{"id":"https://openalex.org/W4289913043","doi":"https://doi.org/10.1109/access.2022.3196657","title":"ML-Based Radio Resource Management in 5G and Beyond Networks: A Survey","display_name":"ML-Based Radio Resource Management in 5G and Beyond Networks: A Survey","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289913043","doi":"https://doi.org/10.1109/access.2022.3196657"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3196657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3196657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09851417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09851417.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014340347","display_name":"Ioannis A. Bartsiokas","orcid":"https://orcid.org/0000-0001-5004-1407"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis A. Bartsiokas","raw_affiliation_strings":["Microwave and Fiber Optics Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","School of Electrical and Computer Engineering, Microwave and Fiber Optics Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0001-5004-1407","affiliations":[{"raw_affiliation_string":"Microwave and Fiber Optics Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Microwave and Fiber Optics Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015078439","display_name":"Panagiotis K. Gkonis","orcid":"https://orcid.org/0000-0001-8846-1044"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis K. Gkonis","raw_affiliation_strings":["Department of Digital Industry Technologies, National and Kapodistrian University of Athens, Sterea Ellada, Dirfies Messapies, Greece"],"raw_orcid":"https://orcid.org/0000-0001-8846-1044","affiliations":[{"raw_affiliation_string":"Department of Digital Industry Technologies, National and Kapodistrian University of Athens, Sterea Ellada, Dirfies Messapies, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021081251","display_name":"Dimitra I. Kaklamani","orcid":"https://orcid.org/0000-0002-1641-9485"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitra I. Kaklamani","raw_affiliation_strings":["Microwave and Fiber Optics Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","School of Electrical and Computer Engineering, Microwave and Fiber Optics Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microwave and Fiber Optics Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Microwave and Fiber Optics Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077094412","display_name":"Iakovos S. Venieris","orcid":"https://orcid.org/0000-0003-3011-3746"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iakovos S. Venieris","raw_affiliation_strings":["Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","School of Electrical and Computer Engineering, Intelligent Communications and Broadband Networks Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Communications and Broadband Networks Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Intelligent Communications and Broadband Networks Laboratory, National Technical University of Athens, 9 Heroon Polytechneiou str, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.0937,"has_fulltext":true,"cited_by_count":75,"citation_normalized_percentile":{"value":0.97209177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"83507","last_page":"83528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998000264167786,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9983000159263611,"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":0.8444291949272156},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6634111404418945},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6573565006256104},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.5822556018829346},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5642842054367065},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5296264290809631},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4978492259979248},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4628009498119354},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4400539994239807},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4377519190311432},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4369547367095947},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.41010066866874695},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3951200544834137},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32052651047706604},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13738015294075012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8444291949272156},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6634111404418945},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6573565006256104},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.5822556018829346},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5642842054367065},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5296264290809631},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4978492259979248},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4628009498119354},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4400539994239807},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4377519190311432},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4369547367095947},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.41010066866874695},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3951200544834137},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32052651047706604},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13738015294075012},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3196657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3196657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09851417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:db313be6a851486581073a19366ab587","is_oa":true,"landing_page_url":"https://doaj.org/article/db313be6a851486581073a19366ab587","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 83507-83528 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3196657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3196657","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09851417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289913043.pdf","grobid_xml":"https://content.openalex.org/works/W4289913043.grobid-xml"},"referenced_works_count":118,"referenced_works":["https://openalex.org/W1984114931","https://openalex.org/W1985562256","https://openalex.org/W1991489047","https://openalex.org/W1999318832","https://openalex.org/W2014410019","https://openalex.org/W2046979221","https://openalex.org/W2052190282","https://openalex.org/W2055602364","https://openalex.org/W2128145324","https://openalex.org/W2136132422","https://openalex.org/W2144545879","https://openalex.org/W2147584524","https://openalex.org/W2155456334","https://openalex.org/W2161548576","https://openalex.org/W2170475648","https://openalex.org/W2343710647","https://openalex.org/W2466314049","https://openalex.org/W2510086392","https://openalex.org/W2562947506","https://openalex.org/W2565589313","https://openalex.org/W2580787790","https://openalex.org/W2586416742","https://openalex.org/W2602923095","https://openalex.org/W2603810864","https://openalex.org/W2605344455","https://openalex.org/W2611396164","https://openalex.org/W2611484353","https://openalex.org/W2737728948","https://openalex.org/W2742080559","https://openalex.org/W2742173809","https://openalex.org/W2742537553","https://openalex.org/W2768504797","https://openalex.org/W2783156804","https://openalex.org/W2784073849","https://openalex.org/W2788671143","https://openalex.org/W2789347937","https://openalex.org/W2793608468","https://openalex.org/W2801164385","https://openalex.org/W2803013317","https://openalex.org/W2807456789","https://openalex.org/W2888976354","https://openalex.org/W2891171329","https://openalex.org/W2894866963","https://openalex.org/W2901008672","https://openalex.org/W2903500163","https://openalex.org/W2907486462","https://openalex.org/W2910603649","https://openalex.org/W2934991448","https://openalex.org/W2943928690","https://openalex.org/W2947073418","https://openalex.org/W2959683021","https://openalex.org/W2962785465","https://openalex.org/W2962792006","https://openalex.org/W2962883549","https://openalex.org/W2963477046","https://openalex.org/W2973449430","https://openalex.org/W2977195919","https://openalex.org/W2981138228","https://openalex.org/W2999561085","https://openalex.org/W3005761304","https://openalex.org/W3008192090","https://openalex.org/W3010109240","https://openalex.org/W3013458912","https://openalex.org/W3016325548","https://openalex.org/W3018279943","https://openalex.org/W3019925929","https://openalex.org/W3024731121","https://openalex.org/W3034606981","https://openalex.org/W3037569421","https://openalex.org/W3043442369","https://openalex.org/W3048846806","https://openalex.org/W3081236767","https://openalex.org/W3083614422","https://openalex.org/W3093878734","https://openalex.org/W3122696093","https://openalex.org/W3123168988","https://openalex.org/W3123459983","https://openalex.org/W3123582921","https://openalex.org/W3123895149","https://openalex.org/W3124321203","https://openalex.org/W3127355490","https://openalex.org/W3128784013","https://openalex.org/W3129167480","https://openalex.org/W3132544971","https://openalex.org/W3136454200","https://openalex.org/W3154299774","https://openalex.org/W3155295792","https://openalex.org/W3157602331","https://openalex.org/W3161895447","https://openalex.org/W3162620739","https://openalex.org/W3166447738","https://openalex.org/W3171838321","https://openalex.org/W3176114306","https://openalex.org/W3176546244","https://openalex.org/W3183558277","https://openalex.org/W3183765950","https://openalex.org/W3192042028","https://openalex.org/W3194143722","https://openalex.org/W3196774896","https://openalex.org/W3198104660","https://openalex.org/W3201782498","https://openalex.org/W3209823909","https://openalex.org/W3214889337","https://openalex.org/W3216358528","https://openalex.org/W4205450631","https://openalex.org/W4206131479","https://openalex.org/W4206732539","https://openalex.org/W4210482483","https://openalex.org/W4211055935","https://openalex.org/W4211099522","https://openalex.org/W4214862852","https://openalex.org/W6682710050","https://openalex.org/W6759127422","https://openalex.org/W6781193508","https://openalex.org/W6782618682","https://openalex.org/W6789027744","https://openalex.org/W6790527200","https://openalex.org/W6959886353"],"related_works":["https://openalex.org/W2029232111","https://openalex.org/W2136393527","https://openalex.org/W2159422359","https://openalex.org/W2335680976","https://openalex.org/W2294196761","https://openalex.org/W2141929741","https://openalex.org/W2252345849","https://openalex.org/W1977910417","https://openalex.org/W2040166533","https://openalex.org/W2104478802"],"abstract_inverted_index":{"In":[0,70,101],"this":[1,71],"survey,":[2],"a":[3,80,104,167,171],"comprehensive":[4],"study":[5],"is":[6],"provided,":[7],"regarding":[8],"the":[9,41,60,64,97,128,137,163,175],"use":[10,42],"of":[11,37,43,63,87,107,114,141],"machine":[12],"learning":[13,115],"(ML)":[14],"algorithms":[15,143],"for":[16,90,131,153,192],"effective":[17],"resource":[18,66],"management":[19,67],"in":[20,35,112,144,178,190,199],"fifth-generation":[21],"and":[22,40,55,74,117,139,148,185,194],"beyond":[23],"(5G/B5G)":[24],"wireless":[25],"cellular":[26],"networks.":[27],"The":[28],"ever-increasing":[29],"user":[30],"requirements,":[31],"their":[32],"diverse":[33],"nature":[34,62],"terms":[36,113],"performance":[38],"metrics":[39,177],"various":[44,132],"novel":[45],"technologies,":[46],"such":[47],"as":[48,120,122,156,166,170],"millimeter":[49],"wave":[50],"transmission,":[51],"massive":[52],"multiple-input-multiple-output":[53],"configurations":[54],"non-orthogonal":[56],"multiple":[57],"access,":[58],"render":[59],"multi-constraint":[61],"radio":[65],"(RRM)":[68],"problem.":[69],"context,":[72],"ML":[73,151],"mobile":[75],"edge":[76],"computing":[77],"(MEC)":[78],"constitute":[79],"promising":[81],"framework":[82],"to":[83,126],"provide":[84],"improved":[85],"quality":[86],"service":[88],"(QoS)":[89],"end":[91],"users,":[92],"since":[93],"they":[94],"can":[95],"relax":[96],"RMM-associated":[98],"computational":[99],"burden.":[100],"our":[102],"work,":[103],"state-of-the-art":[105],"analysis":[106],"ML-based":[108,142],"RRM":[109,133,159,191],"algorithms,":[110],"categorized":[111],"type":[116],"potential":[118],"applications":[119],"well":[121],"MEC":[123],"implementations,is":[124],"presented,":[125],"define":[127],"best-performing":[129],"solutions":[130],"sub-problems.":[134],"To":[135],"demonstrate":[136],"capabilities":[138],"efficiency":[140],"RRM,":[145],"we":[146],"apply":[147],"compare":[149],"different":[150],"approaches":[152,189],"throughput":[154],"prediction,":[155],"an":[157],"indicative":[158],"task.":[160],"We":[161],"investigate":[162],"problem,":[164],"either":[165],"classification":[168],"or":[169],"regression":[172],"one,":[173],"using":[174],"corresponding":[176],"each":[179],"occasion.":[180],"Finally,":[181],"open":[182],"issues,":[183],"challenges":[184],"limitations":[186],"concerning":[187],"AI/ML":[188],"5G":[193],"B5G":[195],"networks,":[196],"are":[197],"discussed":[198],"detail.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}