{"id":"https://openalex.org/W3010622684","doi":"https://doi.org/10.1109/icoin48656.2020.9016632","title":"Just in time Intervention for Personalized Healthcare: Behavior-Context based Intervention Adaptation","display_name":"Just in time Intervention for Personalized Healthcare: Behavior-Context based Intervention Adaptation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010622684","doi":"https://doi.org/10.1109/icoin48656.2020.9016632","mag":"3010622684"},"language":"en","primary_location":{"id":"doi:10.1109/icoin48656.2020.9016632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information Networking (ICOIN)","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/A5068838719","display_name":"Hafiz Syed Muhammad Bilal","orcid":"https://orcid.org/0000-0002-8920-4231"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hafiz Syed Muhammad Bilal","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083793569","display_name":"Usman Akhtar","orcid":"https://orcid.org/0000-0003-4553-0550"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Usman Akhtar","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089910728","display_name":"Shin Won Chul","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152252","display_name":"Kyung Hee University Hospital at Gangdong","ror":"https://ror.org/05x9xyq11","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I35928602","https://openalex.org/I4210152252","https://openalex.org/I4405258385"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shin Won Chul","raw_affiliation_strings":["Department of Neurology, Kyung Hee University Hospital, Gangdong-gu, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Kyung Hee University Hospital, Gangdong-gu, South Korea","institution_ids":["https://openalex.org/I4210152252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101882040","display_name":"Sungyoung Lee","orcid":"https://orcid.org/0000-0002-5962-1587"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungyoung Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068838719"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":0.5346,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74587276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"48","issue":null,"first_page":"64","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9944999814033508,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9764000177383423,"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/T11542","display_name":"Behavioral Health and Interventions","score":0.9696000218391418,"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/context","display_name":"Context (archaeology)","score":0.742550253868103},{"id":"https://openalex.org/keywords/behavior-change","display_name":"Behavior change","score":0.7098860144615173},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7042449712753296},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6003542542457581},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5763081908226013},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5025739669799805},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.47712114453315735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41534388065338135},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37580758333206177},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2473493218421936},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16351261734962463},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.13907012343406677},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10103830695152283}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.742550253868103},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.7098860144615173},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7042449712753296},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6003542542457581},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5763081908226013},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5025739669799805},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.47712114453315735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41534388065338135},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37580758333206177},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2473493218421936},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16351261734962463},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.13907012343406677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10103830695152283},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin48656.2020.9016632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2300687008","https://openalex.org/W2469032294","https://openalex.org/W2509954668","https://openalex.org/W2771582100","https://openalex.org/W2786397983","https://openalex.org/W2795181811","https://openalex.org/W2894037026","https://openalex.org/W2897277953","https://openalex.org/W2960109170","https://openalex.org/W2964596395","https://openalex.org/W2968241928","https://openalex.org/W2969827667","https://openalex.org/W2974028257","https://openalex.org/W6766263039"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W2466503045","https://openalex.org/W1868271753"],"abstract_inverted_index":{"Advanced":[0],"computing":[1],"has":[2,21],"provided":[3,115],"the":[4,7,13,36,40,58,70,81,85,105,126,150,160,166,179,205],"foundation":[5],"for":[6,28,83,90,104],"self-assessment":[8],"of":[9,18,30,39,72,88,100,107,128,140,143,154,165,181],"lifestyle":[10,27],"and":[11,33,49,95,109,131,152,156,172,203],"change":[12,74,167],"unhealthy":[14,59,141],"habits.":[15],"The":[16,51,122,145,170,193],"focus":[17],"healthcare":[19],"industry":[20],"been":[22],"shifted":[23],"to":[24,44,56,116,158,175,189],"adopt":[25,190],"healthy":[26,146,191],"improvement":[29],"life":[31],"quality":[32],"span.":[34],"Currently,":[35],"main":[37],"concern":[38],"wellness":[41,182],"applications":[42],"is":[43,53,102,114],"support":[45],"user":[46],"with":[47,135,163],"personalization":[48],"self-quantification.":[50],"challenge":[52],"not":[54],"only":[55],"indicate":[57],"behavior":[60,73,101,118,147,176,186],"just":[61],"in":[62,119,125,168],"time":[63],"but":[64],"also":[65],"adapt":[66,117],"it":[67],"step-by-step":[68],"through":[69,138,185],"realization":[71],"theories.":[75],"Our":[76],"proposed":[77],"methodology":[78],"focuses":[79],"on":[80],"behavior-context":[82,108,155,197],"adopting":[84],"appropriate":[86],"way":[87],"intervention":[89,113,199],"actionable":[91,120],"behavior.":[92,169],"Initially,":[93],"lifelog":[94],"questionnaire":[96],"based":[97,198],"qualitative":[98],"assessment":[99],"performed":[103],"identification":[106],"status.":[110],"Behavior-context":[111],"wise":[112],"manner.":[121],"interventions":[123,161],"are":[124,200],"form":[127],"personalized":[129],"education,":[130],"context-based":[132],"just-in-time":[133],"recommendations":[134],"enhanced":[136,178],"impact":[137],"analysis":[139,164],"factors":[142],"lifestyle.":[144,192,206],"index":[148,173],"supports":[149],"quantifications":[151],"mapping":[153],"status":[157,187],"drive":[159],"along":[162],"theory":[171],"related":[174],"have":[177],"applicability":[180],"management":[183],"system":[184],"sketching":[188],"results":[194],"represent":[195],"that":[196],"more":[201],"responsive":[202],"improve":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
