{"id":"https://openalex.org/W2754630480","doi":"https://doi.org/10.1145/3131894","title":"Recognizing Eating from Body-Worn Sensors","display_name":"Recognizing Eating from Body-Worn Sensors","publication_year":2017,"publication_date":"2017-09-11","ids":{"openalex":"https://openalex.org/W2754630480","doi":"https://doi.org/10.1145/3131894","mag":"2754630480"},"language":"en","primary_location":{"id":"doi:10.1145/3131894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131894","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","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/A5079889313","display_name":"Mark Mirtchouk","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark Mirtchouk","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042530639","display_name":"Drew Lustig","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Drew Lustig","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112296621","display_name":"Alexandra Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra Smith","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112320556","display_name":"Ivan Ching","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivan Ching","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089440152","display_name":"Min Zheng","orcid":"https://orcid.org/0000-0001-6159-9879"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Zheng","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048879571","display_name":"Samantha Kleinberg","orcid":"https://orcid.org/0000-0001-6964-3272"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samantha Kleinberg","raw_affiliation_strings":["Stevens Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5079889313"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":4.8733,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.95281312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"1","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.991100013256073,"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":0.991100013256073,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9878000020980835,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/generalizability-theory","display_name":"Generalizability theory","score":0.708780825138092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6137338280677795},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5736035108566284},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5499703884124756},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5200833678245544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44579246640205383},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4374810457229614},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4121396243572235},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37835726141929626},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.32145148515701294},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21254438161849976}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.708780825138092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6137338280677795},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5736035108566284},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5499703884124756},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5200833678245544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44579246640205383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4374810457229614},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4121396243572235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37835726141929626},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.32145148515701294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21254438161849976},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3131894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131894","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3450272969","display_name":null,"funder_award_id":"1347119","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1964226903","https://openalex.org/W1995330098","https://openalex.org/W1995435322","https://openalex.org/W1996752302","https://openalex.org/W2000105909","https://openalex.org/W2001877520","https://openalex.org/W2022198541","https://openalex.org/W2035040039","https://openalex.org/W2043382071","https://openalex.org/W2044892219","https://openalex.org/W2073315815","https://openalex.org/W2094931013","https://openalex.org/W2095344888","https://openalex.org/W2103239268","https://openalex.org/W2111298664","https://openalex.org/W2122991029","https://openalex.org/W2128944537","https://openalex.org/W2144165269","https://openalex.org/W2155961734","https://openalex.org/W2162226056","https://openalex.org/W2163710303","https://openalex.org/W2168907388","https://openalex.org/W2262806837","https://openalex.org/W2284103735","https://openalex.org/W2336225560","https://openalex.org/W2433903837","https://openalex.org/W2499587852","https://openalex.org/W2508301911","https://openalex.org/W2609956602","https://openalex.org/W3104226648"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2110287964","https://openalex.org/W2167701463","https://openalex.org/W4307407935"],"abstract_inverted_index":{"Automated":[0],"dietary":[1],"monitoring":[2],"solutions":[3],"that":[4,83,205,227],"can":[5,156,246],"find":[6,203,226],"when,":[7],"what,":[8],"and":[9,42,67,90,103,130,172],"how":[10,152],"much":[11],"individuals":[12,24,143],"consume":[13],"are":[14,46,54],"needed":[15],"for":[16,39,141,177],"many":[17],"applications":[18],"such":[19,97],"as":[20,98],"providing":[21],"feedback":[22],"to":[23,34,75,93,150,187,192,232,249],"with":[25,36,60],"chronic":[26],"disease.":[27],"Advances":[28],"in":[29,48,56,87,106,116,144],"body-worn":[30,168],"sensors":[31,176],"have":[32],"led":[33],"systems":[35,74],"high":[37],"accuracy":[38,154],"finding":[40],"meals":[41],"even":[43],"which":[44],"foods":[45],"consumed":[47],"each":[49,145],"bite.":[50],"However,":[51],"most":[52],"tests":[53],"done":[55],"controlled":[57],"lab":[58,129,183,228],"settings":[59],"restricted":[61],"meal":[62],"choices,":[63],"little":[64],"background":[65,99],"noise,":[66,100],"subjects":[68],"focused":[69],"on":[70,164],"eating.":[71],"For":[72],"these":[73],"be":[76,91,157],"adopted":[77],"by":[78,136],"users":[79],"it":[80,148],"is":[81,134,213,221],"critical":[82],"they":[84],"work":[85],"well":[86],"realistic":[88,107],"situations":[89],"able":[92],"handle":[94],"confounding":[95],"factors":[96],"shared":[101],"meals,":[102],"multi-tasking.":[104],"Work":[105],"environments":[108],"usually":[109,138],"has":[110,114,123,198],"lower":[111],"accuracy,":[112,201,241],"but":[113,235],"challenges":[115],"determining":[117],"ground":[118],"truth.":[119],"Most":[120],"critically,":[121],"there":[122],"been":[124],"a":[125,161,206],"significant":[126],"gap":[127,155],"between":[128],"free-living":[131,238],"environments.":[132],"This":[133],"compounded":[135],"data":[137,229,239,243],"being":[139],"collected":[140],"different":[142],"setting,":[146],"making":[147],"difficult":[149],"determine":[151],"the":[153,182,193,199],"closed.":[158],"We":[159,224],"present":[160],"multi-modality":[162],"study":[163],"eating":[165],"recognition,":[166],"using":[167],"motion":[169],"(head,":[170],"wrists)":[171],"audio":[173,196],"(earbud":[174],"microphone)":[175],"12":[178],"participants":[179],"(6":[180],"from":[181,244],"study,":[184],"6":[185],"new":[186],"test":[188],"generalizability).":[189],"In":[190],"contrast":[191],"lab,":[194],"where":[195],"alone":[197],"highest":[200],"we":[202],"now":[204],"combination":[207],"of":[208],"sensing":[209],"modalities":[210],"(audio,":[211],"motion)":[212],"needed;":[214],"yet":[215],"sensor":[216],"placement":[217],"(head":[218],"vs.":[219],"wrist)":[220],"not":[222],"critical.":[223],"further":[225],"does":[230],"generalize":[231],"other":[233],"participants,":[234],"while":[236],"personal":[237],"improves":[240],"more":[242],"others":[245],"actually":[247],"lead":[248],"worse":[250],"performance.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
