{"id":"https://openalex.org/W7152463792","doi":"https://doi.org/10.1145/3774904.3792997","title":"EmeraldMind: A Knowledge Graph\u2013Augmented Framework for Greenwashing Detection","display_name":"EmeraldMind: A Knowledge Graph\u2013Augmented Framework for Greenwashing Detection","publication_year":2026,"publication_date":"2026-04-09","ids":{"openalex":"https://openalex.org/W7152463792","doi":"https://doi.org/10.1145/3774904.3792997"},"language":null,"primary_location":{"id":"doi:10.1145/3774904.3792997","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774904.3792997","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 ACM Web Conference 2026","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774904.3792997","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127307813","display_name":"Georgios Kaoukis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130908","display_name":"Archimedia (Greece)","ror":"https://ror.org/04dxam533","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210130908"]},{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Kaoukis","raw_affiliation_strings":["Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0009-6307-9864","affiliations":[{"raw_affiliation_string":"Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I4210130908","https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123623743","display_name":"Ioannis-Aris Koufopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130908","display_name":"Archimedia (Greece)","ror":"https://ror.org/04dxam533","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210130908"]},{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis-Aris Koufopoulos","raw_affiliation_strings":["Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0007-8592-0699","affiliations":[{"raw_affiliation_string":"Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I4210130908","https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043416420","display_name":"Eleni Psaroudaki","orcid":"https://orcid.org/0000-0003-4668-9029"},"institutions":[{"id":"https://openalex.org/I4210130908","display_name":"Archimedia (Greece)","ror":"https://ror.org/04dxam533","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210130908"]},{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Psaroudaki","raw_affiliation_strings":["Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0003-4668-9029","affiliations":[{"raw_affiliation_string":"Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I4210130908","https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021336850","display_name":"Danae Pla Karidi","orcid":"https://orcid.org/0000-0002-3154-6212"},"institutions":[{"id":"https://openalex.org/I4210130908","display_name":"Archimedia (Greece)","ror":"https://ror.org/04dxam533","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210130908"]},{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Danae Pla Karidi","raw_affiliation_strings":["Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3154-6212","affiliations":[{"raw_affiliation_string":"Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I4210130908","https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047515620","display_name":"Evaggelia Pitoura","orcid":"https://orcid.org/0000-0002-3775-4995"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evaggelia Pitoura","raw_affiliation_strings":["University of Ioannina, Ioannina, Greece and Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3775-4995","affiliations":[{"raw_affiliation_string":"University of Ioannina, Ioannina, Greece and Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001091619","display_name":"George Papastefanatos","orcid":"https://orcid.org/0000-0002-9273-9843"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Papastefanatos","raw_affiliation_strings":["IMSI, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-9273-9843","affiliations":[{"raw_affiliation_string":"IMSI, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066962453","display_name":"Panayiotis Tsaparas","orcid":"https://orcid.org/0000-0002-3490-1507"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panayiotis Tsaparas","raw_affiliation_strings":["University of Ioannina, Ioannina, Greece and Archimedes, Athena Research Center, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-3490-1507","affiliations":[{"raw_affiliation_string":"University of Ioannina, Ioannina, Greece and Archimedes, Athena Research Center, Athens, Greece","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.2894,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98340249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"9645","last_page":"9655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.24459999799728394,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.24459999799728394,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0658000037074089,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.05869999900460243,"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/greenwashing","display_name":"Greenwashing","score":0.38199999928474426},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2800999879837036},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.26899999380111694},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.26019999384880066},{"id":"https://openalex.org/keywords/staring","display_name":"Staring","score":0.24379999935626984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601000189781189},{"id":"https://openalex.org/C2778815883","wikidata":"https://www.wikidata.org/wiki/Q983063","display_name":"Greenwashing","level":3,"score":0.38199999928474426},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3077999949455261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C2778949103","wikidata":"https://www.wikidata.org/wiki/Q600717","display_name":"Staring","level":2,"score":0.24379999935626984},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24009999632835388},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2329999953508377}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774904.3792997","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774904.3792997","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 ACM Web Conference 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774904.3792997","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774904.3792997","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 ACM Web Conference 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2016960746","https://openalex.org/W3176546569","https://openalex.org/W4285254998","https://openalex.org/W4307364542","https://openalex.org/W4386443326","https://openalex.org/W4389519268","https://openalex.org/W4389785739","https://openalex.org/W4391093148","https://openalex.org/W4394742621","https://openalex.org/W4396853307","https://openalex.org/W4399433216","https://openalex.org/W4401042272","https://openalex.org/W4402672076","https://openalex.org/W4402684294","https://openalex.org/W4402856100","https://openalex.org/W4403577864","https://openalex.org/W4404310792","https://openalex.org/W4405740139","https://openalex.org/W4409671072","https://openalex.org/W4412944070","https://openalex.org/W4413580997","https://openalex.org/W4414677042","https://openalex.org/W4416036405","https://openalex.org/W7118132038"],"related_works":[],"abstract_inverted_index":{"As":[0],"AI":[1],"and":[2,72,84,101,124],"web":[3],"agents":[4],"become":[5],"pervasive":[6],"in":[7,80,89],"decision-making,":[8],"it":[9],"is":[10],"critical":[11],"to":[12,37,58,129],"design":[13],"intelligent":[14],"systems":[15],"that":[16,117],"not":[17],"only":[18],"support":[19],"sustainability":[20,31],"efforts":[21],"but":[22],"also":[23],"guard":[24],"against":[25],"misinformation.":[26],"Greenwashing,":[27],"i.e.,":[28],"misleading":[29],"corporate":[30,68],"claims,":[32],"poses":[33],"a":[34,47,51,111],"major":[35],"challenge":[36],"environmental":[38],"progress.":[39],"To":[40],"address":[41],"this":[42],"challenge,":[43],"we":[44],"introduce":[45],"EmeraldMind,":[46],"fact-centric":[48],"framework":[49,93],"integrating":[50],"domain-specific":[52],"knowledge":[53,82],"graph":[54],"with":[55],"retrieval-augmented":[56],"generation":[57],"automate":[59],"greenwashing":[60,113],"detection.":[61],"EmeraldMind":[62,118],"builds":[63],"the":[64,133],"EmeraldGraph":[65],"from":[66],"diverse":[67],"ESG":[69],"(environmental,":[70],"social,":[71],"governance)":[73],"reports,":[74],"surfacing":[75],"verifiable":[76],"evidence,":[77],"often":[78],"missing":[79],"generic":[81,130],"bases,":[83],"supporting":[85],"large":[86],"language":[87],"models":[88],"claim":[90],"assessment.":[91],"The":[92],"delivers":[94],"justification-centric":[95],"classifications,":[96],"presenting":[97],"transparent,":[98],"evidence-backed":[99],"verdicts":[100],"abstaining":[102],"responsibly":[103],"when":[104],"claims":[105,114],"cannot":[106],"be":[107],"verified.":[108],"Experiments":[109],"on":[110],"new":[112],"dataset":[115],"demonstrate":[116],"achieves":[119],"competitive":[120],"accuracy,":[121],"greater":[122],"coverage,":[123],"superior":[125],"explanation":[126],"quality":[127],"compared":[128],"LLMs,":[131],"without":[132],"need":[134],"for":[135],"fine-tuning":[136],"or":[137],"retraining.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-04-10T00:00:00"}
