand":[193],"communication":[194],"effective":[197],"strategies":[198],"engaging":[200],"consumers.":[201],"Future":[202],"research":[203],"could":[204],"expand":[205],"this":[206],"analysis":[207],"Topic":[210],"real-time":[212],"sentiment":[213,221],"tracking":[214],"track":[216],"evolution":[218],"fashion,":[224],"offering":[225],"deeper":[226],"insights":[227],"emerging":[229],"trends":[230],"behavior.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-04-15T00:00:00"}