{"id":"https://openalex.org/W4394736732","doi":"https://doi.org/10.48550/arxiv.2404.06946","title":"A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks","display_name":"A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks","publication_year":2024,"publication_date":"2024-04-10","ids":{"openalex":"https://openalex.org/W4394736732","doi":"https://doi.org/10.48550/arxiv.2404.06946"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2404.06946","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.06946","pdf_url":"https://arxiv.org/pdf/2404.06946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.06946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019423716","display_name":"Athanasios Karapantelakis","orcid":"https://orcid.org/0000-0001-6899-4134","observed_orcids":["https://orcid.org/0000-0001-6899-4134"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karapantelakis, Athanasios","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005176879","display_name":"Alexandros Nikou","orcid":"https://orcid.org/0000-0002-8696-1536","observed_orcids":["https://orcid.org/0000-0002-8696-1536"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikou, Alexandros","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089220443","display_name":"Ajay Kattepur","orcid":"https://orcid.org/0000-0002-6540-1097","observed_orcids":["https://orcid.org/0000-0002-6540-1097"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kattepur, Ajay","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134958461","display_name":"Jean Martins","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martins, Jean","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033479686","display_name":"Leonid Mokrushin","orcid":"https://orcid.org/0009-0007-3438-2720","observed_orcids":["https://orcid.org/0009-0007-3438-2720"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mokrushin, Leonid","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085837241","display_name":"Swarup Kumar Mohalik","orcid":"https://orcid.org/0000-0002-6167-9892","observed_orcids":["https://orcid.org/0000-0002-6167-9892"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohalik, Swarup Kumar","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084452281","display_name":"Marin Orli\u0107","orcid":"https://orcid.org/0009-0008-8411-5935","observed_orcids":["https://orcid.org/0009-0008-8411-5935"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Orlic, Marin","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071477155","display_name":"Aneta Vulgarakis Feljan","orcid":"https://orcid.org/0009-0001-1950-7739","observed_orcids":["https://orcid.org/0009-0001-1950-7739"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feljan, Aneta Vulgarakis","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.44429999589920044,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.44429999589920044,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.3005000054836273,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.0681999996304512,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9879999756813049},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"critical thinking","score":0.9950000047683716},{"id":"https://openalex.org/keywords/cellular-networks","display_name":"cellular networks","score":0.9909999966621399},{"id":"https://openalex.org/keywords/telecommunications-networks","display_name":"telecommunications networks","score":0.7549999952316284},{"id":"https://openalex.org/keywords/network-decision-making","display_name":"network decision-making","score":0.5830000042915344},{"id":"https://openalex.org/keywords/reasoning-and-planning","display_name":"reasoning and planning","score":0.6600000262260437},{"id":"https://openalex.org/keywords/symbolic-ai","display_name":"symbolic AI","score":0.8190000057220459},{"id":"https://openalex.org/keywords/knowledge-curation","display_name":"knowledge curation","score":0.8140000104904175}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6960210800170898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38327357172966003},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.35249561071395874},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3393493890762329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2565061151981354}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2404.06946","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.06946","pdf_url":"https://arxiv.org/pdf/2404.06946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2404.06946","doi":"https://doi.org/10.48550/arxiv.2404.06946","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.06946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.06946","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.06946","pdf_url":"https://arxiv.org/pdf/2404.06946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4943999946117401}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394736732.pdf","grobid_xml":"https://content.openalex.org/works/W4394736732.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W4224912544","https://openalex.org/W4362515116","https://openalex.org/W4378509427","https://openalex.org/W4389764468","https://openalex.org/W4401023826","https://openalex.org/W7133209886","https://openalex.org/W7133237860"],"related_works":["https://openalex.org/W4385953328","https://openalex.org/W4400646540","https://openalex.org/W7076558395","https://openalex.org/W4416922232","https://openalex.org/W4404057274","https://openalex.org/W4399455116","https://openalex.org/W4409249316","https://openalex.org/W4403863507","https://openalex.org/W7128698583","https://openalex.org/W4412508723"],"abstract_inverted_index":{"In":[0],"the":[1,48,80,98,140,159,170],"near":[2],"future,":[3],"mobile":[4,180],"networks":[5],"are":[6],"expected":[7],"to":[8,14,33,113,134,165,169],"broaden":[9],"their":[10,73,124,152],"services":[11],"and":[12,20,37,59,90,150],"coverage":[13],"accommodate":[15],"a":[16,103,185],"larger":[17],"user":[18,22],"base":[19],"diverse":[21],"needs.":[23],"Thus,":[24],"they":[25],"will":[26,46],"increasingly":[27],"rely":[28],"on":[29,69],"artificial":[30],"intelligence":[31],"(AI)":[32],"manage":[34],"network":[35],"operation":[36],"control":[38],"costs,":[39],"undertaking":[40],"complex":[41],"decision-making":[42],"roles.":[43],"This":[44,131],"shift":[45],"necessitate":[47],"application":[49],"of":[50,83,87,94,105,120,143,161,173],"techniques":[51,63,178],"that":[52],"incorporate":[53],"critical":[54,66,127,147,176],"thinking":[55,67,128,148,177],"abilities,":[56],"including":[57],"reasoning":[58,95],"planning.":[60],"Symbolic":[61],"AI":[62,115],"already":[64],"facilitate":[65],"based":[68],"existing":[70],"knowledge.":[71,122],"Yet,":[72],"use":[74],"in":[75,107,155,179],"telecommunications":[76,111],"is":[77,102,164],"hindered":[78],"by":[79,138],"high":[81,91],"cost":[82],"mostly":[84],"manual":[85],"curation":[86],"this":[88,136,162],"knowledge":[89],"computational":[92],"complexity":[93],"tasks.":[96],"At":[97],"same":[99],"time,":[100],"there":[101],"spurt":[104],"innovations":[106],"industries":[108],"such":[109],"as":[110],"due":[112],"Generative":[114],"(GenAI)":[116],"technologies,":[117],"operating":[118],"independently":[119],"human-curated":[121],"However,":[123],"capacity":[125],"for":[126,175,187],"remains":[129],"uncertain.":[130],"paper":[132],"aims":[133],"address":[135],"gap":[137],"examining":[139],"current":[141],"status":[142],"GenAI":[144,174],"algorithms":[145],"with":[146],"capabilities":[149],"investigating":[151],"potential":[153,171],"applications":[154],"telecom":[156],"networks.":[157],"Specifically,":[158],"aim":[160],"study":[163],"offer":[166],"an":[167],"introduction":[168],"utilization":[172],"networks,":[181],"while":[182],"also":[183],"establishing":[184],"foundation":[186],"future":[188],"research.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-04-12T00:00:00"}