{"id":"https://openalex.org/W3182424304","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473754","title":"User Satisfaction Prediction Framework for Personalized Wireless Networks: A DNN Approach","display_name":"User Satisfaction Prediction Framework for Personalized Wireless Networks: A DNN Approach","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3182424304","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473754","mag":"3182424304"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops50388.2021.9473754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473754","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 Communications Workshops (ICC 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/A5007823782","display_name":"Rawan Alkurd","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Rawan Alkurd","raw_affiliation_strings":["Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028941501","display_name":"Ibrahim Abualhaol","orcid":"https://orcid.org/0000-0001-8359-4470"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]},{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA","JO"],"is_corresponding":false,"raw_author_name":"Ibrahim AbuAlhaol","raw_affiliation_strings":["Carleton University, Ottawa, Canada","Princess Sumaya University of Technology, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Princess Sumaya University of Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035446029","display_name":"Halim Yan\u0131k\u00f6mero\u011flu","orcid":"https://orcid.org/0000-0003-4776-9354"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Halim Yanikomeroglu","raw_affiliation_strings":["Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007823782"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1121485,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9944000244140625,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9944000244140625,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524895668029785},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6350564360618591},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5932572484016418},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"User satisfaction","score":0.5870433449745178},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5429122447967529},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5077255964279175},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43865180015563965},{"id":"https://openalex.org/keywords/computer-user-satisfaction","display_name":"Computer user satisfaction","score":0.43193304538726807},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42728307843208313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38755521178245544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34477752447128296},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.3019533157348633},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27846407890319824},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.08705276250839233},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08446899056434631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524895668029785},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6350564360618591},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5932572484016418},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.5870433449745178},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5429122447967529},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5077255964279175},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43865180015563965},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.43193304538726807},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42728307843208313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38755521178245544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34477752447128296},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3019533157348633},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27846407890319824},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.08705276250839233},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08446899056434631}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops50388.2021.9473754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473754","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 Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1978421850","https://openalex.org/W2014124590","https://openalex.org/W2168465881","https://openalex.org/W2177696193","https://openalex.org/W2573292679","https://openalex.org/W2587901004","https://openalex.org/W2595960293","https://openalex.org/W2769507557","https://openalex.org/W2802697544","https://openalex.org/W2887881998","https://openalex.org/W2907645330","https://openalex.org/W2921881548","https://openalex.org/W2956441526","https://openalex.org/W2960283727","https://openalex.org/W2961925954","https://openalex.org/W2962883549","https://openalex.org/W3011770345","https://openalex.org/W3099153556"],"related_works":["https://openalex.org/W2172342304","https://openalex.org/W4251188927","https://openalex.org/W1592408533","https://openalex.org/W2094610220","https://openalex.org/W2000269362","https://openalex.org/W2004938492","https://openalex.org/W1505679156","https://openalex.org/W2022452544","https://openalex.org/W1583873799","https://openalex.org/W2914310705"],"abstract_inverted_index":{"New":[0],"data":[1,32],"applications,":[2],"smart":[3],"devices,":[4],"and":[5,40,60,69,88,106,128,151],"technologies":[6],"are":[7,62],"emerging":[8],"every":[9],"year.":[10],"Future":[11],"wireless":[12,77,111],"networks":[13,78,112,127],"will":[14,75],"be":[15],"expected":[16],"to":[17,79],"maintain":[18],"user":[19,35,46,57,71,89,117],"expectations":[20],"in":[21,30,49,73],"spite":[22],"of":[23,26,125,145,153],"the":[24,43,50,123,134,143,149,154],"difficulty":[25],"managing":[27],"explosive":[28],"increases":[29],"network":[31],"traffic.":[33],"Yet":[34],"experience":[36,58],"is":[37],"highly":[38,44],"subjective":[39],"depends":[41],"on":[42,114],"dynamic":[45,116],"satisfaction":[47,72,104,118],"behavior":[48],"network.":[51],"For":[52],"this":[53,92],"reason,":[54],"real-time":[55,74,101],"data-driven":[56,103],"modeling":[59],"prediction":[61,107],"more":[63,81],"relevant":[64],"than":[65],"mathematical":[66],"modeling.":[67],"Modeling":[68],"predicting":[70],"enable":[76],"make":[80],"personalized":[82,110],"decisions,":[83],"which":[84],"can":[85],"increase":[86],"efficiency":[87],"satisfaction.":[90],"In":[91],"paper,":[93],"we":[94,132],"propose":[95],"a":[96,100,115,138],"framework":[97,136],"for":[98,109],"implementing":[99],"big":[102],"monitoring":[105],"system":[108],"based":[113],"model.":[119,141],"Then,":[120],"inspired":[121],"by":[122],"success":[124],"neural":[126],"deep":[129],"learning":[130],"techniques,":[131],"implement":[133],"proposed":[135,155],"using":[137],"tuned":[139],"DNN":[140],"Finally,":[142],"results":[144],"our":[146],"experiment":[147],"show":[148],"feasibility":[150],"preeminence":[152],"framework.":[156]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}