{"id":"https://openalex.org/W3027416635","doi":"https://doi.org/10.1109/jiot.2020.2996009","title":"CMRDF: A Real-Time Food Alerting System Based on Multimodal Data","display_name":"CMRDF: A Real-Time Food Alerting System Based on Multimodal Data","publication_year":2020,"publication_date":"2020-05-20","ids":{"openalex":"https://openalex.org/W3027416635","doi":"https://doi.org/10.1109/jiot.2020.2996009","mag":"3027416635"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.2996009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2996009","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5101569329","display_name":"Pengfei Zhou","orcid":"https://orcid.org/0000-0003-2181-3804"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengfei Zhou","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013768600","display_name":"Cong Bai","orcid":"https://orcid.org/0000-0002-6177-3862"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Bai","raw_affiliation_strings":["College of Computer Science and Technology and Key Laboratory of Visual Media Intelligent Processing Technology of Zhejiang Province, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology and Key Laboratory of Visual Media Intelligent Processing Technology of Zhejiang Province, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026884126","display_name":"Jie Xia","orcid":"https://orcid.org/0000-0002-7182-2226"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xia","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055627037","display_name":"Shengyong Chen","orcid":"https://orcid.org/0000-0002-6705-3831"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyong Chen","raw_affiliation_strings":["College of Computer Engineering, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101569329"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":1.0654,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78891073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"9","first_page":"6335","last_page":"6349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9969000220298767,"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":0.9969000220298767,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11393","display_name":"Biosensors and Analytical Detection","score":0.9063000082969666,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7693357467651367},{"id":"https://openalex.org/keywords/chrominance","display_name":"Chrominance","score":0.5758328437805176},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.566766619682312},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5335550308227539},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4363996684551239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4227159321308136},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.41238248348236084},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40188610553741455},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34568530321121216},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32338303327560425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7693357467651367},{"id":"https://openalex.org/C163204269","wikidata":"https://www.wikidata.org/wiki/Q355263","display_name":"Chrominance","level":3,"score":0.5758328437805176},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.566766619682312},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5335550308227539},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4363996684551239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4227159321308136},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.41238248348236084},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40188610553741455},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34568530321121216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32338303327560425},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.2996009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2996009","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2098762469","display_name":null,"funder_award_id":"U1908210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G491842903","display_name":null,"funder_award_id":"61976192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8651560819","display_name":null,"funder_award_id":"2018YFB1305200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W137800908","https://openalex.org/W1496513042","https://openalex.org/W1501856433","https://openalex.org/W1861492603","https://openalex.org/W1949478088","https://openalex.org/W1963726930","https://openalex.org/W1973959040","https://openalex.org/W1991847815","https://openalex.org/W2006580519","https://openalex.org/W2021775870","https://openalex.org/W2060269880","https://openalex.org/W2077311337","https://openalex.org/W2087082746","https://openalex.org/W2090933088","https://openalex.org/W2097117768","https://openalex.org/W2100235303","https://openalex.org/W2106277773","https://openalex.org/W2108598243","https://openalex.org/W2109214277","https://openalex.org/W2116341502","https://openalex.org/W2150734159","https://openalex.org/W2169086223","https://openalex.org/W2170354963","https://openalex.org/W2194775991","https://openalex.org/W2219839555","https://openalex.org/W2296639790","https://openalex.org/W2328874066","https://openalex.org/W2346695885","https://openalex.org/W2400829371","https://openalex.org/W2524870750","https://openalex.org/W2527187232","https://openalex.org/W2562417371","https://openalex.org/W2563053307","https://openalex.org/W2614828187","https://openalex.org/W2618247517","https://openalex.org/W2736824844","https://openalex.org/W2737041163","https://openalex.org/W2737925311","https://openalex.org/W2747196696","https://openalex.org/W2761189739","https://openalex.org/W2765241277","https://openalex.org/W2765977864","https://openalex.org/W2772608153","https://openalex.org/W2783464233","https://openalex.org/W2791600389","https://openalex.org/W2805143365","https://openalex.org/W2807799767","https://openalex.org/W2808519012","https://openalex.org/W2808584702","https://openalex.org/W2887324239","https://openalex.org/W2890531016","https://openalex.org/W2891821958","https://openalex.org/W2895749405","https://openalex.org/W2901459178","https://openalex.org/W2932399282","https://openalex.org/W2948144019","https://openalex.org/W2954300568","https://openalex.org/W2963101956","https://openalex.org/W2963187862","https://openalex.org/W2963389687","https://openalex.org/W2963840171","https://openalex.org/W2963875806","https://openalex.org/W2964180302","https://openalex.org/W2966146145","https://openalex.org/W2966316879","https://openalex.org/W2967957126","https://openalex.org/W2972610293","https://openalex.org/W2979709296","https://openalex.org/W2995924296","https://openalex.org/W3105300457","https://openalex.org/W4237723258","https://openalex.org/W6631216910","https://openalex.org/W6631516269","https://openalex.org/W6639103823","https://openalex.org/W6674524516","https://openalex.org/W6686207219","https://openalex.org/W6726873649","https://openalex.org/W6754415930","https://openalex.org/W6755207826","https://openalex.org/W6766685920","https://openalex.org/W6767054081"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"A":[0],"healthy":[1],"diet":[2],"is":[3,27,63,72,184],"a":[4,97,109,126,179],"major":[5],"concern":[6],"for":[7,10,29,57,75],"everyone,":[8],"especially":[9],"those":[11],"with":[12,19,92,136],"specific":[13],"diseases,":[14],"such":[15,47,93],"as":[16,48],"diabetes.":[17],"Meanwhile,":[18],"the":[20,33,80,141,154,162,176,191,198,203,214],"rapid":[21],"development":[22],"of":[23,44],"new":[24,127,204],"technologies,":[25],"it":[26,55,71],"feasible":[28],"us":[30],"to":[31,59,65,77,86,152,173,182],"detect":[32],"deep":[34,155],"latent":[35,142,156],"relationship":[36],"between":[37],"daily":[38],"meals":[39],"and":[40,51,83,160,170,188,202,222],"wellbeing.":[41],"Advanced":[42],"Internet":[43],"Things":[45],"devices,":[46],"smart":[49],"bracelets":[50],"wearable":[52,119],"cameras,":[53],"make":[54],"possible":[56],"people":[58],"know":[60],"how":[61],"food":[62,105,177,208],"related":[64],"health":[66,81],"at":[67],"any":[68],"time.":[69],"However,":[70],"still":[73],"arduous":[74],"individuals":[76],"memorize":[78],"all":[79],"information":[82,143,157,172],"utilize":[84],"them":[85],"regulate":[87],"their":[88],"diet.":[89],"To":[90],"deal":[91],"problems,":[94],"we":[95,124],"propose":[96,125],"novel":[98],"system":[99],"called":[100],"cross-modal":[101,129,216],"retrieval":[102,130,217],"on":[103,114,197,228],"diabetogenic":[104,185,207,211],"(CMRDF)":[106],"which":[107],"realizes":[108],"real-time":[110],"dietary":[111],"notice":[112],"based":[113],"multimodal":[115,145,206],"data":[116,163,200],"captured":[117],"from":[118,232],"devices.":[120],"In":[121],"this":[122],"system,":[123],"graph-based":[128],"method":[131,218],"named":[132],"graph":[133,149],"correlation":[134],"analysis":[135],"ranking":[137],"loss":[138],"that":[139,178,213],"finds":[140],"in":[144,158,164,193],"data.":[146],"We":[147],"use":[148],"convolutional":[150],"networks":[151],"dig":[153],"modalities":[159],"represent":[161],"finer":[165],"granularity.":[166],"It":[167],"uses":[168],"visual":[169],"physiological":[171],"estimate":[174],"whether":[175],"user":[180],"tries":[181],"obtain":[183],"or":[186],"not,":[187],"feeds":[189],"back":[190],"reasons":[192],"detail.":[194],"Extensive":[195],"experiments":[196],"MSCOCO":[199],"set":[201],"proposed":[205,215],"database":[209],"real-life":[210],"show":[212],"outperforms":[219],"state-of-the-art":[220],"methods":[221],"CMRDF":[223],"can":[224],"achieve":[225],"reliable":[226],"results":[227],"preventing":[229],"diabetic":[230],"patients":[231],"inappropriate":[233],"food.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}