{"id":"https://openalex.org/W4411021483","doi":"https://doi.org/10.4018/979-8-3373-1210-1.ch003","title":"Impact of Artificial Intelligence and Machine Learning Techniques in Database Management System Components","display_name":"Impact of Artificial Intelligence and Machine Learning Techniques in Database Management System Components","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411021483","doi":"https://doi.org/10.4018/979-8-3373-1210-1.ch003"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3373-1210-1.ch003","doi":"https://doi.org/10.4018/979-8-3373-1210-1.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-1210-1.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-0411","issn":["2327-0411","2327-042X"],"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/W4411022666","display_name":"Navigating the Intersection of AI Policy, Technology, and Governance"},"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/A5035256037","display_name":"J. Vijaya","orcid":"https://orcid.org/0000-0002-9948-8573","observed_orcids":["https://orcid.org/0000-0002-9948-8573"]},"institutions":[{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Vijaya","raw_affiliation_strings":["International Institute of Information Technology, Naya Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-9948-8573","affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Naya Raipur, India","institution_ids":["https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Suvankar Paul","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvankar Paul","raw_affiliation_strings":["International Institute of Information Technology, Naya Raipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Naya Raipur, India","institution_ids":["https://openalex.org/I4387155265"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rohan Sharma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohan Sharma","raw_affiliation_strings":["International Institute of Information Technology, Naya Raipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Naya Raipur, India","institution_ids":["https://openalex.org/I4387155265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387155265"],"apc_list":null,"apc_paid":null,"fwci":12.1603,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98582221,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.0003000000142492354,"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"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conflict-prediction","display_name":"conflict prediction","score":0.7889999747276306},{"id":"https://openalex.org/keywords/online-transaction-processing","display_name":"online transaction processing","score":0.824999988079071},{"id":"https://openalex.org/keywords/rocksdb","display_name":"RocksDB","score":0.7889999747276306},{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.8640000224113464},{"id":"https://openalex.org/keywords/data-preprocessing","display_name":"data preprocessing","score":0.8090000152587891},{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.5830000042915344},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9520000219345093},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.7099999785423279},{"id":"https://openalex.org/keywords/real-time-analytics","display_name":"real-time analytics","score":0.6060000061988831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5679990649223328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49955081939697266},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.455951988697052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3373-1210-1.ch003","doi":"https://doi.org/10.4018/979-8-3373-1210-1.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-1210-1.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-0411","issn":["2327-0411","2327-042X"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W115903057","https://openalex.org/W2129419388","https://openalex.org/W2525739395","https://openalex.org/W2612139288","https://openalex.org/W2613206411","https://openalex.org/W2614986686","https://openalex.org/W2939083868","https://openalex.org/W2944240329","https://openalex.org/W2990954032","https://openalex.org/W3011704886","https://openalex.org/W3011902164","https://openalex.org/W3025775630","https://openalex.org/W3042262807","https://openalex.org/W3149201378","https://openalex.org/W3197943238","https://openalex.org/W4200609508","https://openalex.org/W4283805878","https://openalex.org/W4289534033","https://openalex.org/W4312529059","https://openalex.org/W4313038227","https://openalex.org/W4320065540","https://openalex.org/W4360907436","https://openalex.org/W4366966643","https://openalex.org/W4391055215","https://openalex.org/W4391743034","https://openalex.org/W4392346363","https://openalex.org/W4393405336","https://openalex.org/W4393905867","https://openalex.org/W4395063740","https://openalex.org/W4396757501","https://openalex.org/W4402597883","https://openalex.org/W4402955070","https://openalex.org/W4407799610"],"related_works":["https://openalex.org/W4413809860","https://openalex.org/W4411483143","https://openalex.org/W7130647891","https://openalex.org/W4409183651","https://openalex.org/W4404828299","https://openalex.org/W6911123909","https://openalex.org/W7155197945","https://openalex.org/W7165834411","https://openalex.org/W3143106458","https://openalex.org/W4417338717"],"abstract_inverted_index":{"The":[0],"integration":[1,71],"of":[2,28,77],"artificial":[3],"intelligence":[4],"(AI)":[5],"and":[6,21,53,80,89,98,107,129],"machine":[7],"learning":[8,49],"(ML)":[9],"in":[10,30,42,121],"database":[11],"management":[12],"systems":[13,59],"(DBMS)":[14],"is":[15,19],"revolutionizing":[16],"how":[17],"data":[18,65,104],"managed":[20],"analyzed.":[22],"This":[23,112],"review":[24],"highlights":[25],"the":[26,115],"role":[27],"AI/ML":[29],"enhancing":[31],"DBMS":[32,122],"functions":[33],"such":[34,84,102],"as":[35,85,103],"intelligent":[36,130],"transaction":[37],"scheduling":[38],"(e.g.,":[39,47,57],"conflict":[40],"prediction":[41],"OLTP),":[43],"adaptive":[44],"query":[45,86],"optimization":[46],"reinforcement":[48],"for":[50,117],"plan":[51],"selection),":[52],"automated":[54],"configuration":[55],"tuning":[56],"workload-aware":[58],"like":[60],"RocksDB).":[61],"Key":[62],"components":[63],"include":[64],"preprocessing":[66],"(feature":[67],"extraction,":[68],"normalization),":[69],"architectural":[70],"(embedding":[72],"ML":[73],"into":[74],"optimizers,":[75],"use":[76],"federated":[78],"learning),":[79],"evaluation":[81],"using":[82],"metrics":[83],"latency,":[87],"throughput,":[88],"model":[90],"accuracy.":[91],"While":[92],"these":[93],"innovations":[94],"offer":[95],"greater":[96],"efficiency":[97],"scalability,":[99],"ethical":[100],"considerations":[101],"privacy,":[105],"bias,":[106],"system":[108],"transparency":[109],"are":[110],"crucial.":[111],"paper":[113],"emphasizes":[114],"need":[116],"responsible":[118],"AI":[119],"adoption":[120],"to":[123],"support":[124],"real-time":[125],"analytics,":[126],"operational":[127],"efficiency,":[128],"data-driven":[131],"applications.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}