{"id":"https://openalex.org/W2765241277","doi":"https://doi.org/10.1145/3132635.3132643","title":"Live Personalized Nutrition Recommendation Engine","display_name":"Live Personalized Nutrition Recommendation Engine","publication_year":2017,"publication_date":"2017-10-23","ids":{"openalex":"https://openalex.org/W2765241277","doi":"https://doi.org/10.1145/3132635.3132643","mag":"2765241277","pmid":"https://pubmed.ncbi.nlm.nih.gov/31214667"},"language":"en","primary_location":{"id":"doi:10.1145/3132635.3132643","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132635.3132643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6581448","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088678431","display_name":"Nitish Nag","orcid":"https://orcid.org/0000-0002-8409-1223"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nitish Nag","raw_affiliation_strings":["University of California, Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009309130","display_name":"Vaibhav Pandey","orcid":"https://orcid.org/0000-0002-6235-5793"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vaibhav Pandey","raw_affiliation_strings":["University of California, Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010478919","display_name":"Ramesh Jain","orcid":"https://orcid.org/0000-0003-2373-4966"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramesh Jain","raw_affiliation_strings":["University of California, Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088678431"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":2.3562,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.88953403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2017","issue":null,"first_page":"61","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12267","display_name":"Diet and metabolism studies","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11925","display_name":"Culinary Culture and Tourism","score":0.9503999948501587,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7075503468513489},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6374646425247192},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.45374780893325806},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.42590996623039246},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4233565330505371},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.41035908460617065},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3277876675128937},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20469596982002258},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1343328058719635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7075503468513489},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6374646425247192},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.45374780893325806},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.42590996623039246},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4233565330505371},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.41035908460617065},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3277876675128937},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20469596982002258},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1343328058719635},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3132635.3132643","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132635.3132643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care","raw_type":"proceedings-article"},{"id":"pmid:31214667","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31214667","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MMHealth'17 : proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care : October 23, 2017, Mountain View, CA, USA. ACM Workshop on Multimedia for Personal Health and Health Care (2nd : 2017 : Mount...","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6581448","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6581448","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MMHealth17 (2017)","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6581448","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6581448","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MMHealth17 (2017)","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G7081752104","display_name":null,"funder_award_id":"T32 HL 116270-4","funder_id":"https://openalex.org/F4320337349","funder_display_name":"NIH Office of the Director"}],"funders":[{"id":"https://openalex.org/F4320337349","display_name":"NIH Office of the Director","ror":"https://ror.org/00fj8a872"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W116283157","https://openalex.org/W1160916971","https://openalex.org/W1481229588","https://openalex.org/W1924219510","https://openalex.org/W1967405452","https://openalex.org/W2003598572","https://openalex.org/W2071537279","https://openalex.org/W2084979527","https://openalex.org/W2098538096","https://openalex.org/W2114214123","https://openalex.org/W2120900000","https://openalex.org/W2123329924","https://openalex.org/W2138831913","https://openalex.org/W2140433787","https://openalex.org/W2147655666","https://openalex.org/W2168524306","https://openalex.org/W2255963271","https://openalex.org/W2396345911","https://openalex.org/W2531603677","https://openalex.org/W2613195447","https://openalex.org/W2780819262","https://openalex.org/W3122546866","https://openalex.org/W3143094929","https://openalex.org/W4229629337"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Dietary":[0],"choices":[1],"are":[2,118],"the":[3,27,62,143,148],"primary":[4,144],"determinants":[5],"of":[6,29,65,146],"prominent":[7],"dis-":[8],"eases":[9],"such":[10,21],"as":[11,22],"diabetes,":[12],"heart":[13],"disease,":[14],"and":[15,122,134,167],"obesity.":[16],"Human":[17],"health":[18,56,131],"care":[19],"providers,":[20],"dietitians,":[23],"cannot":[24],"be":[25],"at":[26,32],"side":[28],"every":[30],"user":[31],"all":[33],"times":[34],"to":[35,53,95,100,125,150,162],"manually":[36],"guide":[37],"them":[38],"towards":[39],"optimal":[40],"choices.":[41],"Automated":[42],"adaptive":[43],"guidance":[44,57],"fused":[45],"with":[46],"expert":[47],"knowledge":[48],"can":[49],"use":[50],"multimedia":[51],"data":[52,87,94,132],"technologically":[54],"scale":[55],"without":[58],"human":[59],"intervention.":[60],"Addressing":[61],"correct":[63],"granularity":[64],"recommendations":[66],"(in":[67],"this":[68,107],"case":[69],"meal":[70],"dishes)":[71],"is":[72,140],"essential":[73],"for":[74],"effortless":[75],"decision":[76,82],"making.":[77],"Thus":[78],"we":[79],"make":[80],"a":[81,102,151,163],"support":[83],"system":[84,108],"using":[85],"multi-modal":[86],"relying":[88],"on":[89,128],"timely,":[90],"contextually":[91,165],"aware,":[92],"personalized":[93,130,152],"find":[96],"local":[97],"restaurant":[98],"dishes":[99],"satisfy":[101],"user's":[103],"needs.":[104],"Algorithms":[105],"in":[106],"take":[109],"nutritional":[110],"facts":[111],"regarding":[112],"products,":[113],"efficiently":[114],"calculate":[115],"which":[116],"items":[117],"healthiest,":[119],"then":[120],"re-rank":[121],"filter":[123],"results":[124],"users":[126],"based":[127],"their":[129],"streams":[133],"environmental":[135],"context.":[136],"Our":[137],"recommendation":[138],"engine":[139],"driven":[141],"by":[142,158],"goal":[145],"lowering":[147],"barriers":[149],"healthy":[153],"choice":[154],"when":[155],"eating":[156],"out,":[157],"distilling":[159],"dish":[160],"suggestions":[161],"single":[164],"aware":[166],"easily":[168],"understood":[169],"score.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
