{"id":"https://openalex.org/W4390805475","doi":"https://doi.org/10.1109/access.2024.3352742","title":"A Natural Language Processing Model on BERT and YAKE Technique for Keyword Extraction on Sustainability Reports","display_name":"A Natural Language Processing Model on BERT and YAKE Technique for Keyword Extraction on Sustainability Reports","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390805475","doi":"https://doi.org/10.1109/access.2024.3352742"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3352742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388311.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388311.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005892202","display_name":"Akriti Gupta","orcid":"https://orcid.org/0000-0003-3513-5485"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akriti Gupta","raw_affiliation_strings":["Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-3513-5485","affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103002085","display_name":"Aman Chadha","orcid":"https://orcid.org/0000-0002-7216-2637"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aman Chadha","raw_affiliation_strings":["Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-7216-2637","affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019222162","display_name":"Vijaishri Tewari","orcid":"https://orcid.org/0000-0002-1982-1402"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijaishri Tewari","raw_affiliation_strings":["Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Allahabad, Allahabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":7.8399,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.97740921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"7942","last_page":"7951"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994000196456909,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994000196456909,"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/sustainability","display_name":"Sustainability","score":0.7937933206558228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7379636764526367},{"id":"https://openalex.org/keywords/lexical-analysis","display_name":"Lexical analysis","score":0.669837236404419},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5969529747962952},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5300081968307495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3813633322715759},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2071702480316162}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.7937933206558228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379636764526367},{"id":"https://openalex.org/C176982825","wikidata":"https://www.wikidata.org/wiki/Q835922","display_name":"Lexical analysis","level":2,"score":0.669837236404419},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5969529747962952},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5300081968307495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3813633322715759},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2071702480316162},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3352742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388311.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ed8491fcdf2542b1aa9860b0098157ca","is_oa":true,"landing_page_url":"https://doaj.org/article/ed8491fcdf2542b1aa9860b0098157ca","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 7942-7951 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3352742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388311.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390805475.pdf","grobid_xml":"https://content.openalex.org/works/W4390805475.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W81755413","https://openalex.org/W1989362617","https://openalex.org/W1993612039","https://openalex.org/W1999114171","https://openalex.org/W2054592136","https://openalex.org/W2154883974","https://openalex.org/W2157017706","https://openalex.org/W2161663387","https://openalex.org/W2401656258","https://openalex.org/W2479370339","https://openalex.org/W2593151889","https://openalex.org/W2641640190","https://openalex.org/W2790109590","https://openalex.org/W2927154752","https://openalex.org/W2946417913","https://openalex.org/W2954083595","https://openalex.org/W2973226110","https://openalex.org/W3005933307","https://openalex.org/W3044042843","https://openalex.org/W3044058576","https://openalex.org/W3081472705","https://openalex.org/W3083444474","https://openalex.org/W3089596261","https://openalex.org/W3109993553","https://openalex.org/W3118756779","https://openalex.org/W3119763312","https://openalex.org/W3122487109","https://openalex.org/W3128513378","https://openalex.org/W3135546333","https://openalex.org/W3139580003","https://openalex.org/W3144293453","https://openalex.org/W3147896836","https://openalex.org/W3174016789","https://openalex.org/W3174946083","https://openalex.org/W3187166746","https://openalex.org/W3209254806","https://openalex.org/W4205501069","https://openalex.org/W4206209937","https://openalex.org/W4206653641","https://openalex.org/W4213283716","https://openalex.org/W4226033575","https://openalex.org/W4229451765","https://openalex.org/W4249428387","https://openalex.org/W4281768282","https://openalex.org/W4285101968","https://openalex.org/W4293657184","https://openalex.org/W4298225499","https://openalex.org/W4313556782","https://openalex.org/W4352981606","https://openalex.org/W4360999077","https://openalex.org/W4379653071","https://openalex.org/W4379806099","https://openalex.org/W4386507511","https://openalex.org/W6712626004","https://openalex.org/W6714354676","https://openalex.org/W6788637824","https://openalex.org/W6791687032","https://openalex.org/W6792439368","https://openalex.org/W6801160879"],"related_works":["https://openalex.org/W4386014872","https://openalex.org/W4361193986","https://openalex.org/W1847536016","https://openalex.org/W3149094754","https://openalex.org/W3172681236","https://openalex.org/W2148703997","https://openalex.org/W4366851046","https://openalex.org/W4380568733","https://openalex.org/W2033371749","https://openalex.org/W3214032513"],"abstract_inverted_index":{"Sustainability":[0],"has":[1,12],"become":[2,17],"the":[3,7,40,48,55,101,110],"greatest":[4],"aspiration":[5],"on":[6,109],"planet,":[8],"as":[9],"every":[10],"organization":[11],"begun":[13],"reorienting":[14],"itself":[15],"to":[16,38,67,107],"one.":[18],"To":[19],"accomplish":[20],"this,":[21],"organizations":[22,41,105],"must":[23,104],"strike":[24],"a":[25,51],"balance":[26],"between":[27],"their":[28,69],"Environmental,":[29],"Social,":[30],"and":[31,76,82],"Governance":[32],"(ESG)":[33],"policies.":[34],"It":[35],"is":[36],"essential":[37],"examine":[39],"that":[42],"currently":[43],"exist.":[44],"For":[45],"this":[46],"reason,":[47],"study":[49,99],"conducts":[50],"thematic":[52],"analysis":[53],"of":[54,58,85],"sustainability":[56],"reports":[57],"Forbes\u2019":[59],"India\u2019s":[60],"top":[61],"companies":[62],"in":[63,65,93],"2021":[64],"order":[66],"determine":[68],"current":[70],"ESG":[71],"focus":[72],"using":[73],"BERT":[74],"tokenization":[75],"YAKE":[77],"technique":[78],"along":[79],"with":[80,95],"MLM":[81],"NSP":[83],"methods":[84],"natural":[86],"language":[87],"processing":[88],"(NLP).":[89],"The":[90,98],"experiment":[91],"results":[92],"prediction":[94],"98%":[96],"accuracy.":[97],"addresses":[100],"question,":[102],"\"What":[103],"do":[106],"embark":[108],"path":[111],"towards":[112],"sustainability?\".":[113]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":10}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
