{"id":"https://openalex.org/W3166140126","doi":"https://doi.org/10.1109/percomworkshops51409.2021.9431134","title":"Keynote: Explainable AI in Pervasive Healthcare: Open Challenges and Research Directions","display_name":"Keynote: Explainable AI in Pervasive Healthcare: Open Challenges and Research Directions","publication_year":2021,"publication_date":"2021-03-22","ids":{"openalex":"https://openalex.org/W3166140126","doi":"https://doi.org/10.1109/percomworkshops51409.2021.9431134","mag":"3166140126"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops51409.2021.9431134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops51409.2021.9431134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","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/A5074097123","display_name":"Daniele Riboni","orcid":"https://orcid.org/0000-0002-0695-2040"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Riboni","raw_affiliation_strings":["University of Cagliari,Department of Mathematics and Computer Science,Cagliari,Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari,Department of Mathematics and Computer Science,Cagliari,Italy","institution_ids":["https://openalex.org/I172446870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074097123"],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":null,"apc_paid":null,"fwci":0.5764,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67601307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9843000173568726,"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/exploit","display_name":"Exploit","score":0.6621723175048828},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6501505970954895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5661131739616394},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5232067108154297},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.47892412543296814},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4350014925003052},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.432891309261322},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.4272674322128296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4266579747200012},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4223717749118805},{"id":"https://openalex.org/keywords/population-ageing","display_name":"Population ageing","score":0.41963356733322144},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2594091594219208},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.251199871301651},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11022266745567322},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08213406801223755},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.08087486028671265}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6621723175048828},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6501505970954895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5661131739616394},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5232067108154297},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.47892412543296814},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4350014925003052},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.432891309261322},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.4272674322128296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4266579747200012},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4223717749118805},{"id":"https://openalex.org/C13774568","wikidata":"https://www.wikidata.org/wiki/Q439112","display_name":"Population ageing","level":3,"score":0.41963356733322144},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2594091594219208},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.251199871301651},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11022266745567322},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08213406801223755},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.08087486028671265},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomworkshops51409.2021.9431134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops51409.2021.9431134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","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":8,"referenced_works":["https://openalex.org/W1840019162","https://openalex.org/W2232154212","https://openalex.org/W2791951661","https://openalex.org/W3008904129","https://openalex.org/W3034011301","https://openalex.org/W3094897529","https://openalex.org/W3097041292","https://openalex.org/W6779079068"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0],"our":[1,111],"ageing":[2],"society,":[3],"there":[4],"is":[5,134],"increasing":[6],"need":[7],"for":[8],"innovative":[9],"tools":[10],"to":[11,37,46,63,82,125,158],"early":[12],"detect":[13,47,126],"fragility":[14],"and":[15,41,72,110,151,182],"non":[16],"communicable":[17],"diseases":[18],"of":[19,50,55,67,95,146,165,175],"the":[20,27,51,70,74,96,163],"elderly":[21],"population.":[22],"To":[23],"this":[24,107,115],"aim,":[25],"in":[26,84,130],"last":[28],"few":[29],"years,":[30],"several":[31],"research":[32,112],"efforts":[33,113],"have":[34],"been":[35],"made":[36],"exploit":[38],"sensorized":[39],"smart-homes":[40],"artificial":[42],"intelligence":[43],"(AI)":[44],"methods":[45],"health":[48],"issues":[49],"elderly.":[52],"However,":[53],"most":[54],"these":[56],"AI":[57,123,138],"systems":[58],"act":[59],"as":[60],"black-boxes,":[61],"leading":[62],"a":[64,86,99,121,172],"low":[65],"level":[66],"trust":[68],"by":[69,73,136],"clinicians":[71,83,157],"final":[75],"users.":[76],"Moreover,":[77],"they":[78,89],"provide":[79,92],"limited":[80],"support":[81],"making":[85],"diagnosis,":[87],"since":[88],"do":[90],"not":[91],"any":[93],"explanation":[94],"reason":[97],"why":[98],"given":[100],"prediction":[101],"was":[102,169],"computed.":[103],"This":[104],"talk":[105,118],"addresses":[106],"challenging":[108],"problem":[109],"on":[114,143],"topic.":[116],"The":[117,140,167],"will":[119],"present":[120],"novel":[122],"system":[124,141,168],"cognitive":[127],"decline":[128],"symptoms":[129],"smart":[131],"homes,":[132],"which":[133],"supported":[135],"explainable":[137],"capabilities.":[139],"relies":[142],"clinical":[144],"indicators":[145],"abnormal":[147],"behaviors,":[148],"spatial":[149],"disorientation,":[150],"wandering.":[152],"An":[153],"AI-fueled":[154],"dashboard":[155],"allows":[156],"inspect":[159],"anomalies":[160],"together":[161],"with":[162,171,180,184],"explanations":[164],"predictions.":[166],"experimented":[170],"large":[173],"set":[174],"real-world":[176],"subjects,":[177],"including":[178],"people":[179,183],"MCI":[181],"dementia.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}