{"id":"https://openalex.org/W4381734606","doi":"https://doi.org/10.3233/aise230014","title":"Finding Beauty Products Chemicals Using Token Identification and Entity Recognition Transformer Model","display_name":"Finding Beauty Products Chemicals Using Token Identification and Entity Recognition Transformer Model","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381734606","doi":"https://doi.org/10.3233/aise230014"},"language":"en","primary_location":{"id":"doi:10.3233/aise230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230014","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230014","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230014","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112965714","display_name":"Sarthak Tyagi","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sarthak Tyagi","raw_affiliation_strings":["Vellore Institute of Technology, Chennai (Tamil Nadu, India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai (Tamil Nadu, India)","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101134189","display_name":"Karmabir Chakraborty","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karmabir Chakraborty","raw_affiliation_strings":["Vellore Institute of Technology, Chennai (Tamil Nadu, India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai (Tamil Nadu, India)","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092241963","display_name":"Venkata Ashish Nunna","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkata Ashish Nunna","raw_affiliation_strings":["Vellore Institute of Technology, Chennai (Tamil Nadu, India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai (Tamil Nadu, India)","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103046654","display_name":"Abhishek Singh","orcid":"https://orcid.org/0000-0003-0486-5522"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Singh","raw_affiliation_strings":["Vellore Institute of Technology, Chennai (Tamil Nadu, India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai (Tamil Nadu, India)","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112965714"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":0.5071,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63685671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9447000026702881,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9447000026702881,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9330000281333923,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9059000015258789,"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/security-token","display_name":"Security token","score":0.7650570869445801},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7468091249465942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5765508413314819},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5360292196273804},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5101259350776672},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3667343854904175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30769190192222595},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15583059191703796},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09075742959976196}],"concepts":[{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.7650570869445801},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7468091249465942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765508413314819},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5360292196273804},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5101259350776672},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3667343854904175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30769190192222595},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15583059191703796},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09075742959976196},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/aise230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230014","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230014","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/aise230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise230014","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE230014","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381734606.pdf","grobid_xml":"https://content.openalex.org/works/W4381734606.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2130942839","https://openalex.org/W2523469089","https://openalex.org/W2575483685","https://openalex.org/W2738153480","https://openalex.org/W2757888939","https://openalex.org/W2896457183","https://openalex.org/W2911588830","https://openalex.org/W2914928107","https://openalex.org/W2962965405","https://openalex.org/W2964268978","https://openalex.org/W2971296908","https://openalex.org/W2997200074","https://openalex.org/W3018024187","https://openalex.org/W3024321478","https://openalex.org/W3027042170","https://openalex.org/W3092557781","https://openalex.org/W3125468681","https://openalex.org/W4385245566","https://openalex.org/W6679436768","https://openalex.org/W6785583687"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W3016124757"],"abstract_inverted_index":{"Transformer":[0,27],"architectures":[1,28],"and":[2,9,75,85,92],"pre-training":[3,87],"have":[4],"facilitated":[5],"building":[6],"higher-capacity":[7],"models":[8],"effectively":[10],"utilizing":[11],"this":[12],"capacity":[13],"for":[14],"a":[15,30],"wide":[16],"variety":[17],"of":[18,23,60,68],"tasks.":[19],"Various":[20],"libraries":[21],"consist":[22],"carefully":[24],"engineered":[25],"state-of-the-art":[26],"under":[29],"unified":[31],"API.":[32],"But":[33],"still,":[34],"there":[35,57],"exists":[36],"no":[37],"such":[38,71],"system":[39],"which":[40],"detects":[41],"the":[42,46,55,94],"chemicals":[43],"present":[44],"in":[45,81],"Beauty":[47],"products":[48],"reviews":[49],"on":[50],"online":[51],"e-commerce":[52],"websites.":[53],"On":[54],"market,":[56],"are":[58,88],"thousands":[59],"different":[61,66],"cosmetic":[62],"products,":[63],"all":[64],"with":[65],"combinations":[67],"ingredients.":[69],"Methods":[70],"as":[72],"token":[73],"identification":[74],"entity":[76],"recognition":[77],"transformer":[78],"model":[79,83,86],"advancing":[80],"both":[82],"architecture":[84],"implemented":[89],"to":[90],"identify":[91],"categorize":[93],"named":[95],"entities.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}