{"id":"https://openalex.org/W3202609877","doi":"https://doi.org/10.1109/aciiw52867.2021.9666317","title":"AffectGAN: Affect-Based Generative Art Driven by Semantics","display_name":"AffectGAN: Affect-Based Generative Art Driven by Semantics","publication_year":2021,"publication_date":"2021-09-28","ids":{"openalex":"https://openalex.org/W3202609877","doi":"https://doi.org/10.1109/aciiw52867.2021.9666317","mag":"3202609877"},"language":"en","primary_location":{"id":"doi:10.1109/aciiw52867.2021.9666317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw52867.2021.9666317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.14845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066135665","display_name":"Theodoros Galanos","orcid":null},"institutions":[{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]}],"countries":["MT"],"is_corresponding":true,"raw_author_name":"Theodoros Galanos","raw_affiliation_strings":["University of Malta,Institute of Digital Games,Msida,Malta","Univ. of Malta#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Malta,Institute of Digital Games,Msida,Malta","institution_ids":["https://openalex.org/I197854408"]},{"raw_affiliation_string":"Univ. of Malta#TAB#","institution_ids":["https://openalex.org/I197854408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012075090","display_name":"Antonios Liapis","orcid":"https://orcid.org/0000-0001-5554-1961"},"institutions":[{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Antonios Liapis","raw_affiliation_strings":["University of Malta,Institute of Digital Games,Msida,Malta","Univ. of Malta#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Malta,Institute of Digital Games,Msida,Malta","institution_ids":["https://openalex.org/I197854408"]},{"raw_affiliation_string":"Univ. of Malta#TAB#","institution_ids":["https://openalex.org/I197854408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102978041","display_name":"Georgios N. Yannakakis","orcid":"https://orcid.org/0000-0003-2728-4026"},"institutions":[{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]}],"countries":["MT"],"is_corresponding":false,"raw_author_name":"Georgios N. Yannakakis","raw_affiliation_strings":["University of Malta,Institute of Digital Games,Msida,Malta","Univ. of Malta#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Malta,Institute of Digital Games,Msida,Malta","institution_ids":["https://openalex.org/I197854408"]},{"raw_affiliation_string":"Univ. of Malta#TAB#","institution_ids":["https://openalex.org/I197854408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066135665"],"corresponding_institution_ids":["https://openalex.org/I197854408"],"apc_list":null,"apc_paid":null,"fwci":0.3875,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61466269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"07"},"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":0.9932000041007996,"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":0.9932000041007996,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9889000058174133,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9627000093460083,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7904342412948608},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7350984215736389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6957502365112305},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6200039386749268},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5417199730873108},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.5373244881629944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5368427038192749},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42665261030197144},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3289850652217865},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23288947343826294},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.1126970648765564},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07441282272338867}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7904342412948608},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7350984215736389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6957502365112305},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6200039386749268},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5417199730873108},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.5373244881629944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5368427038192749},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42665261030197144},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3289850652217865},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23288947343826294},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.1126970648765564},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07441282272338867},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/aciiw52867.2021.9666317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw52867.2021.9666317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2109.14845","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.14845","pdf_url":"https://arxiv.org/pdf/2109.14845","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:zenodo.org:6354492","is_oa":true,"landing_page_url":"https://zenodo.org/record/6354492","pdf_url":"https://zenodo.org/record/6354492","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"mag:3202609877","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2109.14845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2109.14845","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2109.14845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.14845","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.14845","pdf_url":"https://arxiv.org/pdf/2109.14845","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W585365092","https://openalex.org/W641467268","https://openalex.org/W1792506368","https://openalex.org/W2117645142","https://openalex.org/W2162441958","https://openalex.org/W2170238612","https://openalex.org/W2405756170","https://openalex.org/W2510733224","https://openalex.org/W2540720794","https://openalex.org/W2565841696","https://openalex.org/W2575151422","https://openalex.org/W2793973891","https://openalex.org/W2796140931","https://openalex.org/W2805935678","https://openalex.org/W2897177022","https://openalex.org/W2962786008","https://openalex.org/W2963143316","https://openalex.org/W2963966654","https://openalex.org/W2964024144","https://openalex.org/W2965289598","https://openalex.org/W2996235414","https://openalex.org/W3034978746","https://openalex.org/W3035524453","https://openalex.org/W3094502228","https://openalex.org/W3124944919","https://openalex.org/W3125485760","https://openalex.org/W3133328577","https://openalex.org/W3135367836","https://openalex.org/W3139488800","https://openalex.org/W3159875059","https://openalex.org/W3180355996","https://openalex.org/W6617233995","https://openalex.org/W6713645886","https://openalex.org/W6731326049","https://openalex.org/W6732310218","https://openalex.org/W6751863160","https://openalex.org/W6774314701"],"related_works":["https://openalex.org/W3173683732","https://openalex.org/W2950028154","https://openalex.org/W3180984261","https://openalex.org/W2525606289","https://openalex.org/W3098902347","https://openalex.org/W2571740133","https://openalex.org/W3111939271","https://openalex.org/W3128562462","https://openalex.org/W3022202212","https://openalex.org/W2949255527","https://openalex.org/W3155645905","https://openalex.org/W3112315235","https://openalex.org/W3082961718","https://openalex.org/W2185607500","https://openalex.org/W3168646264","https://openalex.org/W3176899168","https://openalex.org/W2075718943","https://openalex.org/W3161446961","https://openalex.org/W3048664667","https://openalex.org/W3204451724"],"abstract_inverted_index":{"This":[0,109],"paper":[1],"introduces":[2],"a":[3,100,114],"novel":[4],"method":[5],"for":[6,20,92,102],"generating":[7],"artistic":[8],"images":[9,48,65],"that":[10,91],"express":[11],"particular":[12,78],"affective":[13,58,119],"states.":[14],"Leveraging":[15],"state-of-the-art":[16],"deep":[17],"learning":[18],"methods":[19],"visual":[21,37],"generation":[22,104],"(through":[23],"generative":[24,125],"adversarial":[25],"networks),":[26],"semantic":[27,54],"models":[28],"from":[29],"OpenAI,":[30],"and":[31,56,87],"the":[32,36,77,95,106,132],"annotated":[33,70],"dataset":[34,62],"of":[35,63,76,131],"art":[38],"encyclopedia":[39],"WikiArt,":[40],"our":[41],"AffectGAN":[42,68],"model":[43],"is":[44,69],"able":[45],"to":[46,138],"generate":[47],"based":[49],"on":[50],"specific":[51],"or":[52],"broad":[53],"prompts":[55],"intended":[57,96],"outcomes.":[59],"A":[60],"small":[61],"32":[64],"generated":[66],"by":[67,71],"50":[72],"participants":[73],"in":[74,129],"terms":[75,130],"emotion":[79,97],"they":[80,134],"elicit,":[81],"as":[82,84,99],"well":[83],"their":[85,136],"quality":[86],"novelty.":[88],"Results":[89],"show":[90],"most":[93],"instances":[94],"used":[98],"prompt":[101],"image":[103],"matches":[105],"participants'":[107],"responses.":[108],"small-scale":[110],"study":[111],"brings":[112],"forth":[113],"new":[115],"vision":[116],"towards":[117],"blending":[118],"computing":[120],"with":[121,127],"computational":[122],"creativity,":[123],"enabling":[124],"systems":[126],"intentionality":[128],"emotions":[133],"wish":[135],"output":[137],"elicit.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}