{"id":"https://openalex.org/W4408325609","doi":"https://doi.org/10.1109/aiccsa63423.2024.10912596","title":"Leveraging Service Supply Dynamics in Senselife: Building an Explainable Recommender System for Tailored Frailty Prevention","display_name":"Leveraging Service Supply Dynamics in Senselife: Building an Explainable Recommender System for Tailored Frailty Prevention","publication_year":2024,"publication_date":"2024-10-22","ids":{"openalex":"https://openalex.org/W4408325609","doi":"https://doi.org/10.1109/aiccsa63423.2024.10912596"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa63423.2024.10912596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa63423.2024.10912596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://imt-mines-albi.hal.science/hal-05001131v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018963408","display_name":"Ghassen Frikha","orcid":"https://orcid.org/0009-0002-9140-1821"},"institutions":[{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876"]},{"id":"https://openalex.org/I4394709210","display_name":"Centre de G\u00e9nie Industriel","ror":"https://ror.org/012x47023","country_code":null,"type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876","https://openalex.org/I4394709210"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ghassen Frikha","raw_affiliation_strings":["IMT Mines Albi, Industrial Engineering Center, University of Toulouse,Albi,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Mines Albi, Industrial Engineering Center, University of Toulouse,Albi,France","institution_ids":["https://openalex.org/I4210091876","https://openalex.org/I4394709210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073285300","display_name":"Xavier Lorca","orcid":"https://orcid.org/0000-0002-6534-8644"},"institutions":[{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876"]},{"id":"https://openalex.org/I4394709210","display_name":"Centre de G\u00e9nie Industriel","ror":"https://ror.org/012x47023","country_code":null,"type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876","https://openalex.org/I4394709210"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xavier Lorca","raw_affiliation_strings":["IMT Mines Albi, Industrial Engineering Center, University of Toulouse,Albi,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Mines Albi, Industrial Engineering Center, University of Toulouse,Albi,France","institution_ids":["https://openalex.org/I4210091876","https://openalex.org/I4394709210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036183451","display_name":"Herv\u00e9 Pingaud","orcid":"https://orcid.org/0000-0001-5166-7727"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210087602","display_name":"Laboratoire de G\u00e9nie Chimique","ror":"https://ror.org/003jnac13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210087602","https://openalex.org/I4210095849","https://openalex.org/I4210097961","https://openalex.org/I4210131653","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210126056","display_name":"Institut National Universitaire Jean-Fran\u00e7ois Champollion","ror":"https://ror.org/03078mv10","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210126056"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Pingaud","raw_affiliation_strings":["Champollion National University Institute, University of Toulouse,CNRS-LGC,Albi,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Champollion National University Institute, University of Toulouse,CNRS-LGC,Albi,France","institution_ids":["https://openalex.org/I4210126056","https://openalex.org/I4210087602","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114376997","display_name":"Adel Taweel","orcid":"https://orcid.org/0000-0003-0240-9857"},"institutions":[{"id":"https://openalex.org/I94800806","display_name":"Birzeit University","ror":"https://ror.org/0256kw398","country_code":"PS","type":"education","lineage":["https://openalex.org/I94800806"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Adel Taweel","raw_affiliation_strings":["Birzeit University,Department of Computer Science,Birzeit,Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birzeit University,Department of Computer Science,Birzeit,Palestine","institution_ids":["https://openalex.org/I94800806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034776884","display_name":"Christophe Bortolaso","orcid":"https://orcid.org/0000-0002-6635-9345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christophe Bortolaso","raw_affiliation_strings":["Research and Innovation Division, Berger-Levrault,Lab&#x00E8;ge,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Innovation Division, Berger-Levrault,Lab&#x00E8;ge,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090765915","display_name":"Katarzyna Borgie\u0142","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katarzyna Borgiel","raw_affiliation_strings":["Research and Innovation Division, Berger-Levrault,Lab&#x00E8;ge,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Innovation Division, Berger-Levrault,Lab&#x00E8;ge,France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024607215","display_name":"Elyes Lamine","orcid":"https://orcid.org/0000-0002-1728-7744"},"institutions":[{"id":"https://openalex.org/I4210126056","display_name":"Institut National Universitaire Jean-Fran\u00e7ois Champollion","ror":"https://ror.org/03078mv10","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210126056"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elyes Lamine","raw_affiliation_strings":["ISIS, Champollion National University Institute, University of Toulouse,Castres,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISIS, Champollion National University Institute, University of Toulouse,Castres,France","institution_ids":["https://openalex.org/I4210126056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32356713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11011","display_name":"Frailty in Older Adults","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11011","display_name":"Frailty in Older Adults","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/T11376","display_name":"Geriatric Care and Nursing Homes","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.946399986743927,"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/recommender-system","display_name":"Recommender system","score":0.7945120334625244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7578278183937073},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4997725486755371},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.47085684537887573},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2792947292327881},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08984646201133728}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7945120334625244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7578278183937073},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4997725486755371},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.47085684537887573},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2792947292327881},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08984646201133728},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/aiccsa63423.2024.10912596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa63423.2024.10912596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05001131v1","is_oa":true,"landing_page_url":"https://imt-mines-albi.hal.science/hal-05001131","pdf_url":"https://imt-mines-albi.hal.science/hal-05001131v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://aiccsa.net/AICCSA2024/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05001131v1","is_oa":true,"landing_page_url":"https://imt-mines-albi.hal.science/hal-05001131","pdf_url":"https://imt-mines-albi.hal.science/hal-05001131v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://aiccsa.net/AICCSA2024/","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408325609.pdf","grobid_xml":"https://content.openalex.org/works/W4408325609.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1566864370","https://openalex.org/W1586361301","https://openalex.org/W2238097623","https://openalex.org/W2274126697","https://openalex.org/W2783589973","https://openalex.org/W2926602183","https://openalex.org/W2972327243","https://openalex.org/W2979434443","https://openalex.org/W3015273540","https://openalex.org/W3035357713","https://openalex.org/W3084877531","https://openalex.org/W4386298260","https://openalex.org/W4393407198","https://openalex.org/W6761028121","https://openalex.org/W6846640088"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266"],"abstract_inverted_index":{"The":[0,87],"growing":[1],"elderly":[2],"population":[3],"in":[4],"developed":[5],"countries":[6],"highlights":[7],"the":[8,49,70,80,96,109,116,120,144],"critical":[9],"need":[10],"for":[11,42,101,155],"preventing":[12],"frailty,":[13],"which":[14],"poses":[15],"significant":[16],"challenges":[17,53],"to":[18,22,83,124],"health":[19,27],"systems":[20,64],"due":[21],"increased":[23],"risks":[24],"of":[25,61,72,98,111,122],"severe":[26],"issues.":[28],"This":[29],"paper":[30,88,145],"introduces":[31],"Senselife,":[32],"a":[33],"framework":[34,82],"that":[35],"provides":[36],"explainable":[37],"service":[38,85,91,141],"recommendations":[39],"specifically":[40],"tailored":[41],"frailty":[43],"prevention.":[44],"It":[45],"begins":[46],"by":[47,58,147],"outlining":[48],"medical":[50],"context":[51],"and":[52,77,95,118,151],"associated":[54],"with":[55,65],"aging,":[56],"followed":[57],"an":[59],"overview":[60],"existing":[62],"recommender":[63,105],"similar":[66],"objectives.":[67],"We":[68,107],"detail":[69],"integration":[71],"three":[73],"key":[74,149],"resources-ROR,":[75],"RNA,":[76],"Data":[78],"Laregion-within":[79],"Senselife":[81],"represent":[84],"supply.":[86],"explains":[89],"how":[90,133],"supply":[92],"is":[93],"structured":[94],"transformation":[97],"available":[99],"data":[100,127],"use":[102],"within":[103],"our":[104],"engine.":[106],"introduce":[108],"concept":[110],"operational":[112],"activities":[113],"derived":[114],"from":[115],"ROR":[117],"leverage":[119],"capabilities":[121],"LLMs":[123],"incorporate":[125],"RNA":[126],"into":[128,139],"Senselife.":[129],"Additionally,":[130],"we":[131],"illustrate":[132],"these":[134],"services":[135],"are":[136],"ultimately":[137],"compiled":[138],"recommended":[140],"packages.":[142],"Finally,":[143],"concludes":[146],"summarizing":[148],"findings":[150],"suggesting":[152],"potential":[153],"directions":[154],"future":[156],"research.":[157]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
