{"id":"https://openalex.org/W4403277626","doi":"https://doi.org/10.1109/access.2024.3476933","title":"A Novel Scheme for Managing Multiple Context Transitions While Ensuring Consistency in Text-to-Image Generative Artificial Intelligence","display_name":"A Novel Scheme for Managing Multiple Context Transitions While Ensuring Consistency in Text-to-Image Generative Artificial Intelligence","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403277626","doi":"https://doi.org/10.1109/access.2024.3476933"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3476933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3476933","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3476933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052390689","display_name":"H. Kim","orcid":"https://orcid.org/0000-0001-6963-8502"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunjo Kim","raw_affiliation_strings":["School of Cybersecurity, Korea University, Seoul, South Korea","Korea University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6963-8502","affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109056554","display_name":"Jae-Ho Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I4210139352","display_name":"Hyundai Engineering (South Korea)","ror":"https://ror.org/04qgd6703","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210139352"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Ho Choi","raw_affiliation_strings":["MCCAAI Company Ltd., Seoul, South Korea","School of Cybersecurity, Korea University, Seoul, South Korea","MCCAAI co., Ltd, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0006-6664-7810","affiliations":[{"raw_affiliation_string":"MCCAAI Company Ltd., Seoul, South Korea","institution_ids":["https://openalex.org/I4210139352"]},{"raw_affiliation_string":"School of Cybersecurity, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"MCCAAI co., Ltd, Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030380431","display_name":"Jin\u2010Young Choi","orcid":"https://orcid.org/0000-0002-8100-7583"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I4210139352","display_name":"Hyundai Engineering (South Korea)","ror":"https://ror.org/04qgd6703","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210139352"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin-Young Choi","raw_affiliation_strings":["MCCAAI Company Ltd., Seoul, South Korea","School of Cybersecurity, Korea University, Seoul, South Korea","Korea University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8100-7583","affiliations":[{"raw_affiliation_string":"MCCAAI Company Ltd., Seoul, South Korea","institution_ids":["https://openalex.org/I4210139352"]},{"raw_affiliation_string":"School of Cybersecurity, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6662,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90207134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"150468","last_page":"150484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9120000004768372,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9120000004768372,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/computer-science","display_name":"Computer science","score":0.7459259629249573},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.7096737027168274},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6524187326431274},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6287680864334106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6189608573913574},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5699716210365295},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4613059163093567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12040716409683228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7459259629249573},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7096737027168274},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6524187326431274},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6287680864334106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6189608573913574},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5699716210365295},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4613059163093567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12040716409683228},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3476933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3476933","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7569e6591a574ff89651e3831d480ac5","is_oa":true,"landing_page_url":"https://doaj.org/article/7569e6591a574ff89651e3831d480ac5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"IEEE Access, Vol 12, Pp 150468-150484 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3476933","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3476933","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1964157370","https://openalex.org/W2128774237","https://openalex.org/W2250531756","https://openalex.org/W2776699178","https://openalex.org/W2927933146","https://openalex.org/W2963966654","https://openalex.org/W2964024144","https://openalex.org/W2977940954","https://openalex.org/W3036985664","https://openalex.org/W3121972911","https://openalex.org/W3180355996","https://openalex.org/W3199400376","https://openalex.org/W3217119495","https://openalex.org/W4234415428","https://openalex.org/W4283792550","https://openalex.org/W4312933868","https://openalex.org/W4321472415","https://openalex.org/W4386065752","https://openalex.org/W4389610328","https://openalex.org/W4392078326","https://openalex.org/W4394627652","https://openalex.org/W4402704640","https://openalex.org/W6682631176","https://openalex.org/W6683074461","https://openalex.org/W6693282862","https://openalex.org/W6713645886","https://openalex.org/W6762581443","https://openalex.org/W6767384525","https://openalex.org/W6790978476","https://openalex.org/W6791353385","https://openalex.org/W6809885388","https://openalex.org/W6810940779","https://openalex.org/W6838639034","https://openalex.org/W6839643428","https://openalex.org/W6846948161","https://openalex.org/W6849367332","https://openalex.org/W6850607732","https://openalex.org/W6852162230","https://openalex.org/W6860853174","https://openalex.org/W6861295083","https://openalex.org/W6863193106"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W1975289146","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W1603736412","https://openalex.org/W4383031710"],"abstract_inverted_index":{"Humans":[0],"possess":[1],"an":[2],"astonishing":[3],"ability":[4,20],"to":[5,12,112,121],"understand":[6],"stories":[7],"presented":[8,66],"in":[9,22,102,177],"text":[10,58],"and":[11,24,95,159,190],"create":[13],"related":[14],"images":[15,36,56,71],"through":[16,167],"imagination.":[17],"This":[18],"cognitive":[19],"aids":[21],"comprehension":[23],"enhances":[25],"overall":[26],"enjoyment.":[27],"Consequently,":[28],"developing":[29],"automated":[30],"systems":[31,53],"that":[32,89,171],"generate":[33],"visually":[34],"faithful":[35],"based":[37],"on":[38,69],"textual":[39],"descriptions":[40],"is":[41,108],"considered":[42],"a":[43,47,67,184],"meaningful":[44],"endeavor.":[45],"As":[46],"result,":[48],"many":[49],"artificial":[50],"intelligence":[51],"(AI)":[52],"for":[54,155],"generating":[55,70],"from":[57],"have":[59],"been":[60],"developed.":[61],"In":[62,84],"previous":[63],"research,":[64],"we":[65,87,169],"study":[68],"while":[72],"maintaining":[73],"the":[74,114,117,123,143,152,172],"context":[75,118,157,191],"of":[76,116,126,179,187],"input":[77,188],"sentences":[78,81,138,189],"when":[79,90],"multiple":[80],"are":[82],"input.":[83],"this":[85],"paper,":[86],"propose":[88],"dealing":[91],"with":[92],"more":[93],"structured":[94],"numerous":[96],"sentences,":[97],"such":[98],"as":[99],"those":[100],"found":[101],"novels,":[103],"essays,":[104],"or":[105],"papers,":[106],"it":[107],"essential":[109],"not":[110],"only":[111],"maintain":[113],"consistency":[115],"but":[119],"also":[120],"address":[122],"complex":[124],"challenge":[125],"transitioning":[127],"between":[128],"different":[129],"contexts,":[130],"which":[131,150],"cannot":[132],"be":[133],"resolved":[134],"by":[135],"merely":[136],"dividing":[137],"into":[139],"paragraphs.":[140],"We":[141],"introduce":[142],"Structured":[144],"Context":[145],"Retention":[146],"Methods":[147],"(SCRM)":[148],"scheme,":[149],"reflects":[151],"user\u2019s":[153],"intentions":[154],"both":[156],"retention":[158],"smooth":[160],"transitions":[161],"across":[162],"varying":[163],"narrative":[164],"elements.":[165],"Additionally,":[166],"experiments,":[168],"demonstrate":[170],"SCRM":[173],"technique":[174],"performs":[175],"well":[176],"terms":[178],"ROUGE":[180],"recall,":[181],"effectively":[182],"managing":[183],"large":[185],"number":[186],"transitions.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}