{"id":"https://openalex.org/W4366826683","doi":"https://doi.org/10.3390/mti7050042","title":"Service Selection Using an Ensemble Meta-Learning Classifier for Students with Disabilities","display_name":"Service Selection Using an Ensemble Meta-Learning Classifier for Students with Disabilities","publication_year":2023,"publication_date":"2023-04-23","ids":{"openalex":"https://openalex.org/W4366826683","doi":"https://doi.org/10.3390/mti7050042"},"language":"en","primary_location":{"id":"doi:10.3390/mti7050042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/mti7050042","pdf_url":"https://www.mdpi.com/2414-4088/7/5/42/pdf?version=1682338660","source":{"id":"https://openalex.org/S4210226272","display_name":"Multimodal Technologies and Interaction","issn_l":"2414-4088","issn":["2414-4088"],"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":"Multimodal Technologies and Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2414-4088/7/5/42/pdf?version=1682338660","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"],"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/A5016554996","display_name":"Mohammad Ali Humayun","orcid":"https://orcid.org/0000-0002-0256-1309"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Humayun","raw_affiliation_strings":["Department of Computer Science, Information Technology University, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Information Technology University, Lahore, Pakistan","institution_ids":["https://openalex.org/I1323252656"]}]},{"author_position":"middle","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"],"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/A5036350007","display_name":"Burhan Rashid Hussein","orcid":"https://orcid.org/0000-0002-9683-8689"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4387152452","display_name":"Empenn","ror":"https://ror.org/02hp31992","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I4387152452","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Burhan Rashid Hussein","raw_affiliation_strings":["Rennes University, Inria, Inserm IRISA UMR 6074, Empenn, ERL U 1228 Rennes, France"],"affiliations":[{"raw_affiliation_string":"Rennes University, Inria, Inserm IRISA UMR 6074, Empenn, ERL U 1228 Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I4387152452","https://openalex.org/I154526488"]}]},{"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"],"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"],"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/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"],"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":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088009854"],"corresponding_institution_ids":["https://openalex.org/I4210151290"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.982,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77164284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"5","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9919999837875366,"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":0.9919999837875366,"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":0.9782000184059143,"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/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7631529569625854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6898378133773804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6054915189743042},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5688983798027039},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4879114329814911},{"id":"https://openalex.org/keywords/learning-disability","display_name":"Learning disability","score":0.4810110032558441},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4726145565509796},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.46466219425201416},{"id":"https://openalex.org/keywords/services-computing","display_name":"Services computing","score":0.44227421283721924},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.4303853511810303},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42477989196777344},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.415459007024765},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36780786514282227},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3302174210548401},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28838470578193665},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.2290457785129547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7631529569625854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6898378133773804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6054915189743042},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5688983798027039},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4879114329814911},{"id":"https://openalex.org/C15107229","wikidata":"https://www.wikidata.org/wiki/Q860740","display_name":"Learning disability","level":2,"score":0.4810110032558441},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4726145565509796},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.46466219425201416},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.44227421283721924},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.4303853511810303},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42477989196777344},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.415459007024765},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36780786514282227},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3302174210548401},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28838470578193665},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.2290457785129547},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/mti7050042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/mti7050042","pdf_url":"https://www.mdpi.com/2414-4088/7/5/42/pdf?version=1682338660","source":{"id":"https://openalex.org/S4210226272","display_name":"Multimodal Technologies and Interaction","issn_l":"2414-4088","issn":["2414-4088"],"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":"Multimodal Technologies and Interaction","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04358493v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04358493","pdf_url":"https://hal.science/hal-04358493/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multimodal Technologies and Interaction, 2023, Multimodal Technologies and Interaction, 7 (5), pp.1-18. ⟨10.3390/mti7050042⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:b9dd8601df484296b511749ae83eb2cc","is_oa":true,"landing_page_url":"https://doaj.org/article/b9dd8601df484296b511749ae83eb2cc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multimodal Technologies and Interaction, Vol 7, Iss 5, p 42 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2414-4088/7/5/42/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/mti7050042","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":"Multimodal Technologies and Interaction; Volume 7; Issue 5; Pages: 42","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/mti7050042","is_oa":true,"landing_page_url":"https://doi.org/10.3390/mti7050042","pdf_url":"https://www.mdpi.com/2414-4088/7/5/42/pdf?version=1682338660","source":{"id":"https://openalex.org/S4210226272","display_name":"Multimodal Technologies and Interaction","issn_l":"2414-4088","issn":["2414-4088"],"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":"Multimodal Technologies and Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4366826683.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1579409865","https://openalex.org/W1965568192","https://openalex.org/W2002476133","https://openalex.org/W2006258370","https://openalex.org/W2136102480","https://openalex.org/W2339519091","https://openalex.org/W2342517598","https://openalex.org/W2344631964","https://openalex.org/W2405891336","https://openalex.org/W2538145160","https://openalex.org/W2593873687","https://openalex.org/W2759299345","https://openalex.org/W2776474121","https://openalex.org/W2800991267","https://openalex.org/W2841142521","https://openalex.org/W2894702716","https://openalex.org/W2906203087","https://openalex.org/W2908387075","https://openalex.org/W2982434772","https://openalex.org/W2995163177","https://openalex.org/W3005619706","https://openalex.org/W3016901213","https://openalex.org/W3024269187","https://openalex.org/W3029557145","https://openalex.org/W3034369951","https://openalex.org/W3046054856","https://openalex.org/W3118164373","https://openalex.org/W3133535971","https://openalex.org/W3194470669","https://openalex.org/W3197557397","https://openalex.org/W3199287105","https://openalex.org/W3217600434","https://openalex.org/W4200515121","https://openalex.org/W4205810177","https://openalex.org/W4229005816","https://openalex.org/W4280622843","https://openalex.org/W4281734618","https://openalex.org/W4285004955","https://openalex.org/W4323543309","https://openalex.org/W6735168252","https://openalex.org/W6747031687","https://openalex.org/W6757554239","https://openalex.org/W6773675489","https://openalex.org/W6777883934","https://openalex.org/W6800265254","https://openalex.org/W6962892560"],"related_works":["https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W2188759683","https://openalex.org/W2794896638","https://openalex.org/W4317376680","https://openalex.org/W4360777922","https://openalex.org/W1807784185","https://openalex.org/W3208169454","https://openalex.org/W4390905871","https://openalex.org/W3202800081"],"abstract_inverted_index":{"Students":[0],"with":[1,59,262],"special":[2],"needs":[3,106],"should":[4],"be":[5],"empowered":[6],"to":[7,20,45,234,241],"use":[8,139],"assistive":[9,53,127,148,198,257],"technologies":[10],"and":[11,18,39,47,55,96,116,173,215,218],"services":[12,54,65,71,101,128,240,245],"that":[13,94],"suit":[14],"their":[15,22],"individual":[16,197],"circumstances":[17],"environments":[19],"maximize":[21],"learning":[23,142,177,209],"attainment.":[24],"Fortunately,":[25],"modern":[26],"distributed":[27],"computing":[28],"paradigms,":[29],"such":[30],"as":[31],"the":[32,63,74,98,104,111,137,194,226,236,253],"Internet":[33],"of":[34,51,69,77,107,140,156,160,171,182,239,255],"Things":[35],"(IoT),":[36],"cloud":[37],"computing,":[38,41],"mobile":[40],"provide":[42],"ample":[43],"opportunities":[44],"create":[46],"offer":[48],"a":[49,67,81,154,188,219],"multitude":[50],"digital":[52],"devices":[56],"for":[57,246,260],"people":[58],"disabilities.":[60,263],"However,":[61],"choosing":[62],"appropriate":[64,243],"from":[66],"pool":[68],"competing":[70],"while":[72,102],"satisfying":[73],"unique":[75],"requirements":[76],"disabled":[78,108,247],"learners":[79,185,261],"remains":[80],"challenging":[82],"research":[83],"endeavor.":[84],"In":[85],"this":[86],"article,":[87],"we":[88,230],"propose":[89],"an":[90,180],"ensemble":[91,120,181,227],"meta-learning":[92,121],"model":[93,122,178,201,224,233],"ranks":[95],"selects":[97],"best":[99],"IoT":[100],"considering":[103],"diverse":[105],"students":[109],"within":[110],"educational":[112,244],"context.":[113],"We":[114],"train":[115],"test":[117],"our":[118,232,256],"deep":[119,176],"using":[123,187],"two":[124],"synthetically":[125],"generated":[126],"datasets.":[129],"The":[130,150,200,249],"first":[131],"dataset":[132,152],"incorporates":[133],"50,000":[134],"records":[135],"representing":[136,196],"possible":[138],"12":[141],"activities,":[143],"fulfilled":[144],"by":[145,192],"60":[146],"distinct":[147],"services.":[149,199],"second":[151],"includes":[153],"range":[155],"120,000":[157],"service":[158,258],"ratings":[159],"seven":[161],"quality":[162,170],"features,":[163],"including":[164],"response,":[165],"availability,":[166],"successibility,":[167],"latency,":[168],"cost,":[169],"service,":[172],"accessibility.":[174],"Our":[175],"uses":[179],"multiple":[183],"input":[184],"fused":[186],"meta-classification":[189],"network":[190,223],"shared":[191],"all":[193],"outputs":[195],"achieves":[202],"significantly":[203],"better":[204],"results":[205,251],"than":[206],"traditional":[207],"machine":[208,214],"models":[210],"(i.e.,":[211],"support":[212],"vector":[213],"random":[216],"forest)":[217],"simple":[220],"feed-forward":[221],"neural":[222],"without":[225],"technique.":[228],"Furthermore,":[229],"extended":[231],"utilize":[235],"accessibility":[237],"rating":[238],"suggest":[242],"learners.":[248],"empirical":[250],"show":[252],"acceptability":[254],"recommender":[259]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2023-04-25T00:00:00"}