{"id":"https://openalex.org/W2018247840","doi":"https://doi.org/10.1109/bhi.2012.6211735","title":"Knowledge discovery from activity monitoring to support independent living of people with early dementia","display_name":"Knowledge discovery from activity monitoring to support independent living of people with early dementia","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2018247840","doi":"https://doi.org/10.1109/bhi.2012.6211735","mag":"2018247840"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","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/A5046041116","display_name":"Hoda Nikamalfard","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"H. Nikamalfard","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024401909","display_name":"Huiru Zheng","orcid":"https://orcid.org/0000-0001-7648-8709"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huiru Zheng","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379058","display_name":"Haiying Wang","orcid":"https://orcid.org/0000-0001-8358-9065"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haiying Wang","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061935746","display_name":"Paul Jeffers","orcid":"https://orcid.org/0000-0002-2999-9132"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Jeffers","raw_affiliation_strings":["Fold Housing Association, Fold Telecare, Belfast, UK","Fold Telecare, Fold Housing Association, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Fold Housing Association, Fold Telecare, Belfast, UK","institution_ids":[]},{"raw_affiliation_string":"Fold Telecare, Fold Housing Association, Belfast, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038610271","display_name":"Maurice Mulvenna","orcid":"https://orcid.org/0000-0002-1554-0785"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Mulvenna","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006478284","display_name":"Paul McCullagh","orcid":"https://orcid.org/0000-0002-9060-6262"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"P. McCullagh","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023164515","display_name":"Suzanne Martin","orcid":"https://orcid.org/0000-0003-2725-5495"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S. Martin","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058929336","display_name":"Jonathan Wallace","orcid":"https://orcid.org/0000-0002-8415-4001"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Wallace","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090552087","display_name":"Juan Carlos Augusto","orcid":"https://orcid.org/0000-0002-0321-9150"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Augusto","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111384320","display_name":"William Carswell","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"W. Carswell","raw_affiliation_strings":["University of Ulster, Newtownabbey, Antrim, UK","University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB"],"affiliations":[{"raw_affiliation_string":"University of Ulster, Newtownabbey, Antrim, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Shore Road, Newtownabbey, Co. Antrim, UK, BT37 0QB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064043354","display_name":"Brian K. Taylor","orcid":"https://orcid.org/0000-0002-0604-769X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Taylor","raw_affiliation_strings":["Fold Housing Association, Fold Telecare, Belfast, UK","Fold Telecare, Fold Housing Association, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Fold Housing Association, Fold Telecare, Belfast, UK","institution_ids":[]},{"raw_affiliation_string":"Fold Telecare, Fold Housing Association, Belfast, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008770160","display_name":"Kevin McSorley","orcid":"https://orcid.org/0000-0001-5266-9310"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. McSorley","raw_affiliation_strings":["Fold Housing Association, Fold Telecare, Belfast, UK","Fold Telecare, Fold Housing Association, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Fold Housing Association, Fold Telecare, Belfast, UK","institution_ids":[]},{"raw_affiliation_string":"Fold Telecare, Fold Housing Association, Belfast, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5046041116"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.8236,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.74200936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"910","last_page":"913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9977999925613403,"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":0.9977999925613403,"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":0.9871000051498413,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/dementia","display_name":"Dementia","score":0.864890456199646},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.7117770910263062},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.614635705947876},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5250316262245178},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.47806623578071594},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.46927371621131897},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39744317531585693},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3399237096309662},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17202267050743103},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.15628579258918762},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1397196650505066},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.0990801751613617},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07450708746910095}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.864890456199646},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7117770910263062},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.614635705947876},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5250316262245178},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.47806623578071594},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.46927371621131897},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39744317531585693},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3399237096309662},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17202267050743103},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.15628579258918762},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1397196650505066},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0990801751613617},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07450708746910095}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1496914244","https://openalex.org/W2004886190","https://openalex.org/W2046862111","https://openalex.org/W2107300427","https://openalex.org/W2136890998","https://openalex.org/W2270619669","https://openalex.org/W4285719527","https://openalex.org/W6694142606"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W2409059799","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W1972242255","https://openalex.org/W2526386912","https://openalex.org/W2890927416","https://openalex.org/W2128765271","https://openalex.org/W2031681959","https://openalex.org/W2044188186"],"abstract_inverted_index":{"Altered":[0],"activity":[1,41,65,79,109],"patterns":[2,42,80],"are":[3],"often":[4],"the":[5,54,74,87,91],"general":[6],"symptoms":[7],"experienced":[8],"by":[9],"people":[10,82],"with":[11,52,84],"dementia.":[12],"The":[13],"quantity":[14],"and":[15,33,68,76,114],"quality":[16,36],"of":[17,29,37,46,78,90],"patient's":[18,40,55],"daily":[19],"activities":[20],"such":[21],"as":[22],"their":[23,30,35],"sleeping":[24],"may":[25,48,115],"be":[26,117],"a":[27],"reflection":[28],"dementia":[31],"condition":[32],"affect":[34],"life.":[38],"Monitoring":[39],"over":[43],"different":[44],"periods":[45],"time":[47],"help":[49],"healthcare":[50],"professionals":[51],"determining":[53],"cognitive":[56,121],"impairment":[57],"stage.":[58],"In":[59],"this":[60],"research,":[61],"we":[62],"describe":[63],"an":[64],"pattern":[66],"detection":[67],"visualization":[69],"system":[70],"developed":[71],"to":[72],"support":[73],"monitoring":[75],"assessment":[77],"for":[81,106,119],"diagnosed":[83],"dementia,":[85],"at":[86],"early":[88],"stages":[89],"disease.":[92],"Analysis":[93],"shows":[94],"that":[95],"rich":[96],"information":[97],"embedded":[98],"in":[99],"sensory":[100],"data":[101],"can":[102],"provide":[103],"useful":[104,118],"knowledge":[105],"understanding":[107],"patients'":[108],"patterns,":[110],"detect":[111],"unusual":[112],"events":[113],"also":[116],"examining":[120],"status.":[122]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}