{"id":"https://openalex.org/W7134189841","doi":"https://doi.org/10.1109/bigdata66926.2025.11402279","title":"Emovectors: Assessing Emotional Content in Jazz Improvisations for Creativity Evaluation","display_name":"Emovectors: Assessing Emotional Content in Jazz Improvisations for Creativity Evaluation","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134189841","doi":"https://doi.org/10.1109/bigdata66926.2025.11402279"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kar.kent.ac.uk/112076/1/IEEE_Emovectors__AJ_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Anna Jordanous","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anna Jordanous","raw_affiliation_strings":["School of Computing, University of Kent,Canterbury,UK"],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94612444,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5003","last_page":"5006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11425","display_name":"Diverse Music Education Insights","score":0.41370001435279846,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11425","display_name":"Diverse Music Education Insights","score":0.41370001435279846,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.24699999392032623,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.06069999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.6269000172615051},{"id":"https://openalex.org/keywords/jazz","display_name":"Jazz","score":0.5913000106811523},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4860999882221222},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.3465999960899353},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.322299987077713},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.3116999864578247}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6269000172615051},{"id":"https://openalex.org/C2980749","wikidata":"https://www.wikidata.org/wiki/Q8341","display_name":"Jazz","level":2,"score":0.5913000106811523},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5806999802589417},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4860999882221222},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4009000062942505},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.322299987077713},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C52641369","wikidata":"https://www.wikidata.org/wiki/Q1426250","display_name":"Creativity technique","level":3,"score":0.2922999858856201},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C125468537","wikidata":"https://www.wikidata.org/wiki/Q214961","display_name":"Improvisation","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.26080000400543213},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:kar.kent.ac.uk:112076","is_oa":true,"landing_page_url":"https://doi.org/10.1109/BigData66926.2025.11402279>)","pdf_url":"https://kar.kent.ac.uk/112076/1/IEEE_Emovectors__AJ_.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:kar.kent.ac.uk:112076","is_oa":true,"landing_page_url":"https://doi.org/10.1109/BigData66926.2025.11402279>)","pdf_url":"https://kar.kent.ac.uk/112076/1/IEEE_Emovectors__AJ_.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5080531239509583}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7134189841.pdf","grobid_xml":"https://content.openalex.org/works/W7134189841.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W200100557","https://openalex.org/W1966797434","https://openalex.org/W2013038326","https://openalex.org/W2060720037","https://openalex.org/W2072206615","https://openalex.org/W2095561554","https://openalex.org/W2133824856","https://openalex.org/W2136129419","https://openalex.org/W2149628368","https://openalex.org/W2171960331","https://openalex.org/W2191779130","https://openalex.org/W2478620000","https://openalex.org/W2519157545","https://openalex.org/W2569781171","https://openalex.org/W2941185836","https://openalex.org/W4206908116","https://openalex.org/W4255458513"],"related_works":[],"abstract_inverted_index":{"Music":[0],"improvisation":[1,74],"is":[2,53,82,93],"fascinating":[3],"to":[4,85,117],"study,":[5],"being":[6],"essentially":[7],"a":[8,12,104],"live":[9],"demonstration":[10],"of":[11,31,50,78,107],"creative":[13],"process.":[14],"In":[15],"jazz,":[16],"musicians":[17],"often":[18],"improvise":[19],"across":[20,123],"predefined":[21],"chord":[22],"progressions":[23],"(leadsheets).":[24],"How":[25],"do":[26],"we":[27,36,64],"assess":[28],"the":[29,97,119],"creativity":[30,43,57,139],"jazz":[32],"improvisations?":[33],"And":[34],"can":[35,63,133,142],"capture":[37],"this":[38,130],"in":[39,58,100,129],"automated":[40],"metrics":[41,137],"for":[42,44,95,138],"current":[45],"LLM-based":[46],"generative":[47],"systems?":[48],"Demonstration":[49],"emotional":[51,66,98,127],"involvement":[52],"closely":[54],"linked":[55],"with":[56,111],"improvisation.":[59],"Analysing":[60],"musical":[61,101,108],"audio,":[62],"detect":[65],"involvement?":[67],"This":[68],"study":[69],"hypothesises":[70],"that":[71,141],"if":[72],"an":[73],"contains":[75],"more":[76,83],"evidence":[77],"emotion-laden":[79],"content,":[80],"it":[81],"likely":[84],"be":[86,143],"recognised":[87],"as":[88],"creative.":[89],"An":[90],"embeddings-based":[91],"method":[92],"proposed":[94],"capturing":[96],"content":[99,128],"improvisations,":[102],"using":[103],"psychologically-grounded":[105],"classification":[106],"characteristics":[109],"associated":[110],"emotions.":[112],"Resulting":[113],"\u2018emovectors\u2019":[114],"are":[115],"analysed":[116],"test":[118],"above":[120],"hypothesis,":[121],"comparing":[122],"multiple":[124],"improvisations.":[125],"Capturing":[126],"quantifiable":[131],"way":[132],"contribute":[134],"towards":[135],"new":[136],"evaluation":[140],"applied":[144],"at":[145],"scale.":[146]},"counts_by_year":[],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-12-11T00:00:00"}