{"id":"https://openalex.org/W4240428956","doi":"https://doi.org/10.1109/mcom.2020.9247523","title":"Data Science and Artificial Intelligence for Communications","display_name":"Data Science and Artificial Intelligence for Communications","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W4240428956","doi":"https://doi.org/10.1109/mcom.2020.9247523"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2020.9247523","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2020.9247523","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/9247503/09247523.pdf","source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/35/9247503/09247523.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013570405","display_name":"Irena Atov","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Irena Atov","raw_affiliation_strings":["Intelligent Conversation and Communications Cloud (IC3), Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Conversation and Communications Cloud (IC3), Microsoft","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022325942","display_name":"Kwang\u2010Cheng Chen","orcid":"https://orcid.org/0000-0002-1024-6106"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwang-Cheng Chen","raw_affiliation_strings":["Electrical engineering, University of South Florida, Tampa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical engineering, University of South Florida, Tampa","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069714415","display_name":"Ahmed E. Kamal","orcid":"https://orcid.org/0000-0002-6631-3478"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Kamal","raw_affiliation_strings":["Electrical and computer engineering, Iowa State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering, Iowa State University, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039269402","display_name":"Malamati Louta","orcid":"https://orcid.org/0009-0005-2283-7383"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Malamati Louta","raw_affiliation_strings":["Electrical and Computer Engineering Department, School of Engineering, University of Western Macedonia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, School of Engineering, University of Western Macedonia, Greece","institution_ids":["https://openalex.org/I89506807"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1546,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57755914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"58","issue":"10","first_page":"56","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.3637000024318695,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.3637000024318695,"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/T12384","display_name":"Customer churn and segmentation","score":0.32899999618530273,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8422666788101196},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7034245133399963},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6153675317764282},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6016058921813965},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5893799066543579},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5605331659317017},{"id":"https://openalex.org/keywords/special-section","display_name":"Special section","score":0.5341300964355469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4035312831401825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1311410367488861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8422666788101196},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7034245133399963},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6153675317764282},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6016058921813965},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5893799066543579},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5605331659317017},{"id":"https://openalex.org/C2993458768","wikidata":"https://www.wikidata.org/wiki/Q3477549","display_name":"Special section","level":2,"score":0.5341300964355469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4035312831401825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1311410367488861},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.2020.9247523","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2020.9247523","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/9247503/09247523.pdf","source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/mcom.2020.9247523","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcom.2020.9247523","pdf_url":"https://ieeexplore.ieee.org/ielx7/35/9247503/09247523.pdf","source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4240428956.pdf","grobid_xml":"https://content.openalex.org/works/W4240428956.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706"],"abstract_inverted_index":{"The":[0,16],"articles":[1],"in":[2,41,96],"this":[3,19],"special":[4],"section":[5],"focus":[6],"on":[7],"data":[8,57,77],"science":[9],"and":[10,32,55,81,84],"artificial":[11,49],"intelligence":[12,50],"for":[13],"communication":[14],"applications.":[15],"popularity":[17],"of":[18,27,48,75,91,104],"Series":[20],"continues":[21],"to":[22,37,87,98],"grow,":[23],"attracting":[24],"a":[25],"lot":[26],"attention":[28],"from":[29,79],"both":[30],"researchers":[31],"practitioners":[33],"who":[34],"are":[35],"working":[36],"address":[38],"various":[39],"challenges":[40],"the":[42,46,73,85,100,105],"network":[43,82],"field":[44],"through":[45],"advances":[47],"(AI),":[51],"machine":[52],"learning":[53,62],"(ML),":[54],"big":[56],"analysis.":[58],"This":[59],"trend":[60],"toward":[61],"-based,":[63],"data-driven":[64],"approaches":[65],"has":[66],"been":[67],"mainly":[68],"motivated":[69],"by":[70],"two":[71],"things:":[72],"amount":[74],"available":[76],"retrieved":[78],"devices":[80],"equipment,":[83],"need":[86],"tune":[88],"large":[89],"numbers":[90],"networ":[92],"k":[93],"operational":[94],"parameters":[95],"order":[97],"meet":[99],"frequently":[101],"changing":[102],"needs":[103],"services.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
