{"id":"https://openalex.org/W4383501704","doi":"https://doi.org/10.1109/aicas57966.2023.10168530","title":"Bandit-supported care planning for older people with complex health and care needs","display_name":"Bandit-supported care planning for older people with complex health and care needs","publication_year":2023,"publication_date":"2023-06-11","ids":{"openalex":"https://openalex.org/W4383501704","doi":"https://doi.org/10.1109/aicas57966.2023.10168530"},"language":"en","primary_location":{"id":"doi:10.1109/aicas57966.2023.10168530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas57966.2023.10168530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","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/A5044607709","display_name":"Gi-Soo Kim","orcid":"https://orcid.org/0000-0002-2983-2367"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gi-Soo Kim","raw_affiliation_strings":["UNIST,Department of Industrial Engineering &#x0026; Artificial Intelligence Graduate School,Ulsan,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIST,Department of Industrial Engineering &#x0026; Artificial Intelligence Graduate School,Ulsan,South Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072550857","display_name":"Young Suh Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Young Suh Hong","raw_affiliation_strings":["University of Michigan,Master of Health Informatics, School of Information,Ann Arbor,MI,USA,48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,Master of Health Informatics, School of Information,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363891","display_name":"Tae Hoon Lee","orcid":"https://orcid.org/0000-0003-0641-0417"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae Hoon Lee","raw_affiliation_strings":["Seoul National University,Department of Public Health Sciences, Graduate School of Public Health,Seoul,South Korea","Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Public Health Sciences, Graduate School of Public Health,Seoul,South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024491002","display_name":"Myunghee Cho Paik","orcid":"https://orcid.org/0000-0001-6239-4883"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myunghee Cho Paik","raw_affiliation_strings":["Seoul National University,Department of Statistics,Seoul,South Korea","Department of Statistics, Seoul National University, Seoul, South Korea","Shepherd23 Inc., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Statistics,Seoul,South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Statistics, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Shepherd23 Inc., Seoul, South Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006612651","display_name":"Hongsoo Kim","orcid":"https://orcid.org/0000-0002-5539-7653"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hongsoo Kim","raw_affiliation_strings":["Seoul National University,Department of Public Health Sciences, Graduate School of Public Health,Seoul,South Korea","AI Institute, Seoul National University, Seoul, South Korea","Institute of Health and Environment, Seoul National University, Seoul, South Korea","Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Public Health Sciences, Graduate School of Public Health,Seoul,South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"AI Institute, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Institute of Health and Environment, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9781000018119812,"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.5787288546562195},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5625726580619812},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.5529492497444153},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5067129731178284},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.49364861845970154},{"id":"https://openalex.org/keywords/long-term-care","display_name":"Long-term care","score":0.47806456685066223},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46289199590682983},{"id":"https://openalex.org/keywords/advance-care-planning","display_name":"Advance care planning","score":0.45183759927749634},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33470940589904785},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3293316960334778}],"concepts":[{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5787288546562195},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5625726580619812},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.5529492497444153},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5067129731178284},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.49364861845970154},{"id":"https://openalex.org/C2780233487","wikidata":"https://www.wikidata.org/wiki/Q6672123","display_name":"Long-term care","level":2,"score":0.47806456685066223},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46289199590682983},{"id":"https://openalex.org/C2777995714","wikidata":"https://www.wikidata.org/wiki/Q18209059","display_name":"Advance care planning","level":3,"score":0.45183759927749634},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33470940589904785},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3293316960334778},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C2994186709","wikidata":"https://www.wikidata.org/wiki/Q29483","display_name":"Palliative care","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aicas57966.2023.10168530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas57966.2023.10168530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.47999998927116394,"display_name":"No poverty"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1930624869","https://openalex.org/W2112420033","https://openalex.org/W2119738618","https://openalex.org/W2119821739","https://openalex.org/W2605777558","https://openalex.org/W3043018477","https://openalex.org/W3098158319","https://openalex.org/W6629353124","https://openalex.org/W6678092311","https://openalex.org/W6684588631"],"related_works":["https://openalex.org/W4308258967","https://openalex.org/W1962711591","https://openalex.org/W2579473328","https://openalex.org/W2509147714","https://openalex.org/W2803396544","https://openalex.org/W4239898203","https://openalex.org/W24250002","https://openalex.org/W2586833044","https://openalex.org/W2495360771","https://openalex.org/W4243331601"],"abstract_inverted_index":{"Long-term":[0],"care":[1,28,35,38,74,78,84,90,107,139],"service":[2],"for":[3,106,131],"old":[4],"people":[5],"is":[6,22,30],"in":[7,10],"great":[8],"demand":[9],"most":[11],"of":[12,18,27,53,66],"the":[13,25,34,48,103,112,116,121,129],"aging":[14],"societies.":[15],"The":[16],"number":[17,26],"nursing":[19],"homes":[20],"residents":[21,42],"increasing":[23],"while":[24],"providers":[29],"limited.":[31],"Due":[32],"to":[33,39,47,111],"worker":[36],"shortage,":[37],"vulnerable":[40],"older":[41,70],"cannot":[43],"be":[44],"fully":[45],"tailored":[46],"unique":[49],"needs":[50],"and":[51,64,80],"preference":[52],"each":[54],"individual.":[55],"This":[56],"may":[57],"bring":[58],"negative":[59],"impacts":[60],"on":[61,124],"health":[62],"outcomes":[63],"quality":[65,75],"life":[67],"among":[68],"institutionalized":[69],"people.":[71],"To":[72],"improve":[73],"through":[76],"personalized":[77],"planning":[79,91,108],"delivery":[81],"with":[82],"limited":[83],"workforce,":[85],"we":[86],"propose":[87],"a":[88,137],"new":[89],"model":[92,123],"assisted":[93],"by":[94,109],"artificial":[95],"intelligence.":[96],"We":[97,119],"apply":[98],"bandit":[99],"algorithms":[100],"which":[101],"optimize":[102],"clinical":[104],"decision":[105],"adapting":[110],"sequential":[113],"feedback":[114],"from":[115,128],"past":[117],"decisions.":[118],"evaluate":[120],"proposed":[122],"empirical":[125],"data":[126],"acquired":[127],"Systems":[130],"Person-centered":[132],"Elder":[133],"Care":[134],"(SPEC)":[135],"study,":[136],"ICT-enhanced":[138],"management":[140],"program.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
