{"id":"https://openalex.org/W4285004955","doi":"https://doi.org/10.3390/s22145142","title":"A Two-Phase Machine Learning Framework for Context-Aware Service Selection to Empower People with Disabilities","display_name":"A Two-Phase Machine Learning Framework for Context-Aware Service Selection to Empower People with Disabilities","publication_year":2022,"publication_date":"2022-07-08","ids":{"openalex":"https://openalex.org/W4285004955","doi":"https://doi.org/10.3390/s22145142","pmid":"https://pubmed.ncbi.nlm.nih.gov/35890820"},"language":"en","primary_location":{"id":"doi:10.3390/s22145142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145142","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5142/pdf?version=1657524805","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/14/5142/pdf?version=1657524805","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088009854","display_name":"Abdallah Namoun","orcid":"https://orcid.org/0000-0002-7050-0532"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abdallah Namoun","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-7050-0532","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103039036","display_name":"Adnan Ahmed Abi Sen","orcid":"https://orcid.org/0000-0003-2960-5807"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Adnan Ahmed Abi Sen","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272001","display_name":"Ali Tufail","orcid":"https://orcid.org/0000-0003-4871-4080"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Ali Tufail","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam, Tungku Link, Gadong BE1410, Brunei"],"raw_orcid":"https://orcid.org/0000-0003-4871-4080","affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam, Tungku Link, Gadong BE1410, Brunei","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010928963","display_name":"Abdullah Alshanqiti","orcid":"https://orcid.org/0000-0002-6080-5236"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Alshanqiti","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6080-5236","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084823078","display_name":"Waqas Nawaz","orcid":"https://orcid.org/0000-0002-9989-6163"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Waqas Nawaz","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9989-6163","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017688105","display_name":"Oussama Benrhouma","orcid":"https://orcid.org/0000-0002-4540-3650"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Oussama BenRhouma","raw_affiliation_strings":["Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088009854"],"corresponding_institution_ids":["https://openalex.org/I4210151290"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.6619,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.84987452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"22","issue":"14","first_page":"5142","last_page":"5142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9987000226974487,"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":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11977","display_name":"Technology Use by Older Adults","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/context","display_name":"Context (archaeology)","score":0.6592082977294922},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5446991920471191},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.5176210999488831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.511081337928772},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47615572810173035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4255196750164032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41874194145202637},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3866279721260071},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3544677793979645},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1729758083820343},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07933440804481506},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07260006666183472}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6592082977294922},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5446991920471191},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.5176210999488831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.511081337928772},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47615572810173035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4255196750164032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41874194145202637},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3866279721260071},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3544677793979645},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1729758083820343},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07933440804481506},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07260006666183472},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006233","descriptor_name":"Disabled Persons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006233","descriptor_name":"Persons with Disabilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006233","descriptor_name":"Persons with Disabilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22145142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145142","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5142/pdf?version=1657524805","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35890820","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35890820","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:0b560d0473804e15b7c52f8e2fbfdbe4","is_oa":true,"landing_page_url":"https://doaj.org/article/0b560d0473804e15b7c52f8e2fbfdbe4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 14, p 5142 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/14/5142/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22145142","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 14; Pages: 5142","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9324550","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9324550","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22145142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145142","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5142/pdf?version=1657524805","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285004955.pdf","grobid_xml":"https://content.openalex.org/works/W4285004955.grobid-xml"},"referenced_works_count":94,"referenced_works":["https://openalex.org/W23897865","https://openalex.org/W26500779","https://openalex.org/W53119001","https://openalex.org/W65647705","https://openalex.org/W217162355","https://openalex.org/W324431417","https://openalex.org/W1576742742","https://openalex.org/W1621144877","https://openalex.org/W1845102239","https://openalex.org/W1950114428","https://openalex.org/W1966293011","https://openalex.org/W1968760624","https://openalex.org/W1974683708","https://openalex.org/W1982379311","https://openalex.org/W2016115723","https://openalex.org/W2028286673","https://openalex.org/W2032365836","https://openalex.org/W2034159722","https://openalex.org/W2036541574","https://openalex.org/W2060017308","https://openalex.org/W2067974453","https://openalex.org/W2083904676","https://openalex.org/W2090128494","https://openalex.org/W2110459663","https://openalex.org/W2136102480","https://openalex.org/W2146013510","https://openalex.org/W2169474898","https://openalex.org/W2203327981","https://openalex.org/W2261812172","https://openalex.org/W2338745345","https://openalex.org/W2411962739","https://openalex.org/W2524352340","https://openalex.org/W2528886240","https://openalex.org/W2548666717","https://openalex.org/W2576410371","https://openalex.org/W2579393094","https://openalex.org/W2581657033","https://openalex.org/W2625084648","https://openalex.org/W2731090626","https://openalex.org/W2732650755","https://openalex.org/W2735202792","https://openalex.org/W2752007092","https://openalex.org/W2753439746","https://openalex.org/W2766051310","https://openalex.org/W2775416117","https://openalex.org/W2794036657","https://openalex.org/W2795564597","https://openalex.org/W2801704303","https://openalex.org/W2803266738","https://openalex.org/W2804590383","https://openalex.org/W2884118832","https://openalex.org/W2884339332","https://openalex.org/W2890891267","https://openalex.org/W2890973772","https://openalex.org/W2891442632","https://openalex.org/W2893756934","https://openalex.org/W2898413129","https://openalex.org/W2901815326","https://openalex.org/W2928314346","https://openalex.org/W2951114369","https://openalex.org/W2964102227","https://openalex.org/W2974286572","https://openalex.org/W3004823354","https://openalex.org/W3013738389","https://openalex.org/W3015054736","https://openalex.org/W3016628316","https://openalex.org/W3038588235","https://openalex.org/W3041181167","https://openalex.org/W3041620083","https://openalex.org/W3043779540","https://openalex.org/W3047217461","https://openalex.org/W3082603829","https://openalex.org/W3083829175","https://openalex.org/W3089158077","https://openalex.org/W3097354788","https://openalex.org/W3119262848","https://openalex.org/W3135040454","https://openalex.org/W3173193443","https://openalex.org/W3179795304","https://openalex.org/W3186441381","https://openalex.org/W3186788365","https://openalex.org/W3217062826","https://openalex.org/W4205703019","https://openalex.org/W4210615146","https://openalex.org/W4210801738","https://openalex.org/W4211158916","https://openalex.org/W4226196844","https://openalex.org/W4280599313","https://openalex.org/W4312390551","https://openalex.org/W6645841138","https://openalex.org/W6754183108","https://openalex.org/W6755294048","https://openalex.org/W6784975903","https://openalex.org/W6815165812"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489"],"abstract_inverted_index":{"The":[0,93,215],"use":[1],"of":[2,18,39,88,130,145,156,187,195],"software":[3],"and":[4,37,72,121,143,165,179,213],"IoT":[5],"services":[6,25,81,182],"is":[7,97,133,151],"increasing":[8],"significantly":[9],"among":[10],"people":[11,89],"with":[12,90,184],"special":[13,91],"needs,":[14],"who":[15],"constitute":[16],"15%":[17],"the":[19,34,85,104,118,125,128,141,146,174,193,225],"world's":[20],"population.":[21],"However,":[22],"selecting":[23],"appropriate":[24],"to":[26,55,79,83,113,117,224],"create":[27],"a":[28,44,51,74,154,185],"composite":[29],"assistive":[30,63],"service":[31,64,70,131,219],"based":[32],"on":[33],"evolving":[35],"needs":[36],"context":[38,142],"disabled":[40,147],"user":[41,119,157],"groups":[42],"remains":[43],"challenging":[45],"research":[46,49],"endeavor.":[47],"Our":[48,149],"applies":[50],"scenario-based":[52],"design":[53],"technique":[54],"contribute":[56],"(1)":[57],"an":[58],"inclusive":[59],"disability":[60,69,161],"ontology":[61],"for":[62],"selection,":[65],"(2)":[66],"semi-synthetic":[67],"generated":[68],"datasets,":[71],"(3)":[73],"machine":[75],"learning":[76],"(ML)":[77],"framework":[78,96],"choose":[80],"adaptively":[82],"suit":[84],"dynamic":[86],"requirements":[87,231],"needs.":[92],"ML-based":[94],"selection":[95,220],"applied":[98],"in":[99,124,222],"two":[100],"complementary":[101],"phases.":[102],"In":[103],"first":[105],"phase,":[106,127],"all":[107],"available":[108,166],"atomic":[109],"tasks":[110],"are":[111,232],"assessed":[112],"determine":[114],"their":[115,137,160],"appropriateness":[116],"goal":[120],"profiles,":[122],"whereas":[123],"subsequent":[126],"list":[129],"providers":[132],"narrowed":[134],"by":[135],"matching":[136],"quality-of-service":[138],"factors":[139],"against":[140,202],"characteristics":[144],"person.":[148],"methodology":[150],"centered":[152],"around":[153],"myriad":[155],"characteristics,":[158],"including":[159],"profile,":[162],"preferences,":[163],"environment,":[164],"IT":[167],"resources.":[168],"To":[169,191],"this":[170],"end,":[171],"we":[172,198],"extended":[173],"widely":[175],"used":[176],"QWS":[177],"V2.0":[178],"WS-DREAM":[180],"web":[181],"datasets":[183],"fusion":[186],"selected":[188],"accessibility":[189,230],"features.":[190],"ascertain":[192],"validity":[194],"our":[196],"approach,":[197],"compared":[199],"its":[200],"performance":[201],"common":[203],"multi-criteria":[204],"decision":[205],"making":[206],"(MCDM)":[207],"models,":[208],"namely":[209],"AHP,":[210],"SAW,":[211],"PROMETHEE,":[212],"TOPSIS.":[214],"findings":[216],"demonstrate":[217],"superior":[218],"accuracy":[221],"contrast":[223],"other":[226],"methods":[227],"while":[228],"ensuring":[229],"satisfied.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-07T14:30:12.667765","created_date":"2025-10-10T00:00:00"}
