{"id":"https://openalex.org/W7134970240","doi":"https://doi.org/10.1109/icdmw69685.2025.00077","title":"Cross-Cultural Recipe Transformation Via Neural Network and Encoder-Based Models","display_name":"Cross-Cultural Recipe Transformation Via Neural Network and Encoder-Based Models","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134970240","doi":"https://doi.org/10.1109/icdmw69685.2025.00077"},"language":null,"primary_location":{"id":"doi:10.1109/icdmw69685.2025.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"},"type":"article","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/A5128710526","display_name":"Vibhuti Dhar Khanduri","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vibhuti Dhar Khanduri","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039374907","display_name":"Mansi Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mansi Goel","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120279633","display_name":"Lakshay Dabas","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lakshay Dabas","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101994992","display_name":"Harsh Agarwal","orcid":"https://orcid.org/0000-0001-7057-2969"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Kumar Agarwal","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi (IIIT-Delhi),Department of Computational Biology,India","institution_ids":["https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128710526"],"corresponding_institution_ids":["https://openalex.org/I119939252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84251024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"633","last_page":"640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11454","display_name":"Cultural Differences and Values","score":0.13529999554157257,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11454","display_name":"Cultural Differences and Values","score":0.13529999554157257,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10907","display_name":"International Student and Expatriate Challenges","score":0.07209999859333038,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T12090","display_name":"Language and cultural evolution","score":0.065700002014637,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5942000150680542},{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.5239999890327454},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.3880000114440918},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.30880001187324524},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.29319998621940613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104999780654907},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5942000150680542},{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.5239999890327454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5217999815940857},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3880000114440918},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2370000034570694},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2337999939918518}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw69685.2025.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1523794535","https://openalex.org/W2808080405","https://openalex.org/W2969545244","https://openalex.org/W2970641574","https://openalex.org/W3025516417","https://openalex.org/W3033519140","https://openalex.org/W3033572869","https://openalex.org/W3037458976","https://openalex.org/W3048804154","https://openalex.org/W3084411549","https://openalex.org/W3109664766","https://openalex.org/W3129375512","https://openalex.org/W3129832691","https://openalex.org/W3198812502","https://openalex.org/W4285264917","https://openalex.org/W4319165967","https://openalex.org/W4389483496","https://openalex.org/W4394713226","https://openalex.org/W6910546390"],"related_works":[],"abstract_inverted_index":{"Every":[0],"cuisine":[1,50],"has":[2],"a":[3,19,40,46,66],"culinary":[4,14,88],"fingerprint":[5],"characterized":[6],"by":[7,53],"its":[8,55],"idiosyncratic":[9],"ingredient":[10,106,130],"composition.":[11],"Transforming":[12],"this":[13,36],"signature":[15],"across":[16],"cuisines":[17],"is":[18],"creative":[20],"yet":[21],"challenging":[22],"task.":[23],"Traditionally,":[24],"such":[25],"fusion":[26],"recipes":[27],"have":[28],"emerged":[29],"through":[30],"human":[31],"experimentation":[32],"and":[33,74,83,102,145],"intuition.":[34],"In":[35],"study,":[37],"we":[38],"propose":[39],"computational":[41,147],"framework":[42],"to":[43,51,85],"systematically":[44],"transform":[45],"recipe":[47,100,143],"from":[48,60],"one":[49],"another":[52],"replacing":[54],"ingredients":[56],"with":[57,128],"meaningful":[58,126],"counterparts":[59],"the":[61,87,103,112,116,135],"target":[62],"cuisine.":[63],"We":[64],"employ":[65],"clustering-based":[67],"strategy":[68],"using":[69],"neural":[70],"network-based":[71],"Word2Vec-Doc2Vec":[72,113],"models":[73,93,122,139],"three":[75],"encoder-based":[76,138],"BERT":[77],"variants":[78],"(Mean":[79],"Pooling,":[80,82],"CLS":[81],"SBERT)":[84],"capture":[86],"context":[89],"of":[90,105,137],"ingredients.":[91],"The":[92],"are":[94],"evaluated":[95],"on":[96],"their":[97],"success":[98,119],"in":[99,140],"transformation":[101,118,144],"quality":[104],"substitutions.":[107],"Results":[108],"show":[109],"that":[110],"while":[111],"model":[114],"achieves":[115],"highest":[117],"rate,":[120],"BERT-based":[121],"produce":[123],"more":[124],"contextually":[125],"substitutions":[127],"fewer":[129],"replacements.":[131],"These":[132],"findings":[133],"highlight":[134],"potential":[136],"facilitating":[141],"cross-cultural":[142],"advancing":[146],"gastronomy.":[148]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}
