{"id":"https://openalex.org/W3190402799","doi":"https://doi.org/10.1109/mcom.001.2001096","title":"Location-Based Analytics in 5G and Beyond","display_name":"Location-Based Analytics in 5G and Beyond","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3190402799","doi":"https://doi.org/10.1109/mcom.001.2001096","mag":"3190402799"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2001096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2001096","pdf_url":null,"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":"green","oa_url":"https://hdl.handle.net/11392/2475791","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073709764","display_name":"Stefania Bartoletti","orcid":"https://orcid.org/0000-0003-1428-9776"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefania Bartoletti","raw_affiliation_strings":["National Research Council of Italy (IEIIT-CNR) and CNIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (IEIIT-CNR) and CNIT","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210130157","https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013356277","display_name":"Luca Chiaraviglio","orcid":"https://orcid.org/0000-0002-5350-2691"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Chiaraviglio","raw_affiliation_strings":["University of Rome Tor Vergata and CNIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rome Tor Vergata and CNIT","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084506115","display_name":"Sergio Fortes","orcid":"https://orcid.org/0000-0002-5857-6403"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Fortes","raw_affiliation_strings":["Universidad de M\u00e1laga"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de M\u00e1laga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028605204","display_name":"Takai Eddine Kennouche","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takai Eddine Kennouche","raw_affiliation_strings":["VIAVI Solutions France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VIAVI Solutions France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050770083","display_name":"G\u00fcrkan Solmaz","orcid":"https://orcid.org/0000-0002-5341-7913"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gurkan Solmaz","raw_affiliation_strings":["NEC Laboratories Europe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014941264","display_name":"Giacomo Bernini","orcid":"https://orcid.org/0000-0003-1460-5855"},"institutions":[{"id":"https://openalex.org/I4210135894","display_name":"Nextworks (Italy)","ror":"https://ror.org/03gzq6595","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210135894"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Bernini","raw_affiliation_strings":["Nextworks"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nextworks","institution_ids":["https://openalex.org/I4210135894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070594563","display_name":"Domenico Giustiniano","orcid":"https://orcid.org/0000-0003-3136-4176"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Domenico Giustiniano","raw_affiliation_strings":["IMDEA Networks Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064963698","display_name":"Joerg Widmer","orcid":"https://orcid.org/0000-0001-6667-8779"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joerg Widmer","raw_affiliation_strings":["IMDEA Networks Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039871509","display_name":"Raquel Barco","orcid":"https://orcid.org/0000-0002-8993-5229"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raquel Barco","raw_affiliation_strings":["Universidad de M\u00e1laga"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de M\u00e1laga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022168600","display_name":"Giuseppe Siracusano","orcid":"https://orcid.org/0000-0002-8960-4622"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuseppe Siracusano","raw_affiliation_strings":["NEC Laboratories Europe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015500569","display_name":"Andrea Conti","orcid":"https://orcid.org/0000-0001-9224-2178"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Conti","raw_affiliation_strings":["University of Ferrara and CNIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ferrara and CNIT","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084149953","display_name":"Nicola Bl\u00e9fari-Melazzi","orcid":"https://orcid.org/0000-0001-6245-5543"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Blefari Melazzi","raw_affiliation_strings":["University of Roma Tor Vergata and CNIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Roma Tor Vergata and CNIT","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2545,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92544546,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"59","issue":"7","first_page":"38","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8222604990005493},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7606572508811951},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7431992888450623},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48243531584739685},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4701431095600128},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46442094445228577},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43716496229171753},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3472778797149658},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2895570397377014},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.23045331239700317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08353456854820251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222604990005493},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7606572508811951},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7431992888450623},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48243531584739685},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4701431095600128},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46442094445228577},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43716496229171753},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3472778797149658},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2895570397377014},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.23045331239700317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08353456854820251},{"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/mcom.001.2001096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2001096","pdf_url":null,"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"},{"id":"pmh:oai:art.torvergata.it:2108/278616","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/278616","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unife.it:11392/2475791","is_oa":true,"landing_page_url":"https://hdl.handle.net/11392/2475791","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:sfera.unife.it:11392/2475791","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9502640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:7419469","is_oa":true,"landing_page_url":"https://doi.org/10.1109/MCOM.001.2001096","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unife.it:11392/2475791","is_oa":true,"landing_page_url":"https://hdl.handle.net/11392/2475791","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8801555292","display_name":null,"funder_award_id":"871249","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1967980594","https://openalex.org/W1979366878","https://openalex.org/W2130942839","https://openalex.org/W2592145690","https://openalex.org/W2768200721","https://openalex.org/W2787191418","https://openalex.org/W2902935763","https://openalex.org/W2943799979","https://openalex.org/W2972776893","https://openalex.org/W3016066680","https://openalex.org/W3035706453","https://openalex.org/W3128560131","https://openalex.org/W3130392981","https://openalex.org/W6679436768"],"related_works":["https://openalex.org/W4389341988","https://openalex.org/W4313339048","https://openalex.org/W3201779876","https://openalex.org/W4386004629","https://openalex.org/W3176734149","https://openalex.org/W2899531846","https://openalex.org/W3113627641","https://openalex.org/W4238142035","https://openalex.org/W2885461866","https://openalex.org/W3191964704"],"abstract_inverted_index":{"Location-based":[0],"analytics":[1,55],"leverage":[2],"accurate":[3],"location":[4],"awareness":[5],"enabled":[6],"by":[7],"the":[8,18,35,48],"fifth":[9],"generation":[10],"(5G)":[11],"mobile":[12],"technology":[13],"standard,":[14],"as":[15,17,56],"well":[16],"integration":[19],"of":[20,27,37,67],"heterogeneous":[21],"technologies,":[22],"to":[23,52],"empower":[24],"a":[25,57],"plethora":[26],"new":[28],"services":[29],"for":[30],"5G":[31,49,71],"verticals":[32],"and":[33,72,77],"optimize":[34],"use":[36],"network":[38,50],"resources.":[39],"This":[40],"article":[41],"proposes":[42],"an":[43,65],"end-to-end":[44],"architecture":[45],"integrated":[46],"in":[47,70],"infrastructure":[51],"provide":[53],"location-based":[54,79],"service.":[58],"Based":[59],"on":[60,75],"this":[61],"architecture,":[62],"we":[63],"present":[64],"overview":[66],"cutting-edge":[68],"applications":[69],"beyond,":[73],"focusing":[74],"people-centric":[76],"network-centric":[78],"analytics.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
