{"id":"https://openalex.org/W4407142762","doi":"https://doi.org/10.5120/ijca2025924392","title":"Generative AI: Transforming the Landscape of Creativity and Automation","display_name":"Generative AI: Transforming the Landscape of Creativity and Automation","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4407142762","doi":"https://doi.org/10.5120/ijca2025924392"},"language":"en","primary_location":{"id":"doi:10.5120/ijca2025924392","doi":"https://doi.org/10.5120/ijca2025924392","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijca2025924392","pdf_url":"https://doi.org/10.5120/ijca2025924392","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.5120/ijca2025924392","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106713564","display_name":"Gokul Pandy","orcid":"https://orcid.org/0009-0001-5012-7857","observed_orcids":["https://orcid.org/0009-0001-5012-7857"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gokul Pandy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029020706","display_name":"Vigneshwaran Jagadeesan Pugazhenthi","orcid":"https://orcid.org/0009-0007-4306-4070","observed_orcids":["https://orcid.org/0009-0007-4306-4070"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vigneshwaran Jagadeesan Pugazhenthi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5031062521","display_name":"Aravindhan Murugan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aravindhan Murugan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5493,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.95780929,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"186","issue":"63","first_page":"7","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8026999831199646,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8026999831199646,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.1843000054359436,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9779999852180481},{"id":"https://openalex.org/keywords/creativity","display_name":"creativity","score":0.5720000267028809},{"id":"https://openalex.org/keywords/automation","display_name":"automation","score":0.8840000033378601},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9729999899864197},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.8980000019073486},{"id":"https://openalex.org/keywords/diffusion-models","display_name":"diffusion models","score":0.9990000128746033},{"id":"https://openalex.org/keywords/content-creation","display_name":"content creation","score":0.5410000085830688},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"drug discovery","score":0.7519999742507935},{"id":"https://openalex.org/keywords/personalized-education","display_name":"personalized education","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ethical-issues","display_name":"ethical considerations","score":0.6000000238418579},{"id":"https://openalex.org/keywords/bias","display_name":"bias","score":0.7910000085830688},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":1.0},{"id":"https://openalex.org/keywords/intellectual-property","display_name":"intellectual property","score":1.0}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8557215929031372},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7162612676620483},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.690221905708313},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5921558141708374},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4491370916366577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43496257066726685},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3489607572555542},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33947980403900146},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06326496601104736},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5120/ijca2025924392","doi":"https://doi.org/10.5120/ijca2025924392","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijca2025924392","pdf_url":"https://doi.org/10.5120/ijca2025924392","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5120/ijca2025924392","doi":"https://doi.org/10.5120/ijca2025924392","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijca2025924392","pdf_url":"https://doi.org/10.5120/ijca2025924392","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407142762.pdf","grobid_xml":"https://content.openalex.org/works/W4407142762.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2139507862","https://openalex.org/W2149383792","https://openalex.org/W3202651450","https://openalex.org/W4310170005","https://openalex.org/W4353034022","https://openalex.org/W4389057644","https://openalex.org/W4395448001","https://openalex.org/W4401863818","https://openalex.org/W4403238906","https://openalex.org/W4403784119","https://openalex.org/W4404814938","https://openalex.org/W4406047346","https://openalex.org/W6892994063"],"related_works":["https://openalex.org/W7165383722","https://openalex.org/W7220011531","https://openalex.org/W7162021783","https://openalex.org/W7165409190","https://openalex.org/W4396875170","https://openalex.org/W7163513415","https://openalex.org/W7165375527","https://openalex.org/W7034672520","https://openalex.org/W7169532586","https://openalex.org/W7153876743"],"abstract_inverted_index":{"Generative":[0,57],"AI":[1,26,34,67,87,158],"represents":[2],"a":[3,153],"transformative":[4,161],"paradigm":[5],"in":[6,95],"artificial":[7],"intelligence,":[8],"enabling":[9],"machines":[10],"to":[11,29,91,151],"autonomously":[12],"create":[13],"text,":[14],"images,":[15],"music,":[16],"and":[17,62,76,83,100,111,118,137,141,146,159],"other":[18],"forms":[19],"of":[20,40,65,128,156],"content":[21],"with":[22],"remarkable":[23],"fidelity.Unlike":[24],"traditional":[25],"systems":[27,35],"designed":[28],"analyze":[30],"or":[31],"predict,":[32],"generative":[33,66,86,129,157],"focus":[36],"on":[37],"the":[38,89,125,138,164],"synthesis":[39],"novel":[41],"data":[42],"that":[43],"mimics":[44],"human":[45],"creativity.This":[46],"technology":[47],"is":[48,80],"powered":[49],"by":[50],"advanced":[51],"deep":[52],"learning":[53],"architectures":[54],"such":[55,114],"as":[56,115],"Adversarial":[58],"Networks":[59],"(GANs),":[60],"transformers,":[61],"diffusion":[63],"models.Applications":[64],"extend":[68],"across":[69],"numerous":[70],"industries,":[71],"including":[72],"entertainment,":[73],"healthcare,":[74],"education,":[75],"finance,":[77],"where":[78],"it":[79,106],"redefining":[81],"workflows":[82],"enhancing":[84],"productivity.Furthermore,":[85],"has":[88],"potential":[90,162],"address":[92],"complex":[93],"challenges":[94],"fields":[96],"like":[97],"drug":[98],"discovery":[99],"personalized":[101],"education.However,":[102],"alongside":[103],"its":[104,131,134,160],"promises,":[105],"also":[107],"raises":[108],"significant":[109],"ethical":[110,140],"societal":[112],"concerns,":[113],"bias,":[116],"misinformation,":[117],"intellectual":[119],"property":[120],"disputes.This":[121],"manuscript":[122],"delves":[123],"into":[124],"foundational":[126],"principles":[127],"AI,":[130],"leading":[132],"models,":[133],"profound":[135],"applications,":[136],"associated":[139],"technical":[142],"challenges.Through":[143],"detailed":[144],"diagrams":[145],"tables,":[147],"this":[148],"work":[149],"aims":[150],"provide":[152],"comprehensive":[154],"overview":[155],"for":[163],"future.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-02-05T00:00:00"}
