{"id":"https://openalex.org/W2961925954","doi":"https://doi.org/10.1109/iccw.2019.8756804","title":"A Synthetic User Behavior Dataset Design for Data-Driven AI-Based Personalized Wireless Networks","display_name":"A Synthetic User Behavior Dataset Design for Data-Driven AI-Based Personalized Wireless Networks","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2961925954","doi":"https://doi.org/10.1109/iccw.2019.8756804","mag":"2961925954"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2019.8756804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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/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":"Ibrahim AbuAlhaol","raw_affiliation_strings":["Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"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":1,"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":0.6847,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67339032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11932","display_name":"Wireless Body Area Networks","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9839000105857849,"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":0.9801999926567078,"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":0.7717971801757812},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5576321482658386},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48886317014694214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37804752588272095},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3490322530269623},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10943880677223206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7717971801757812},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5576321482658386},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48886317014694214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37804752588272095},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3490322530269623},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10943880677223206}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2019.8756804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W134960717","https://openalex.org/W2102763740","https://openalex.org/W2184902314","https://openalex.org/W2547146855","https://openalex.org/W2587901004","https://openalex.org/W2769507557","https://openalex.org/W2784655662","https://openalex.org/W2956441526","https://openalex.org/W2961925954","https://openalex.org/W2963631961","https://openalex.org/W3011770345","https://openalex.org/W3017650531","https://openalex.org/W6605479355"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2908230797"],"abstract_inverted_index":{"It":[0],"is":[1,61],"envisioned":[2],"that":[3,65],"wireless":[4,33,56],"networks":[5,34],"of":[6,43,114],"the":[7,111],"future":[8],"will":[9,31],"support":[10],"personalized,":[11],"fine-grained":[12],"services":[13],"and":[14,25,50,69,81],"decisions":[15],"by":[16],"predicting":[17],"user":[18,41,67,71,101,121],"satisfaction":[19,72,107,122],"in":[20,88],"real-time":[21],"using":[22,125],"machine":[23,127],"learning":[24,128],"big":[26],"data":[27,60,103],"analytics.":[28],"Data-driven":[29],"personalization":[30],"empower":[32],"to":[35,47,55,79,98],"further":[36],"optimize":[37],"resources":[38],"while":[39],"maintaining":[40],"expectations":[42],"networks.":[44],"In":[45],"order":[46],"design,":[48],"test,":[49],"validate":[51],"research":[52],"ideas":[53],"related":[54],"network":[57],"personalization,":[58],"acquiring":[59],"essential.":[62],"However,":[63],"datasets":[64],"comprise":[66],"behavior":[68,102],"corresponding":[70],"information":[73],"are":[74],"generally":[75],"not":[76],"published":[77],"due":[78],"privacy":[80],"confidentiality":[82],"concerns.":[83],"To":[84],"account":[85],"for":[86],"this,":[87],"this":[89],"paper,":[90],"we":[91,118],"propose":[92],"a":[93],"synthetic":[94],"dataset":[95],"design":[96],"methodology":[97],"generate":[99],"labeled":[100],"with":[104],"ground":[105],"truth":[106],"values":[108],"which":[109],"mimic":[110],"real":[112,115],"characteristics":[113],"datasets.":[116],"Finally,":[117],"conduct":[119],"sample":[120],"prediction":[123],"experiments":[124],"several":[126],"algorithms.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
