{"id":"https://openalex.org/W2003991442","doi":"https://doi.org/10.1109/embc.2014.6945209","title":"The importance of behavior theory in control system modeling of physical activity sensor data","display_name":"The importance of behavior theory in control system modeling of physical activity sensor data","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2003991442","doi":"https://doi.org/10.1109/embc.2014.6945209","mag":"2003991442","pmid":"https://pubmed.ncbi.nlm.nih.gov/25571577"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6945209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6945209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1267994","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006367356","display_name":"William T. Riley","orcid":"https://orcid.org/0000-0001-5366-7464"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"William T. Riley","raw_affiliation_strings":["The National Cancer Institute, National Institutes of Health, Bethesda, MD, USA"],"affiliations":[{"raw_affiliation_string":"The National Cancer Institute, National Institutes of Health, Bethesda, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014121970","display_name":"C\u00e9sar A. Mart\u00edn","orcid":"https://orcid.org/0000-0002-9071-5303"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cesar A. Martin","raw_affiliation_strings":["Arizona State University, Tempe, AZ, US","Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, US","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Control Systems Engineering Laboratory, Transport, and Energy, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067879371","display_name":"Daniel E. Rivera","orcid":"https://orcid.org/0000-0002-3141-0577"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. Rivera","raw_affiliation_strings":["Control Systems Engineering Laboratory, School of Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, School of Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006367356"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210140884"],"apc_list":null,"apc_paid":null,"fwci":2.6896,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89398827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2014","issue":null,"first_page":"6880","last_page":"6883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.9909999966621399,"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/T13283","display_name":"Mental Health Research Topics","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/physical-system","display_name":"Physical system","score":0.5905942916870117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.575991690158844},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5395836234092712},{"id":"https://openalex.org/keywords/physical-activity","display_name":"Physical activity","score":0.4742645025253296},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4600406289100647},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4343303143978119},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41117945313453674},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3319738507270813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25300177931785583},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19721770286560059},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.0942915678024292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08446547389030457}],"concepts":[{"id":"https://openalex.org/C116672817","wikidata":"https://www.wikidata.org/wiki/Q1454986","display_name":"Physical system","level":2,"score":0.5905942916870117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.575991690158844},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5395836234092712},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.4742645025253296},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4600406289100647},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4343303143978119},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41117945313453674},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3319738507270813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25300177931785583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19721770286560059},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0942915678024292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08446547389030457},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2014.6945209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6945209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25571577","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25571577","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:europepmc.org:3334197","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4371542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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:zenodo.org:1267994","is_oa":true,"landing_page_url":"https://zenodo.org/record/1267994","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1267994","is_oa":true,"landing_page_url":"https://zenodo.org/record/1267994","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1596801600","https://openalex.org/W1794403333","https://openalex.org/W1972156419","https://openalex.org/W1983786736","https://openalex.org/W1985453879","https://openalex.org/W1986712194","https://openalex.org/W1994394210","https://openalex.org/W1997302797","https://openalex.org/W2016459302","https://openalex.org/W2019449247","https://openalex.org/W2036762028","https://openalex.org/W2067393553","https://openalex.org/W2086310388","https://openalex.org/W2086682853","https://openalex.org/W2095820027","https://openalex.org/W2095865140","https://openalex.org/W2098667370","https://openalex.org/W2099697766","https://openalex.org/W2122295735","https://openalex.org/W2127870937","https://openalex.org/W2133202804","https://openalex.org/W2139226057","https://openalex.org/W2142150409","https://openalex.org/W2155002669","https://openalex.org/W2162420979","https://openalex.org/W2172111594","https://openalex.org/W2179965972","https://openalex.org/W2330014105","https://openalex.org/W2503032002","https://openalex.org/W2586677919","https://openalex.org/W2768676504","https://openalex.org/W2788807549","https://openalex.org/W6681227234"],"related_works":["https://openalex.org/W2615607975","https://openalex.org/W2192101006","https://openalex.org/W2116800748","https://openalex.org/W2638730922","https://openalex.org/W2190465783","https://openalex.org/W2027827693","https://openalex.org/W2381267592","https://openalex.org/W4241033836","https://openalex.org/W2518504198","https://openalex.org/W3135637940"],"abstract_inverted_index":{"Among":[0],"health":[1],"behaviors,":[2],"physical":[3,60,84,107],"activity":[4,61,85,108],"has":[5,34],"the":[6,35,38,55,64,80,88,100,121,124,129],"most":[7],"extensive":[8],"record":[9],"of":[10,59,66,79,83,92,102,106,123],"research":[11],"using":[12],"passive":[13],"sensors.":[14],"Control":[15],"systems":[16],"and":[17,40,57,109],"other":[18],"system":[19,104,139],"dynamic":[20],"approaches":[21],"have":[22],"long":[23],"been":[24],"considered":[25],"applicable":[26],"for":[27,45,110,131],"understanding":[28],"human":[29],"behavior,":[30],"but":[31],"only":[32],"recently":[33],"technology":[36],"provided":[37],"precise":[39],"intensive":[41,52,89],"longitudinal":[42,90],"data":[43,53],"required":[44],"these":[46,67,93,137],"analytic":[47],"approaches.":[48],"Although":[49],"sensors":[50],"provide":[51,75,118],"on":[54,120,136],"patterns":[56],"variations":[58,68],"over":[62],"time,":[63],"influences":[65],"are":[69],"often":[70],"unmeasured.":[71],"Health":[72],"behavior":[73],"theories":[74],"an":[76],"explanatory":[77],"framework":[78],"putative":[81],"mediators":[82],"changes.":[86],"Incorporating":[87],"measurement":[91],"theoretical":[94],"constructs":[95],"is":[96],"critical":[97],"to":[98],"improving":[99],"fit":[101],"control":[103,115,138],"model":[105],"advancing":[111],"behavioral":[112],"theory.":[113],"Theory-based":[114],"models":[116],"also":[117],"guidance":[119],"nature":[122],"controllers":[125],"which":[126],"serve":[127],"as":[128],"basis":[130],"just-in-time":[132],"adaptive":[133],"interventions":[134],"based":[135],"models.":[140]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
