{"id":"https://openalex.org/W4400879640","doi":"https://doi.org/10.4018/979-8-3693-0683-3.ch017","title":"Artificial Intelligence and Big Data Analytics Contemporary-Generation Wireless Network","display_name":"Artificial Intelligence and Big Data Analytics Contemporary-Generation Wireless Network","publication_year":2024,"publication_date":"2024-07-22","ids":{"openalex":"https://openalex.org/W4400879640","doi":"https://doi.org/10.4018/979-8-3693-0683-3.ch017"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3693-0683-3.ch017","doi":"https://doi.org/10.4018/979-8-3693-0683-3.ch017","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-0683-3.ch017","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4400881158","display_name":"Emerging Advancements in AI and Big Data Technologies in Business and Society"},"type":"book-chapter","is_traditional":true,"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/A5081215486","display_name":"Prasanna Ranjith Christodoss","orcid":"https://orcid.org/0000-0003-4778-7915","observed_orcids":["https://orcid.org/0000-0003-4778-7915"]},"institutions":[{"id":"https://openalex.org/I4405282644","display_name":"University of Technology and Applied Sciences - Shinas","ror":"https://ror.org/006p4qp02","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755","https://openalex.org/I4405282644"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Prasanna Ranjith Christodoss","raw_affiliation_strings":["University of Technology and Applied Sciences, Shinas, Oman"],"raw_orcid":"https://orcid.org/0000-0003-4778-7915","affiliations":[{"raw_affiliation_string":"University of Technology and Applied Sciences, Shinas, Oman","institution_ids":["https://openalex.org/I4405282644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104939818","display_name":"Thamarai Selvi Vaidhyanathan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45998257","display_name":"Sohar University","ror":"https://ror.org/02ftvf862","country_code":"OM","type":"education","lineage":["https://openalex.org/I45998257"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Thamarai Selvi Vaidhyanathan","raw_affiliation_strings":["Sohar University, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sohar University, Oman","institution_ids":["https://openalex.org/I45998257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076884281","display_name":"Pandian Vaidhyanathan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405282644","display_name":"University of Technology and Applied Sciences - Shinas","ror":"https://ror.org/006p4qp02","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755","https://openalex.org/I4405282644"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Vaidhyanathan Pandian","raw_affiliation_strings":["University of Technology and Applied Sciences, Shinas, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology and Applied Sciences, Shinas, Oman","institution_ids":["https://openalex.org/I4405282644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072425145","display_name":"M. Syed Khaja Mohideen","orcid":"https://orcid.org/0000-0003-4765-5103","observed_orcids":["https://orcid.org/0000-0003-4765-5103"]},"institutions":[{"id":"https://openalex.org/I4405257541","display_name":"University of Technology and Applied Sciences-Salalah","ror":"https://ror.org/05ck8hg96","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405257541","https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Syed Khaja Mohideen S.","raw_affiliation_strings":["University of Technology and Applied Sciences, Salalah, Oman"],"raw_orcid":"https://orcid.org/0000-0003-4765-5103","affiliations":[{"raw_affiliation_string":"University of Technology and Applied Sciences, Salalah, Oman","institution_ids":["https://openalex.org/I4405257541"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102981789","display_name":"T. Karthikeyan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405257541","display_name":"University of Technology and Applied Sciences-Salalah","ror":"https://ror.org/05ck8hg96","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405257541","https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Karthikeyan T.","raw_affiliation_strings":["University of Technology and Applied Sciences, Salalah, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology and Applied Sciences, Salalah, Oman","institution_ids":["https://openalex.org/I4405257541"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"309","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9312000274658203,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9312000274658203,"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":0.037300001829862595,"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/T13647","display_name":"AI and Big Data Applications","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/artificial-intelligence","display_name":"artificial intelligence","score":0.7400000095367432},{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":1.0},{"id":"https://openalex.org/keywords/next-generation-wireless-networks","display_name":"next-generation wireless networks","score":0.9959999918937683},{"id":"https://openalex.org/keywords/mobile-network-operators","display_name":"mobile operators","score":0.9800000190734863},{"id":"https://openalex.org/keywords/network-optimization","display_name":"network optimization","score":0.8920000195503235},{"id":"https://openalex.org/keywords/self-adaptive-networks","display_name":"self-adaptive networks","score":0.902999997138977},{"id":"https://openalex.org/keywords/statistical-network-analysis","display_name":"statistical network analysis","score":0.5320000052452087}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.708428680896759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5754044055938721},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5260498523712158},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4830797016620636},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4325804114341736},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.42332184314727783},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.363237202167511},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21653205156326294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1506725549697876}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3693-0683-3.ch017","doi":"https://doi.org/10.4018/979-8-3693-0683-3.ch017","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-0683-3.ch017","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2281611560","https://openalex.org/W2506058077","https://openalex.org/W2550975521","https://openalex.org/W2623357190","https://openalex.org/W2791279818","https://openalex.org/W2808452494","https://openalex.org/W2899822154","https://openalex.org/W2908724328","https://openalex.org/W2942078456","https://openalex.org/W2949069589","https://openalex.org/W2999562137","https://openalex.org/W3006471384","https://openalex.org/W3084694979","https://openalex.org/W3153683086","https://openalex.org/W4224288453","https://openalex.org/W7028947820"],"related_works":["https://openalex.org/W2770214292","https://openalex.org/W2791279818","https://openalex.org/W4226330056","https://openalex.org/W4388623935","https://openalex.org/W7115698002","https://openalex.org/W7131437680","https://openalex.org/W4393198079","https://openalex.org/W3203166624","https://openalex.org/W3007115441","https://openalex.org/W4386361592"],"abstract_inverted_index":{"Next-generation":[0],"wireless":[1,55,102],"technologies":[2,48],"are":[3,104],"becoming":[4],"more":[5],"complex":[6],"due":[7],"to":[8,30,76],"the":[9,32],"diverse":[10],"applications,":[11],"devices,":[12],"and":[13,28,34,44,83,91,98],"networks,":[14,77],"as":[15,17,79],"well":[16],"service":[18],"expectations.":[19],"Mobile":[20],"network":[21],"operators":[22],"(MNOs)":[23],"must":[24],"optimize":[25],"infrastructure,":[26],"power,":[27],"bandwidth":[29],"meet":[31],"performance":[33],"optimization":[35],"requirements":[36],"of":[37,69,93],"a":[38],"multifarious":[39],"network.":[40],"Current":[41],"networking":[42],"tactics":[43],"conventional":[45],"data":[46,96],"analysis":[47,63],"have":[49],"limited":[50],"capabilities.":[51],"A":[52],"data-driven":[53],"next-generation":[54],"communication":[56],"model":[57],"is":[58,86],"considered,":[59],"leveraging":[60],"advanced":[61],"statistical":[62],"for":[64],"MNOs'":[65],"networks.":[66],"The":[67,89],"role":[68],"artificial":[70],"intelligence":[71,75],"(AI)":[72],"in":[73],"providing":[74],"such":[78],"confidence,":[80],"self-adaptation,":[81],"proactivity,":[82],"predictive":[84],"behavior,":[85],"also":[87,105],"investigated.":[88],"benefits":[90],"drawbacks":[92],"integrating":[94],"big":[95],"analytics":[97],"AI":[99],"into":[100],"modern":[101],"networks":[103],"discussed.":[106]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2024-07-23T00:00:00"}