{"id":"https://openalex.org/W4402722107","doi":"https://doi.org/10.1145/3675094.3678384","title":"Preliminary Investigation of Activity Prediction in Nursing Homes using Activity History with Erroneous Time Stamps","display_name":"Preliminary Investigation of Activity Prediction in Nursing Homes using Activity History with Erroneous Time Stamps","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4402722107","doi":"https://doi.org/10.1145/3675094.3678384"},"language":"en","primary_location":{"id":"doi:10.1145/3675094.3678384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","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/A5107455004","display_name":"Ryuichiro Okuda","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ryuichiro Okuda","raw_affiliation_strings":["Osaka university, Osaka, Japan"],"raw_orcid":"https://orcid.org/0009-0005-2787-9806","affiliations":[{"raw_affiliation_string":"Osaka university, Osaka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107455005","display_name":"Qingxin Xia","orcid":"https://orcid.org/0000-0001-8561-6610"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xia Qingxin","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-8561-6610","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039456378","display_name":"Takuya Maekawa","orcid":"https://orcid.org/0000-0002-7227-580X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maekawa Takuya","raw_affiliation_strings":["Osaka university, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-7227-580X","affiliations":[{"raw_affiliation_string":"Osaka university, Osaka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012025870","display_name":"Takahiro Hara","orcid":"https://orcid.org/0000-0003-4807-3156"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takahiro Hara","raw_affiliation_strings":["Osaka university, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4807-3156","affiliations":[{"raw_affiliation_string":"Osaka university, Osaka, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080895628","display_name":"Sozo Inoue","orcid":"https://orcid.org/0000-0003-1109-8130"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sozo Inoue","raw_affiliation_strings":["Kyushu Institute of Technology, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1109-8130","affiliations":[{"raw_affiliation_string":"Kyushu Institute of Technology, Fukuoka, Japan","institution_ids":["https://openalex.org/I207014233"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107455004"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2381,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52016602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"851","last_page":"855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/nursing-homes","display_name":"Nursing homes","score":0.6271166801452637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150946974754333},{"id":"https://openalex.org/keywords/history-of-nursing","display_name":"History of nursing","score":0.457985520362854},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.21858546137809753},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17061421275138855},{"id":"https://openalex.org/keywords/nurse-education","display_name":"Nurse education","score":0.10057497024536133}],"concepts":[{"id":"https://openalex.org/C3019398978","wikidata":"https://www.wikidata.org/wiki/Q837142","display_name":"Nursing homes","level":2,"score":0.6271166801452637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150946974754333},{"id":"https://openalex.org/C2776289669","wikidata":"https://www.wikidata.org/wiki/Q1516850","display_name":"History of nursing","level":3,"score":0.457985520362854},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.21858546137809753},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17061421275138855},{"id":"https://openalex.org/C113616995","wikidata":"https://www.wikidata.org/wiki/Q13378080","display_name":"Nurse education","level":2,"score":0.10057497024536133}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3675094.3678384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3675094.3678384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-143656","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-143656","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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 paper"},{"id":"pmh:oai:irdb.nii.ac.jp:01216:0007233153","is_oa":false,"landing_page_url":"https://kyutech.repo.nii.ac.jp/records/2002192","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"journal article"},{"id":"pmh:oai:kyutech.repo.nii.ac.jp:02002192","is_oa":false,"landing_page_url":"http://hdl.handle.net/10228/0002002192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NA"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G3223072244","display_name":null,"funder_award_id":"JP21H03428, JP21H05299, JP21J10059","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G799352828","display_name":null,"funder_award_id":"JP21473170","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2899118219","https://openalex.org/W2899242956","https://openalex.org/W2899465977","https://openalex.org/W2952668792","https://openalex.org/W2973102973","https://openalex.org/W4226247552","https://openalex.org/W4392499081","https://openalex.org/W4393726463"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Systems":[0],"for":[1,56,158],"recording":[2],"nursing":[3,13],"care":[4,14,28],"activities":[5,26,43],"using":[6,72,180,197],"smartphones":[7],"are":[8,81,119],"becoming":[9,21],"widespread":[10],"in":[11,37,64,88,95,98,106,124],"the":[12,32,38,46,73,79,102,115,128,131,149,173,181,185,191,194],"field.":[15],"As":[16],"a":[17,156,167],"result,":[18],"it":[19],"is":[20,146],"possible":[22],"to":[23,91,176],"predict":[24],"future":[25,42,57],"of":[27,41,48,61,101,109,130,184,193],"recipients":[29],"based":[30],"on":[31],"caregiving":[33,50,58,65],"record":[34,86],"history":[35],"recorded":[36],"system.":[39],"Prediction":[40],"will":[44,134,170],"enable":[45],"development":[47],"various":[49],"applications,":[51],"such":[52],"as":[53,75,121],"preparation":[54],"support":[55],"activities,":[59],"detection":[60],"missing":[62],"entries":[63,87],"records,":[66],"and":[67,84,162],"sensor-based":[68],"real-time":[69,89],"activity":[70,125,142,169,182],"recognition":[71],"predictions":[74],"prior":[76],"information.":[77],"However,":[78],"caregivers":[80],"inherently":[82],"busy":[83],"cannot":[85],"due":[90],"other":[92],"tasks,":[93],"resulting":[94],"many":[96,116],"errors":[97,118,161],"time":[99,108,150,160,175],"stamps":[100],"entries,":[103],"i.e.,":[104],"shift":[105],"occurrence":[107],"an":[110,141],"activity.":[111],"When":[112],"data":[113,123],"with":[114],"timing":[117],"used":[120],"training":[122],"prediction":[126,132,143],"methods,":[127],"performance":[129],"methods":[133],"deteriorate.":[135],"In":[136],"this":[137],"paper,":[138],"we":[139],"propose":[140],"method":[144,196],"that":[145],"robust":[147],"against":[148],"errors.":[151],"The":[152],"proposed":[153,195],"model":[154],"has":[155],"module":[157],"correcting":[159],"estimating":[163],"whether":[164],"or":[165],"not":[166],"certain":[168],"occur":[171],"from":[172],"current":[174],"one":[177],"hour":[178],"later":[179],"records":[183],"past":[186],"T":[187],"hours.":[188],"We":[189],"evaluated":[190],"effectiveness":[192],"three":[198],"datasets.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}