{"id":"https://openalex.org/W4221149278","doi":"https://doi.org/10.48550/arxiv.2203.06721","title":"Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning","display_name":"Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning","publication_year":2022,"publication_date":"2022-03-13","ids":{"openalex":"https://openalex.org/W4221149278","doi":"https://doi.org/10.48550/arxiv.2203.06721"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2203.06721","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.06721","pdf_url":"https://arxiv.org/pdf/2203.06721","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2203.06721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043535259","display_name":"Md. Shafaat Jamil Rokon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rokon, Md. Shafaat Jamil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021919229","display_name":"Md. Kishor Morol","orcid":"https://orcid.org/0000-0002-4468-8260","observed_orcids":["https://orcid.org/0000-0002-4468-8260"]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Morol, Md Kishor","raw_affiliation_strings":["Department of Computer Science American International University-Bangladesh (AIUB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science American International University-Bangladesh (AIUB)","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028113715","display_name":"Ishra Binte Hasan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Hasan, Ishra Binte","raw_affiliation_strings":["Department of Computer Science American International University-Bangladesh (AIUB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science American International University-Bangladesh (AIUB)","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011321634","display_name":"A. M. Saif","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Saif, A. M.","raw_affiliation_strings":["Department of Computer Science American International University-Bangladesh (AIUB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science American International University-Bangladesh (AIUB)","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071372643","display_name":"Rafid Hussain Khan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Khan, Rafid Hussain","raw_affiliation_strings":["Department of Computer Science American International University-Bangladesh (AIUB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science American International University-Bangladesh (AIUB)","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9922000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9922000169754028,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.002199999988079071,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.0007999999797903001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8820000290870667}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.9892363548278809},{"id":"https://openalex.org/C2780589914","wikidata":"https://www.wikidata.org/wiki/Q10675206","display_name":"Ingredient","level":2,"score":0.6823530197143555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6251205801963806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5977759957313538},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.51048743724823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49843311309814453},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4897348880767822},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41910362243652344},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.18812668323516846},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2203.06721","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.06721","pdf_url":"https://arxiv.org/pdf/2203.06721","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2203.06721","doi":"https://doi.org/10.48550/arxiv.2203.06721","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2203.06721","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2203.06721","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.06721","pdf_url":"https://arxiv.org/pdf/2203.06721","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6735000014305115,"id":"https://metadata.un.org/sdg/2"}],"sustainable_development_goals_aurora":[{"display_name":"Zero hunger","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221149278.pdf","grobid_xml":"https://content.openalex.org/works/W4221149278.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2909050333","https://openalex.org/W2611971073","https://openalex.org/W2011684307","https://openalex.org/W2950291079","https://openalex.org/W2512497230","https://openalex.org/W4288389006","https://openalex.org/W2124095343","https://openalex.org/W3168874191","https://openalex.org/W2065710407","https://openalex.org/W2765707332"],"abstract_inverted_index":{"Food":[0],"is":[1,55,67,86,95,188],"essential":[2],"for":[3,70,81,129,137,172],"human":[4],"survival,":[5],"and":[6,118,133,171],"people":[7,18],"always":[8],"try":[9],"to":[10,37,49,98,106,154,167],"taste":[11],"different":[12,99,156],"types":[13],"of":[14,65,150,184],"delicious":[15,52],"recipes.":[16],"Frequently,":[17],"choose":[19],"food":[20,31,53,100,130,157,169],"ingredients":[21,32,45,66,131,158],"without":[22],"even":[23,80],"knowing":[24],"their":[25],"names":[26],"or":[27],"pick":[28],"up":[29],"some":[30],"that":[33],"are":[34],"not":[35],"obvious":[36],"them":[38],"from":[39],"a":[40,51,63,71,78,127,146],"grocery":[41],"store.":[42],"Knowing":[43],"which":[44,187],"can":[46,76,112],"be":[47,77,113],"mixed":[48],"make":[50],"recipe":[54,60,173],"essential.":[56],"Selecting":[57],"the":[58],"right":[59],"by":[61,115],"choosing":[62],"list":[64],"very":[68],"difficult":[69],"beginner":[72],"cook.":[73],"However,":[74],"it":[75],"problem":[79],"experts.":[82],"One":[83],"such":[84],"example":[85],"recognising":[87],"objects":[88],"through":[89],"image":[90],"processing.":[91],"Although":[92],"this":[93,123],"process":[94],"complex":[96],"due":[97],"ingredients,":[101,170],"traditional":[102],"approaches":[103],"will":[104],"lead":[105],"an":[107,135,182],"inaccuracy":[108],"rate.":[109],"These":[110],"problems":[111],"solved":[114],"machine":[116,178],"learning":[117,120],"deep":[119],"approaches.":[121],"In":[122],"paper,":[124],"we":[125,175],"implemented":[126],"model":[128,164],"recognition":[132],"designed":[134],"algorithm":[136],"recommending":[138],"recipes":[139],"based":[140],"on":[141],"recognised":[142],"ingredients.":[143],"We":[144,180],"made":[145],"custom":[147],"dataset":[148],"consisting":[149],"9856":[151],"images":[152],"belonging":[153],"32":[155],"classes.":[159],"Convolution":[160],"Neural":[161],"Network":[162],"(CNN)":[163],"was":[165],"used":[166,177],"identify":[168],"recommendations,":[174],"have":[176],"learning.":[179],"achieved":[181],"accuracy":[183],"94":[185],"percent,":[186],"quite":[189],"impressive.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-30T09:27:27.532063","created_date":"2025-10-10T00:00:00"}