{"id":"https://openalex.org/W2037646636","doi":"https://doi.org/10.1145/2750858.2805840","title":"MyBehavior","display_name":"MyBehavior","publication_year":2015,"publication_date":"2015-09-07","ids":{"openalex":"https://openalex.org/W2037646636","doi":"https://doi.org/10.1145/2750858.2805840","mag":"2037646636"},"language":"en","primary_location":{"id":"doi:10.1145/2750858.2805840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2805840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043189450","display_name":"Mashfiqui Rabbi","orcid":"https://orcid.org/0000-0003-4928-553X"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mashfiqui Rabbi","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059896630","display_name":"Min Hane Aung","orcid":"https://orcid.org/0000-0002-4376-0849"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Hane Aung","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659123","display_name":"Mi Zhang","orcid":"https://orcid.org/0000-0001-7002-6757"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mi Zhang","raw_affiliation_strings":["Michigan State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046665314","display_name":"Tanzeem Choudhury","orcid":"https://orcid.org/0000-0002-5952-4955"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanzeem Choudhury","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.3937,"has_fulltext":false,"cited_by_count":274,"citation_normalized_percentile":{"value":0.9984224,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"707","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11542","display_name":"Behavioral Health and Interventions","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119414806365967},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5419955253601074},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5128717422485352},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4375406801700592},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.43150442838668823},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.41849544644355774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4028334319591522},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3979320228099823},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.3372005820274353},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.331393301486969},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11233517527580261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119414806365967},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5419955253601074},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5128717422485352},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4375406801700592},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.43150442838668823},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.41849544644355774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4028334319591522},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3979320228099823},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.3372005820274353},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.331393301486969},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11233517527580261},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2750858.2805840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2805840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:72374","is_oa":false,"landing_page_url":"https://ueaeprints.uea.ac.uk/id/eprint/72374/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"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":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W34731034","https://openalex.org/W100327610","https://openalex.org/W1523943095","https://openalex.org/W1550621568","https://openalex.org/W1587682423","https://openalex.org/W1984734281","https://openalex.org/W1985161134","https://openalex.org/W1987523869","https://openalex.org/W1990513740","https://openalex.org/W1999948915","https://openalex.org/W2001414307","https://openalex.org/W2003659858","https://openalex.org/W2020172718","https://openalex.org/W2023316955","https://openalex.org/W2049691727","https://openalex.org/W2049934117","https://openalex.org/W2056591916","https://openalex.org/W2074276081","https://openalex.org/W2087028773","https://openalex.org/W2091875500","https://openalex.org/W2095547099","https://openalex.org/W2095897464","https://openalex.org/W2096812201","https://openalex.org/W2101861470","https://openalex.org/W2102314894","https://openalex.org/W2111125016","https://openalex.org/W2111298664","https://openalex.org/W2112420033","https://openalex.org/W2116705992","https://openalex.org/W2117635631","https://openalex.org/W2117870057","https://openalex.org/W2131076549","https://openalex.org/W2131147042","https://openalex.org/W2138039555","https://openalex.org/W2142912849","https://openalex.org/W2145688382","https://openalex.org/W2145816995","https://openalex.org/W2147085624","https://openalex.org/W2156221064","https://openalex.org/W2170888296","https://openalex.org/W2232578033","https://openalex.org/W2307171036","https://openalex.org/W2312211806","https://openalex.org/W2497963138","https://openalex.org/W2509570995","https://openalex.org/W2752099845","https://openalex.org/W2901016559","https://openalex.org/W2908520094","https://openalex.org/W2971308400","https://openalex.org/W3124271158","https://openalex.org/W4206439534","https://openalex.org/W4231029117","https://openalex.org/W4233695189","https://openalex.org/W4240963959","https://openalex.org/W4241720604","https://openalex.org/W4243846760","https://openalex.org/W4285719527","https://openalex.org/W4388319941","https://openalex.org/W6601424053","https://openalex.org/W6647975832","https://openalex.org/W6655221596","https://openalex.org/W6675028442","https://openalex.org/W6681473638","https://openalex.org/W6743716967","https://openalex.org/W6893254818","https://openalex.org/W7028478252"],"related_works":["https://openalex.org/W2073298047","https://openalex.org/W2090178682","https://openalex.org/W2033790662","https://openalex.org/W1963790170","https://openalex.org/W2586328217","https://openalex.org/W3125131255","https://openalex.org/W2049264236","https://openalex.org/W2009156627","https://openalex.org/W2073147994","https://openalex.org/W2001591765"],"abstract_inverted_index":{"Mobile":[0],"sensing":[1],"systems":[2,19],"have":[3],"made":[4],"significant":[5,125],"advances":[6],"in":[7,22,53,127,132],"tracking":[8,47],"human":[9],"behavior.":[10],"However,":[11],"the":[12,98,104,115],"development":[13],"of":[14],"personalized":[15,40],"mobile":[16],"health":[17,41],"feedback":[18],"is":[20],"still":[21],"its":[23],"infancy.":[24],"This":[25],"paper":[26],"introduces":[27],"MyBehavior,":[28],"a":[29,34,59,74,80,119,140],"smartphone":[30],"application":[31],"that":[32,50,90],"takes":[33,106],"novel":[35],"approach":[36],"to":[37,70,87,100,111,139],"generate":[38,88],"deeply":[39],"feedback.":[42],"It":[43],"combines":[44],"state-of-the-art":[45],"behavior":[46,65],"with":[48],"algorithms":[49],"are":[51,95],"used":[52],"recommendation":[54],"systems.":[55],"MyBehavior":[56,137],"automatically":[57],"learns":[58],"user's":[60,109],"physical":[61,128],"activity":[62,129],"and":[63,66,94,130],"dietary":[64],"strategically":[67],"suggests":[68],"changes":[69],"those":[71],"behaviors":[72],"for":[73,97],"healthier":[75],"lifestyle.":[76],"The":[77],"system":[78,105],"uses":[79],"sequential":[81],"decision":[82],"making":[83],"algorithm,":[84],"Multi-armed":[85],"Bandit,":[86],"suggestions":[89],"maximize":[91],"calorie":[92,134],"loss":[93],"easy":[96],"user":[99],"adopt.":[101],"In":[102,118],"addition,":[103],"into":[107],"account":[108],"preferences":[110],"encourage":[112],"adoption":[113],"using":[114,136],"pareto-frontier":[116],"algorithm.":[117],"14-week":[120],"study,":[121],"results":[122],"show":[123],"statistically":[124],"increases":[126],"decreases":[131],"food":[133],"when":[135],"compared":[138],"control":[141],"condition.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":36},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":32},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":14}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
