{"id":"https://openalex.org/W2345951220","doi":"https://doi.org/10.3233/978-1-61499-645-3-259","title":"A Smartwatch-Based Assistance System for the Elderly Performing Fall Detection, Unusual Inactivity Recognition and Medication Reminding","display_name":"A Smartwatch-Based Assistance System for the Elderly Performing Fall Detection, Unusual Inactivity Recognition and Medication Reminding","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2345951220","doi":"https://doi.org/10.3233/978-1-61499-645-3-259","mag":"2345951220","pmid":"https://pubmed.ncbi.nlm.nih.gov/27139412"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-645-3-259","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-645-3-259","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"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/A5063482692","display_name":"Markus Deutsch","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Deutsch Markus","raw_affiliation_strings":["Institute for eHealth, Graz University of Applied Sciences, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for eHealth, Graz University of Applied Sciences, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020030982","display_name":"Harald Burgsteiner","orcid":"https://orcid.org/0000-0001-7800-8414"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Burgsteiner Harald","raw_affiliation_strings":["Institute for eHealth, Graz University of Applied Sciences, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for eHealth, Graz University of Applied Sciences, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":3.5847,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93558098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"223","issue":null,"first_page":"259","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9983999729156494,"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":0.9983999729156494,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.9295222759246826},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.6148669719696045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5556911826133728},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.48717254400253296},{"id":"https://openalex.org/keywords/fall-prevention","display_name":"Fall prevention","score":0.45895251631736755},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.45171406865119934},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4133263826370239},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35660988092422485},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3518826365470886},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3464825749397278},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3417041301727295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33551880717277527},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2313002049922943},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.225297749042511},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20931747555732727},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.1935805380344391},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.19022199511528015},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.16756942868232727},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10961011052131653},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08241569995880127}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.9295222759246826},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.6148669719696045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5556911826133728},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.48717254400253296},{"id":"https://openalex.org/C2776516907","wikidata":"https://www.wikidata.org/wiki/Q5432181","display_name":"Fall prevention","level":4,"score":0.45895251631736755},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.45171406865119934},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4133263826370239},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35660988092422485},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3518826365470886},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3464825749397278},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3417041301727295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33551880717277527},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2313002049922943},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.225297749042511},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20931747555732727},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.1935805380344391},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.19022199511528015},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.16756942868232727},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10961011052131653},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08241569995880127},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"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":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-645-3-259","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-645-3-259","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:27139412","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27139412","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":"Studies in health technology and informatics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4235505747","https://openalex.org/W2509150193","https://openalex.org/W1011691107","https://openalex.org/W2399063318","https://openalex.org/W2096760943","https://openalex.org/W2953621231","https://openalex.org/W2128428210","https://openalex.org/W2768740781","https://openalex.org/W2342865424","https://openalex.org/W3121975576"],"abstract_inverted_index":{"The":[0,74],"growing":[1],"number":[2],"of":[3,37,55,79,127],"elderly":[4,43,113],"people":[5,44,114],"in":[6],"our":[7],"society":[8],"makes":[9],"it":[10],"increasingly":[11],"important":[12],"to":[13,45,47,111,120],"help":[14,112],"them":[15],"live":[16,121],"an":[17],"independent":[18],"and":[19,41,64,88,123],"self-determined":[20],"life":[21],"up":[22],"until":[23],"a":[24,56,69,101,108,125],"high":[25],"age.":[26],"A":[27],"smartwatch-based":[28],"assistance":[29],"system":[30,76,106],"should":[31],"be":[32],"implemented":[33,61],"that":[34],"is":[35,77,107],"capable":[36,78],"automatically":[38],"detecting":[39],"emergencies":[40],"helping":[42],"adhere":[46],"their":[48,118],"medical":[49],"therapy.":[50],"Using":[51],"the":[52,98,104],"acceleration":[53],"data":[54],"widely":[57],"available":[58],"smartwatch,":[59],"we":[60],"fall":[62,81],"detection":[63],"inactivity":[65,83],"recognition":[66],"based":[67],"on":[68,100],"smartphone":[70,102],"connected":[71],"via":[72],"Bluetooth.":[73],"resulting":[75,105],"performing":[80],"detection,":[82],"recognition,":[84],"issuing":[85],"medication":[86],"reminders":[87],"alerting":[89],"relatives":[90,119],"upon":[91],"manual":[92],"activation.":[93],"Though":[94],"some":[95],"challenges,":[96],"like":[97],"dependence":[99],"remain,":[103],"promising":[109],"approach":[110],"as":[115,117],"well":[116],"independently":[122],"with":[124],"feeling":[126],"safety.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
