{"id":"https://openalex.org/W7216890535","doi":null,"title":"Optimizing Performance and Security in Information Systems by Adopting Artificial Intelligence and Data Analysis","display_name":"Optimizing Performance and Security in Information Systems by Adopting Artificial Intelligence and Data Analysis","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W7216890535"},"language":"en","primary_location":{"id":"pmh:oai:www.ijisae.org:article/6979","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6979","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6979/5893","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijisae.org/index.php/IJISAE/article/download/6979/5893","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5156229737","display_name":"Jonathan Gabriel Crespo Moran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jonathan Gabriel Crespo Moran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5156229737"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.249099999666214,"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":0.249099999666214,"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/T13983","display_name":"Cybersecurity and Information Systems","score":0.2045000046491623,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.12710000574588776,"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/artificial-intelligence","display_name":"artificial intelligence","score":0.8640000224113464},{"id":"https://openalex.org/keywords/data-analysis","display_name":"data analysis","score":0.7540000081062317},{"id":"https://openalex.org/keywords/wireless-communication","display_name":"wireless communication","score":0.8140000104904175},{"id":"https://openalex.org/keywords/information-security","display_name":"information security","score":0.6840000152587891},{"id":"https://openalex.org/keywords/network-performance-optimization","display_name":"network performance optimization","score":0.7329999804496765},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7839999794960022},{"id":"https://openalex.org/keywords/intrusion-detection","display_name":"intrusion detection","score":0.9419999718666077},{"id":"https://openalex.org/keywords/resource-utilization","display_name":"resource utilization","score":0.47999998927116394},{"id":"https://openalex.org/keywords/network-orchestration","display_name":"network orchestration","score":0.5879999995231628},{"id":"https://openalex.org/keywords/real-time-communication","display_name":"real-time communication","score":0.5}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8424000144004822},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5925999879837036},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.545199990272522},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5425000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39419999718666077},{"id":"https://openalex.org/C151423352","wikidata":"https://www.wikidata.org/wiki/Q5154228","display_name":"Communications security","level":3,"score":0.3578000068664551},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28839999437332153},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2777999937534332},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:www.ijisae.org:article/6979","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6979","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6979/5893","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:www.ijisae.org:article/6979","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6979","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6979/5893","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.651199996471405,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7216890535.pdf","grobid_xml":"https://content.openalex.org/works/W7216890535.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W2065424480","https://openalex.org/W2552014313","https://openalex.org/W2584943905","https://openalex.org/W2589785008","https://openalex.org/W2616867685","https://openalex.org/W2791279818","https://openalex.org/W2803370496","https://openalex.org/W2805166665","https://openalex.org/W2886374543","https://openalex.org/W2887286578","https://openalex.org/W2897776801","https://openalex.org/W2905258433","https://openalex.org/W2912931692","https://openalex.org/W2919730180","https://openalex.org/W2921888538","https://openalex.org/W2937969790","https://openalex.org/W2940679532","https://openalex.org/W2963020121","https://openalex.org/W2963145597","https://openalex.org/W2963190722","https://openalex.org/W2963889719","https://openalex.org/W2967831706","https://openalex.org/W2967981090","https://openalex.org/W2970361397","https://openalex.org/W2970898848","https://openalex.org/W2998516726","https://openalex.org/W3003686880","https://openalex.org/W3008026851","https://openalex.org/W3013037818","https://openalex.org/W3015636663","https://openalex.org/W3030163527","https://openalex.org/W3033403733","https://openalex.org/W3044251643","https://openalex.org/W3047067813","https://openalex.org/W3090615085","https://openalex.org/W3093155963","https://openalex.org/W3107377953","https://openalex.org/W3127256598","https://openalex.org/W3135939397","https://openalex.org/W3195577433","https://openalex.org/W3198484931","https://openalex.org/W3206897259","https://openalex.org/W4253178971","https://openalex.org/W4280523315","https://openalex.org/W4282966553","https://openalex.org/W4283218921","https://openalex.org/W4289175723","https://openalex.org/W4289687823","https://openalex.org/W4293059627","https://openalex.org/W4360620450","https://openalex.org/W4360980513","https://openalex.org/W4361298663","https://openalex.org/W4385302156","https://openalex.org/W4390841724","https://openalex.org/W4390913672","https://openalex.org/W4390939356","https://openalex.org/W4391319559","https://openalex.org/W4391883006","https://openalex.org/W4392301297","https://openalex.org/W4393007161","https://openalex.org/W4394564241","https://openalex.org/W4396941257","https://openalex.org/W4399106300"],"related_works":["https://openalex.org/W4386361592","https://openalex.org/W4415398287","https://openalex.org/W3144212267","https://openalex.org/W7120045107","https://openalex.org/W3007115441","https://openalex.org/W7115698002","https://openalex.org/W7165662110","https://openalex.org/W7128961290","https://openalex.org/W4248877913","https://openalex.org/W7115595326"],"abstract_inverted_index":{"The":[0,114],"use":[1,40,172,181],"of":[2,19,29,36,56,78,82,95,103,109,165,173,190,193,199],"artificial":[3,57,119],"intelligence":[4,58],"(AI)":[5],"techniques":[6],"and":[7,17,39,59,66,84,111,134,152,182,188,206],"deep":[8],"learning":[9],"based":[10],"on":[11,100],"data":[12,60,133,200],"analysis":[13,61,189],"for":[14,147,203],"the":[15,26,34,54,75,92,101,107,163,171],"design":[16],"management":[18],"emerging":[20],"communication":[21,30,89,129,209],"networks":[22],"is":[23,48,156,176,201],"justified":[24],"by":[25,33,130,161,170],"increasing":[27],"complexity":[28],"systems,":[31,70],"conditioned":[32],"diversity":[35],"technologies,":[37],"services,":[38],"cases":[41],"with":[42,143],"different":[43],"technical":[44],"requirements.":[45],"This":[46],"study":[47],"a":[49,72,166],"documentary":[50],"review":[51],"that":[52,160],"describes":[53],"usefulness":[55],"to":[62,125,139,158,178,187],"improve":[63,126],"both":[64],"performance":[65,102],"security":[67,142],"in":[68,74,87],"information":[69,141],"presenting":[71],"trend":[73],"present":[76],"day":[77],"countless":[79],"scientific":[80],"contributions":[81],"AI":[83],"its":[85,144],"application":[86],"wireless":[88,104,128,167,208],"systems.":[90,210],"Traditionally,":[91],"classical":[93],"way":[94],"studying":[96],"improvement":[97],"has":[98,122],"focused":[99],"transceivers":[105],"under":[106],"paradigm":[108,115],"dividing":[110],"conquering":[112],"signals.":[113],"shift":[116],"comes":[117],"from":[118],"intelligence,":[120],"which":[121],"been":[123],"used":[124],"real-time":[127],"analyzing":[131],"previous":[132],"user":[135],"preferences.":[136],"In":[137],"addition":[138],"combining":[140],"overall":[145],"capabilities":[146],"risk":[148],"management,":[149],"virus":[150],"prevention,":[151],"intrusion":[153],"detection,":[154],"it":[155,175],"intended":[157],"establish":[159],"unlocking":[162],"potential":[164],"network":[168,194],"orchestrated":[169],"AI,":[174],"possible":[177],"maximize":[179],"resource":[180],"minimize":[183],"costs,":[184],"requiring":[185],"access":[186],"large":[191],"amounts":[192],"data.":[195],"Therefore,":[196],"continuous":[197],"updating":[198],"important":[202],"building":[204],"successful":[205],"efficient":[207]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}