{"id":"https://openalex.org/W4413393615","doi":"https://doi.org/10.23919/acc63710.2025.11107538","title":"A Risk Minimization Approach to Messaging Intervention for Physical Activity","display_name":"A Risk Minimization Approach to Messaging Intervention for Physical Activity","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4413393615","doi":"https://doi.org/10.23919/acc63710.2025.11107538"},"language":"en","primary_location":{"id":"doi:10.23919/acc63710.2025.11107538","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc63710.2025.11107538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 American Control Conference (ACC)","raw_type":"proceedings-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/A5101781000","display_name":"Zhengxing Li","orcid":"https://orcid.org/0000-0003-3194-9895"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhengxing Li","raw_affiliation_strings":["Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113182029","display_name":"Sahand Kiani","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahand Kiani","raw_affiliation_strings":["Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035668981","display_name":"Constantino Lagoa","orcid":"https://orcid.org/0000-0001-6871-3240"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Constantino M. Lagoa","raw_affiliation_strings":["Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University,Department of Electrical and Computer Engineering,State College,PA,USA,16801","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044527585","display_name":"David E. Conroy","orcid":"https://orcid.org/0000-0003-0204-4093"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David E. Conroy","raw_affiliation_strings":["University of Michigan,School of Kinesiology,Ann Arbor,MI,USA,48109-1048"],"affiliations":[{"raw_affiliation_string":"University of Michigan,School of Kinesiology,Ann Arbor,MI,USA,48109-1048","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101781000"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33439973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2740","last_page":"2747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.18150000274181366,"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"}},"topics":[{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.18150000274181366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6563146114349365},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6386764049530029},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5838594436645508},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18136313557624817},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13777396082878113},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.06603819131851196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6563146114349365},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6386764049530029},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5838594436645508},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18136313557624817},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13777396082878113},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.06603819131851196}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc63710.2025.11107538","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc63710.2025.11107538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1969625852","https://openalex.org/W2002219970","https://openalex.org/W2019892012","https://openalex.org/W2025533609","https://openalex.org/W2035790817","https://openalex.org/W2056174569","https://openalex.org/W2066853330","https://openalex.org/W2095865140","https://openalex.org/W2109376020","https://openalex.org/W2409968204","https://openalex.org/W2810060365","https://openalex.org/W2990002298","https://openalex.org/W3037505531","https://openalex.org/W3137600956","https://openalex.org/W3204423335","https://openalex.org/W4391827212"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,35,48,69],"just-in-time":[4],"adaptive":[5,61],"message":[6,108],"intervention":[7,56],"framework":[8,22],"to":[9,54,94],"promote":[10],"long-term":[11],"physical":[12,112],"activity":[13,19,28,113],"in":[14],"young":[15],"adults":[16],"with":[17,65],"insufficient":[18],"levels.":[20,114],"The":[21],"personalizes":[23],"interventions":[24],"by":[25],"approximating":[26],"individual":[27],"patterns":[29],"using":[30,75],"real-time":[31,60],"smartwatch":[32],"data.":[33],"Then,":[34],"Risk-Sensitive":[36],"Shrinking":[37],"Horizon":[38],"Model":[39],"Predictive":[40],"Control":[41],"(MPC)":[42],"is":[43,72],"employed":[44],"and":[45,96,107],"reformulated":[46],"as":[47],"Mixed-Integer":[49],"Linear":[50],"Programming":[51],"(MILP)":[52],"problem":[53],"optimize":[55],"design.":[57],"To":[58],"enable":[59],"decision-making":[62],"on":[63],"smartphones":[64],"limited":[66],"computational":[67],"resources,":[68],"neural":[70],"network":[71],"trained":[73],"offline":[74],"MILP-generated":[76],"data,":[77],"providing":[78],"an":[79],"efficient":[80],"online":[81],"control":[82],"policy.":[83],"Results":[84],"from":[85],"TryAIM":[86],"clinical":[87],"trial":[88],"indicate":[89],"that":[90,102],"individuals":[91],"respond":[92],"differently":[93],"interventions,":[95],"for":[97],"many,":[98],"the":[99,104],"models":[100],"suggest":[101],"selecting":[103],"right":[105],"time":[106],"can":[109],"effectively":[110],"enhance":[111]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
