{"id":"https://openalex.org/W2562417371","doi":"https://doi.org/10.1109/tmm.2016.2639382","title":"Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration","display_name":"Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration","publication_year":2016,"publication_date":"2016-12-14","ids":{"openalex":"https://openalex.org/W2562417371","doi":"https://doi.org/10.1109/tmm.2016.2639382","mag":"2562417371"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2016.2639382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2639382","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Multimedia","raw_type":"journal-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/A5039322394","display_name":"Weiqing Min","orcid":"https://orcid.org/0000-0001-6668-9208"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqing Min","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085719285","display_name":"Shuqiang Jiang","orcid":"https://orcid.org/0000-0002-1596-4326"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Jiang","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023834030","display_name":"Jitao Sang","orcid":"https://orcid.org/0000-0002-0699-3205"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jitao Sang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051287824","display_name":"Huayang Wang","orcid":"https://orcid.org/0000-0002-0969-5465"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayang Wang","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034851015","display_name":"Xinda Liu","orcid":"https://orcid.org/0000-0002-1981-7243"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinda Liu","raw_affiliation_strings":["State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079201773","display_name":"Luis Herranz","orcid":"https://orcid.org/0000-0002-7022-3395"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luis Herranz","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5311,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.97316008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"19","issue":"5","first_page":"1100","last_page":"1113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9908000230789185,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9908000230789185,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9898999929428101,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9616000056266785,"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/recipe","display_name":"Recipe","score":0.7279322147369385},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5610891580581665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5477924346923828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5177799463272095},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4743862450122833},{"id":"https://openalex.org/keywords/ingredient","display_name":"Ingredient","score":0.4153519868850708},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3533024787902832},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3504791259765625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32587409019470215},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32269835472106934},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.16389816999435425},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.14313223958015442}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.7279322147369385},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5610891580581665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5477924346923828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5177799463272095},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4743862450122833},{"id":"https://openalex.org/C2780589914","wikidata":"https://www.wikidata.org/wiki/Q10675206","display_name":"Ingredient","level":2,"score":0.4153519868850708},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3533024787902832},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3504791259765625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32587409019470215},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32269835472106934},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.16389816999435425},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.14313223958015442},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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":1,"locations":[{"id":"doi:10.1109/tmm.2016.2639382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2639382","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1250297748","display_name":null,"funder_award_id":"2016M590135","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3117331819","display_name":null,"funder_award_id":"61550110505","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3605299792","display_name":"\u8de8\u7f51\u4e92\u8054\u89c6\u97f3\u9891\u5173\u8054\u5206\u6790\u4e0e\u641c\u7d22","funder_award_id":"61532018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4658312984","display_name":null,"funder_award_id":"61322212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6374101758","display_name":null,"funder_award_id":"61602437","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6488140755","display_name":"\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\u6316\u6398","funder_award_id":"61373122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W44815768","https://openalex.org/W154472438","https://openalex.org/W294036254","https://openalex.org/W1496513042","https://openalex.org/W1572718583","https://openalex.org/W1598452591","https://openalex.org/W1835579201","https://openalex.org/W1900086069","https://openalex.org/W1930223417","https://openalex.org/W1964073652","https://openalex.org/W1970623120","https://openalex.org/W1978132383","https://openalex.org/W1991847815","https://openalex.org/W1993689819","https://openalex.org/W1997076302","https://openalex.org/W2000105909","https://openalex.org/W2013756443","https://openalex.org/W2018168021","https://openalex.org/W2055527244","https://openalex.org/W2078021510","https://openalex.org/W2082396928","https://openalex.org/W2094931013","https://openalex.org/W2097117768","https://openalex.org/W2098178683","https://openalex.org/W2100002341","https://openalex.org/W2100495367","https://openalex.org/W2109214277","https://openalex.org/W2115752676","https://openalex.org/W2116064496","https://openalex.org/W2124095343","https://openalex.org/W2132599485","https://openalex.org/W2136922672","https://openalex.org/W2137875440","https://openalex.org/W2163703637","https://openalex.org/W2163922914","https://openalex.org/W2163969215","https://openalex.org/W2169180945","https://openalex.org/W2170942078","https://openalex.org/W2184188583","https://openalex.org/W2205191193","https://openalex.org/W2206370378","https://openalex.org/W2208802265","https://openalex.org/W2295072214","https://openalex.org/W2296448531","https://openalex.org/W2526198870","https://openalex.org/W2557865186","https://openalex.org/W2618530766","https://openalex.org/W2913340405","https://openalex.org/W2962685035","https://openalex.org/W3104226648","https://openalex.org/W4396952261","https://openalex.org/W6601785968","https://openalex.org/W6606244218","https://openalex.org/W6664275923","https://openalex.org/W6674813771","https://openalex.org/W6677533783","https://openalex.org/W6686207219","https://openalex.org/W6687822614","https://openalex.org/W6687861104","https://openalex.org/W6697395949","https://openalex.org/W6730042849"],"related_works":["https://openalex.org/W2909050333","https://openalex.org/W2611971073","https://openalex.org/W2011684307","https://openalex.org/W2512497230","https://openalex.org/W2950291079","https://openalex.org/W4288389006","https://openalex.org/W2124095343","https://openalex.org/W3168874191","https://openalex.org/W2765707332","https://openalex.org/W2949670192"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"the":[3,89,128,143,147,152,185,190,195,198],"problem":[4],"of":[5,105,197],"recipe-oriented":[6,46],"image-ingredient":[7,73],"correlation":[8],"learning":[9,106,133],"with":[10],"multi-attributes":[11],"for":[12,25,155],"recipe":[13,167],"retrieval":[14],"and":[15,36,40,53,94,96,101,113,116,151,170,173,189],"exploration.":[16],"Existing":[17],"methods":[18],"mainly":[19],"focus":[20],"on":[21,142,184],"food":[22,55,90,177],"visual":[23,30,109],"information":[24],"recognition":[26],"while":[27],"we":[28,61,145],"model":[29],"information,":[31],"textual":[32],"content":[33],"(e.g.,":[34,38,99],"ingredients),":[35],"attributes":[37,125,137],"cuisine":[39,51,162],"course)":[41],"together":[42],"to":[43,70,122,126,134],"solve":[44],"extended":[45,157],"problems,":[47],"such":[48],"as":[49],"multimodal":[50,64,161],"classification":[52],"attribute-enhanced":[54],"image":[56,168],"retrieval.":[57],"As":[58],"a":[59,63],"solution,":[60],"propose":[62],"multitask":[65,132],"deep":[66,149],"belief":[67],"network":[68],"($\\mathrm{M}^{3}$TDBN)":[69],"learn":[71],"joint":[72],"representation":[74,110],"regularized":[75],"by":[76],"different":[77,124,136],"attributes.":[78],"By":[79],"grouping":[80],"ingredients":[81,84,98,115],"into":[82],"visible":[83,87,114],"(which":[85],"are":[86],"in":[88,120],"image,":[91],"e.g.,":[92],"\u201cchicken\u201d":[93],"\u201cmushroom\u201d)":[95],"nonvisible":[97],"\u201csalt\u201d":[100],"\u201coil\u201d),$\\mathrm{M}^{3}$TDBN":[102],"is":[103,182],"capable":[104],"both":[107],"midlevel":[108],"between":[111],"images":[112],"nonvisual":[117],"representation.":[118],"Furthermore,":[119],"order":[121],"utilize":[123],"improve":[127],"intermodality":[129],"correlation,$\\mathrm{M}^{3}$TDBN":[130],"incorporates":[131],"make":[135],"collaborate":[138],"each":[139],"other.":[140],"Based":[141],"proposed$\\mathrm{M}^{3}$TDBN,":[144],"exploit":[146],"derived":[148],"features":[150],"discovered":[153],"correlations":[154],"three":[156],"novel":[158],"applications:":[159],"1)":[160],"classification;":[163],"2)":[164],"attribute-augmented":[165],"cross-modal":[166],"retrieval;":[169],"3)":[171],"ingredient":[172],"attribute":[174],"inference":[175],"from":[176],"images.":[178],"The":[179],"proposed":[180,199],"approach":[181],"evaluated":[183],"constructed":[186],"Yummly":[187],"dataset":[188],"evaluation":[191],"results":[192],"have":[193],"validated":[194],"effectiveness":[196],"approach.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}