{"id":"https://openalex.org/W3094132212","doi":"https://doi.org/10.1109/iscc50000.2020.9219725","title":"A Computational Model and Algorithm to Identify Social Isolation in Elderly Population","display_name":"A Computational Model and Algorithm to Identify Social Isolation in Elderly Population","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094132212","doi":"https://doi.org/10.1109/iscc50000.2020.9219725","mag":"3094132212"},"language":"en","primary_location":{"id":"doi:10.1109/iscc50000.2020.9219725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc50000.2020.9219725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium on Computers and Communications (ISCC)","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/A5028629263","display_name":"Pooya Moradian Zadeh","orcid":"https://orcid.org/0000-0001-6214-0744"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Pooya Moradian Zadeh","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Saghi Khani","orcid":null},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Saghi Khani","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082873326","display_name":"Kathryn Pfaff","orcid":"https://orcid.org/0000-0001-9124-0365"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kathryn Pfaff","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020161014","display_name":"Saeed Samet","orcid":"https://orcid.org/0000-0002-5116-5484"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Saeed Samet","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028629263"],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":null,"apc_paid":null,"fwci":0.537,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71243688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.7554959058761597},{"id":"https://openalex.org/keywords/social-isolation","display_name":"Social isolation","score":0.6891728639602661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6272542476654053},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.5642229914665222},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4370558559894562},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.424377977848053},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.4225018620491028},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16808637976646423},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.09360596537590027}],"concepts":[{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.7554959058761597},{"id":"https://openalex.org/C2776893239","wikidata":"https://www.wikidata.org/wiki/Q1778765","display_name":"Social isolation","level":2,"score":0.6891728639602661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6272542476654053},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5642229914665222},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4370558559894562},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.424377977848053},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.4225018620491028},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16808637976646423},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.09360596537590027},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc50000.2020.9219725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc50000.2020.9219725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W179525839","https://openalex.org/W1233299784","https://openalex.org/W1969723574","https://openalex.org/W2015037772","https://openalex.org/W2023655578","https://openalex.org/W2052245613","https://openalex.org/W2077743232","https://openalex.org/W2150649057","https://openalex.org/W2334496916","https://openalex.org/W2343932878","https://openalex.org/W2464507169","https://openalex.org/W2565679871","https://openalex.org/W2755581784","https://openalex.org/W2792806730","https://openalex.org/W2801470122","https://openalex.org/W2934187270","https://openalex.org/W2964211020","https://openalex.org/W3099626846","https://openalex.org/W4254231781","https://openalex.org/W6719233349"],"related_works":["https://openalex.org/W2394779770","https://openalex.org/W2415102733","https://openalex.org/W2072346427","https://openalex.org/W2044042590","https://openalex.org/W3188694227","https://openalex.org/W4285592362","https://openalex.org/W3207924899","https://openalex.org/W2995790763","https://openalex.org/W2334182717","https://openalex.org/W3118394670"],"abstract_inverted_index":{"Research":[0],"has":[1,13,49],"shown":[2],"that":[3],"social":[4,66,79,108,125],"isolation":[5,80],"is":[6,24],"a":[7,32,54,82,96,105],"serious":[8],"health":[9,35,56],"risk":[10],"issue":[11],"which":[12],"unignorably":[14],"negative":[15],"impacts":[16],"on":[17],"well-being":[18],"and":[19,31,74,85,114],"quality":[20,88],"of":[21,41,78,116],"life.":[22],"It":[23],"also":[25],"harmful":[26],"to":[27,65,90,99],"healthy":[28],"human":[29],"development":[30],"high-risk":[33],"public":[34,55],"issue.":[36],"Given":[37],"the":[38,45,47,62,76],"rapid":[39],"growth":[40],"aging":[42],"populations":[43],"around":[44],"world,":[46],"problem":[48],"gained":[50],"growing":[51],"attention":[52],"as":[53,58],"priority":[57],"seniors":[59],"are":[60,120],"among":[61],"most":[63],"vulnerable":[64],"isolation.":[67],"In":[68],"this":[69],"research":[70],"work,":[71],"we":[72,94],"define":[73],"model":[75],"concept":[77],"in":[81,104],"computational":[83],"form":[84],"introduce":[86],"new":[87],"functions":[89],"measure":[91],"it.":[92],"Moreover,":[93],"propose":[95],"novel":[97],"algorithm":[98],"identify":[100],"socially":[101],"isolated":[102],"individuals":[103],"community":[106],"using":[107,122],"network":[109],"analysis":[110],"techniques.":[111],"The":[112],"performance":[113],"efficiency":[115],"our":[117],"proposed":[118],"approach":[119],"evaluated":[121],"various":[123],"synthetic":[124],"graphs.":[126]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
