{"id":"https://openalex.org/W4281770101","doi":"https://doi.org/10.1109/access.2022.3179702","title":"Sensing Eating Events in Context: A Smartphone-Only Approach","display_name":"Sensing Eating Events in Context: A Smartphone-Only Approach","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4281770101","doi":"https://doi.org/10.1109/access.2022.3179702"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3179702","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3179702","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09786810.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09786810.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035921856","display_name":"Wageesha Bangamuarachchi","orcid":"https://orcid.org/0000-0001-5166-3881"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Wageesha Bangamuarachchi","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0001-5166-3881","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067830019","display_name":"Anju Chamantha","orcid":"https://orcid.org/0000-0001-9036-6943"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Anju Chamantha","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0001-9036-6943","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042096756","display_name":"Lakmal Meegahapola","orcid":"https://orcid.org/0000-0002-5275-6585"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Lakmal Meegahapola","raw_affiliation_strings":["Social Computing Group, Idiap Research Institute, Martigny, Switzerland","d&#x00E9","rale de Lausanne (EPFL), Switzerland","cole Polytechnique F&#x00E9"],"raw_orcid":"https://orcid.org/0000-0002-5275-6585","affiliations":[{"raw_affiliation_string":"Social Computing Group, Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]},{"raw_affiliation_string":"d&#x00E9","institution_ids":[]},{"raw_affiliation_string":"rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"cole Polytechnique F&#x00E9","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026132686","display_name":"Salvador Ru\u00edz-Correa","orcid":"https://orcid.org/0000-0002-2918-6780"},"institutions":[{"id":"https://openalex.org/I147482076","display_name":"Institute for Scientific and Technological Research","ror":"https://ror.org/03sbzv212","country_code":"MX","type":"funder","lineage":["https://openalex.org/I147482076"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Salvador Ruiz-Correa","raw_affiliation_strings":["Youth Innovation Laboratory, IPICYT, San Luis Potos&#x00ED;, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Youth Innovation Laboratory, IPICYT, San Luis Potos&#x00ED;, Mexico","institution_ids":["https://openalex.org/I147482076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008036750","display_name":"Indika Perera","orcid":"https://orcid.org/0000-0001-5660-248X"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Indika Perera","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0001-5660-248X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012965551","display_name":"Daniel G\u00e1tica-P\u00e9rez","orcid":"https://orcid.org/0000-0001-5488-2182"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Daniel Gatica-Perez","raw_affiliation_strings":["Social Computing Group, Idiap Research Institute, Martigny, Switzerland","rale de Lausanne (EPFL), Switzerland","d&#x00E9","cole Polytechnique F&#x00E9"],"raw_orcid":"https://orcid.org/0000-0001-5488-2182","affiliations":[{"raw_affiliation_string":"Social Computing Group, Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]},{"raw_affiliation_string":"rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"d&#x00E9","institution_ids":[]},{"raw_affiliation_string":"cole Polytechnique F&#x00E9","institution_ids":["https://openalex.org/I142476485"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4641,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.82981736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"61249","last_page":"61264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9839000105857849,"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"}},"topics":[{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9839000105857849,"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"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9668999910354614,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713451087474823},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7018777132034302},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.632394552230835},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5589962005615234},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5022785663604736},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4338783919811249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43161484599113464},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.43138349056243896},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3333733081817627},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.33129826188087463},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3285502791404724},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2773772180080414},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2645784020423889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713451087474823},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7018777132034302},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.632394552230835},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5589962005615234},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5022785663604736},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4338783919811249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43161484599113464},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.43138349056243896},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3333733081817627},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.33129826188087463},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3285502791404724},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2773772180080414},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2645784020423889},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2022.3179702","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3179702","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09786810.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2205.14191","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.14191","pdf_url":"https://arxiv.org/pdf/2205.14191","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:e01dc640ec814120857d3df9ad58677c","is_oa":true,"landing_page_url":"https://doaj.org/article/e01dc640ec814120857d3df9ad58677c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 61249-61264 (2022)","raw_type":"article"},{"id":"pmh:oai:infoscience.epfl.ch:294570","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9786810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3179702","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3179702","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09786810.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G7474279210","display_name":"WeNet - The Internet of US","funder_award_id":"823783","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281770101.pdf","grobid_xml":"https://content.openalex.org/works/W4281770101.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W1503108660","https://openalex.org/W1508408520","https://openalex.org/W1987608603","https://openalex.org/W1994703241","https://openalex.org/W1995330098","https://openalex.org/W2018076238","https://openalex.org/W2018541879","https://openalex.org/W2020362261","https://openalex.org/W2037646636","https://openalex.org/W2060774914","https://openalex.org/W2064731085","https://openalex.org/W2072310272","https://openalex.org/W2079672634","https://openalex.org/W2080968155","https://openalex.org/W2082067155","https://openalex.org/W2088794999","https://openalex.org/W2089468765","https://openalex.org/W2101234009","https://openalex.org/W2106105782","https://openalex.org/W2106883183","https://openalex.org/W2124555616","https://openalex.org/W2128944537","https://openalex.org/W2137070227","https://openalex.org/W2144942915","https://openalex.org/W2148143831","https://openalex.org/W2152423878","https://openalex.org/W2177191427","https://openalex.org/W2183659962","https://openalex.org/W2319186329","https://openalex.org/W2336225560","https://openalex.org/W2341232870","https://openalex.org/W2345735467","https://openalex.org/W2408017125","https://openalex.org/W2433903837","https://openalex.org/W2509156994","https://openalex.org/W2516020480","https://openalex.org/W2530969395","https://openalex.org/W2547157569","https://openalex.org/W2593519256","https://openalex.org/W2604757304","https://openalex.org/W2715908494","https://openalex.org/W2726276264","https://openalex.org/W2754998475","https://openalex.org/W2766010849","https://openalex.org/W2768990309","https://openalex.org/W2782798323","https://openalex.org/W2783941054","https://openalex.org/W2794466545","https://openalex.org/W2891344401","https://openalex.org/W2945097915","https://openalex.org/W2950428628","https://openalex.org/W2967921700","https://openalex.org/W2972563961","https://openalex.org/W2983597774","https://openalex.org/W3006281198","https://openalex.org/W3010810189","https://openalex.org/W3034498051","https://openalex.org/W3035657645","https://openalex.org/W3041822608","https://openalex.org/W3082384604","https://openalex.org/W3095188206","https://openalex.org/W3106815826","https://openalex.org/W3110266478","https://openalex.org/W3110527836","https://openalex.org/W3112326228","https://openalex.org/W3122909598","https://openalex.org/W3150829553","https://openalex.org/W3158926095","https://openalex.org/W3162302737","https://openalex.org/W3170549251","https://openalex.org/W3181414808","https://openalex.org/W3199415733","https://openalex.org/W4231388509","https://openalex.org/W4233210262","https://openalex.org/W4234669492","https://openalex.org/W4244895750","https://openalex.org/W4245458776","https://openalex.org/W4253156077","https://openalex.org/W4256060553","https://openalex.org/W4288111914","https://openalex.org/W4297924996","https://openalex.org/W6607259140","https://openalex.org/W6630509447","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W2011264131","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W4306353150","https://openalex.org/W3175610199","https://openalex.org/W2481123202"],"abstract_inverted_index":{"While":[0],"the":[1,19,22,69,104],"task":[2],"of":[3,16,21,59,68,86,109,112,129,168,216],"detecting":[4,191],"eating":[5,30,46,87,94,153,185,193,226],"events":[6,31,49,95],"has":[7],"been":[8],"examined":[9],"in":[10,160,199],"prior":[11],"work":[12],"using":[13,114,138,187],"a":[14,25,42,57,115],"variety":[15],"wearable":[17],"devices,":[18],"use":[20],"smartphone":[23,52],"as":[24,33,76],"standalone":[26],"device":[27],"to":[28,126,206],"infer":[29],"remains":[32],"an":[34,100],"open":[35],"issue.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40,64,91],"propose":[41],"framework":[43],"that":[44,66,93,144,155,177],"infers":[45],"vs.":[47],"non-eating":[48],"from":[50,73],"passive":[51],"sensing,":[53],"and":[54,71,82,88,133,149,210,219],"evaluated":[55],"on":[56],"dataset":[58],"58":[60],"college":[61],"students.":[62],"First,":[63],"show":[65,92,143],"time":[67],"day":[70],"features":[72],"modalities":[74],"such":[75],"screen":[77],"usage,":[78,81],"accelerometer,":[79],"app":[80],"location":[83],"are":[84,167,178],"indicative":[85],"non-eating.":[89],"Then,":[90],"can":[96,121],"be":[97,122],"inferred":[98],"with":[99],"AUROC":[101],"(area":[102],"under":[103],"receiver":[105],"operating":[106],"characteristics":[107],"curve)":[108],"0.65":[110],"(F1-score":[111,128],"0.75)":[113],"subject-independent":[116],"machine":[117],"learning":[118],"model,":[119],"which":[120],"further":[123],"improved":[124],"up":[125],"0.81":[127,134],"0.85":[130],"for":[131,135,171,213],"subject-dependent":[132],"hybrid":[136],"models)":[137],"personalization":[139],"techniques.":[140],"We":[141],"also":[142],"users":[145],"have":[146],"different":[147],"behavioral":[148],"contextual":[150],"routines":[151],"around":[152],"episodes,":[154],"require":[156],"specific":[157],"feature":[158],"groups":[159],"training":[161],"fully":[162],"personalized":[163],"models.":[164],"These":[165],"findings":[166],"potential":[169],"value":[170],"future":[172],"mobile":[173,222],"food":[174,208,217],"diary":[175],"apps":[176],"context-aware":[179],"by:":[180],"(i)":[181],"enabling":[182],"scalable":[183],"sensing-based":[184],"studies":[186],"only":[188],"smartphones;":[189],"(ii)":[190],"under-reported":[192],"events,":[194],"thus":[195],"increasing":[196],"data":[197],"quality":[198],"self":[200],"report-based":[201],"studies;":[202],"(iii)":[203],"providing":[204],"functionality":[205],"track":[207],"consumption":[209],"generate":[211],"reminders":[212],"on-time":[214],"collection":[215],"diaries;":[218],"(iv)":[220],"supporting":[221],"interventions":[223],"towards":[224],"healthy":[225],"practices.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
