{"id":"https://openalex.org/W7123347678","doi":"https://doi.org/10.1109/dsa66321.2025.00033","title":"Generative AI vs Human Creativity: Comparative Study on Artistic Processes, Aesthetic Depth, and Value Orientation","display_name":"Generative AI vs Human Creativity: Comparative Study on Artistic Processes, Aesthetic Depth, and Value Orientation","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W7123347678","doi":"https://doi.org/10.1109/dsa66321.2025.00033"},"language":null,"primary_location":{"id":"doi:10.1109/dsa66321.2025.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsa66321.2025.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 12th International Conference on Dependable Systems and Their Applications (DSA)","raw_type":"proceedings-article"},"type":"article","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/A5122846753","display_name":"Xiaofei Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I102882674","display_name":"Beijing Institute of Fashion Technology","ror":"https://ror.org/03hgxtg28","country_code":"CN","type":"education","lineage":["https://openalex.org/I102882674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofei Yue","raw_affiliation_strings":["School of Art and Design, Beijing Institute of Fashion Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"School of Art and Design, Beijing Institute of Fashion Technology,Beijing,China","institution_ids":["https://openalex.org/I102882674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056646136","display_name":"Zhongxi Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhongxi Lu","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108046740","display_name":"Yun Zhang","orcid":"https://orcid.org/0000-0001-9457-7801"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yun Zhang","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117073693","display_name":"Lin Zou","orcid":"https://orcid.org/0000-0001-5315-0959"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lin Zou","raw_affiliation_strings":["School of Computer Science and Informatics, De Montfort University,Leicester, Leicestershire,UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, De Montfort University,Leicester, Leicestershire,UK","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019477840","display_name":"H. Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongji Yang","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester,Leicester, Leicestershire,UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5122846753"],"corresponding_institution_ids":["https://openalex.org/I102882674"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72224524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.5401999950408936,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.5401999950408936,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.08250000327825546,"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/T14002","display_name":"Art, Technology, and Culture","score":0.04969999939203262,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7998999953269958},{"id":"https://openalex.org/keywords/imitation","display_name":"Imitation","score":0.7562000155448914},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6014000177383423},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5799999833106995},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.48080000281333923},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.42340001463890076}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7998999953269958},{"id":"https://openalex.org/C126388530","wikidata":"https://www.wikidata.org/wiki/Q1131737","display_name":"Imitation","level":2,"score":0.7562000155448914},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6014000177383423},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5799999833106995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4977000057697296},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47189998626708984},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.42340001463890076},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.384799987077713},{"id":"https://openalex.org/C2991907460","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetic value","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3260999917984009},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3125999867916107},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30709999799728394},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.29600000381469727},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.2897999882698059},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.2565000057220459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsa66321.2025.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsa66321.2025.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 12th International Conference on Dependable Systems and Their Applications (DSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4414248466491699,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,45],"paper":[1],"compares":[2],"generative":[3],"AI":[4,11],"tools":[5],"and":[6,16,25,35,51],"human":[7],"artists":[8,30],"in":[9],"painting.":[10],"excels":[12],"at":[13],"compositional":[14],"stability":[15],"style":[17],"imitation":[18],"but":[19],"is":[20],"limited":[21],"by":[22],"prompt":[23],"dependence":[24],"lack":[26],"of":[27],"originality.":[28],"Human":[29],"rely":[31],"on":[32],"intuition,":[33],"culture,":[34],"iterative":[36],"creation":[37],"with":[38],"chance.":[39],"These":[40],"differences":[41],"confirm":[42],"their":[43,48],"complementarity.":[44],"study":[46],"clarifies":[47],"applicable":[49],"scenarios":[50],"outlines":[52],"collaborative":[53],"paths.":[54]},"counts_by_year":[],"updated_date":"2026-01-14T00:46:21.520733","created_date":"2026-01-14T00:00:00"}