{"id":"https://openalex.org/W3013342106","doi":"https://doi.org/10.1140/epjds/s13688-019-0214-8","title":"Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks","display_name":"Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks","publication_year":2020,"publication_date":"2020-01-30","ids":{"openalex":"https://openalex.org/W3013342106","doi":"https://doi.org/10.1140/epjds/s13688-019-0214-8","mag":"3013342106"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-019-0214-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0214-8","pdf_url":null,"source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1140/epjds/s13688-019-0214-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060835507","display_name":"Doheum Park","orcid":"https://orcid.org/0000-0002-6778-2882"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doheum Park","raw_affiliation_strings":["Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056437111","display_name":"Juhan Nam","orcid":"https://orcid.org/0000-0003-2664-2119"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhan Nam","raw_affiliation_strings":["Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070147321","display_name":"Juyong Park","orcid":"https://orcid.org/0000-0003-4571-0017"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I2800011936","display_name":"Sainsbury Laboratory","ror":"https://ror.org/02tdtzx53","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2800011936"]}],"countries":["GB","KR"],"is_corresponding":true,"raw_author_name":"Juyong Park","raw_affiliation_strings":["Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea","Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Graduate School of Culture Technology, Korea Advanced Institute of Science & Technology, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I2800011936","https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070147321"],"corresponding_institution_ids":["https://openalex.org/I157485424","https://openalex.org/I241749","https://openalex.org/I2800011936"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":1.2486,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.77630042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9613000154495239,"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":0.9613000154495239,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9502000212669373,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.8694429993629456},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.7689125537872314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6687839031219482},{"id":"https://openalex.org/keywords/computational-creativity","display_name":"Computational creativity","score":0.5677376985549927},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5428876280784607},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4943082332611084},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.4935206174850464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4488702416419983},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42823269963264465},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4067586660385132},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.2681177854537964},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18433767557144165},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09827369451522827}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8694429993629456},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7689125537872314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6687839031219482},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.5677376985549927},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5428876280784607},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4943082332611084},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.4935206174850464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4488702416419983},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42823269963264465},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4067586660385132},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.2681177854537964},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18433767557144165},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09827369451522827},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1140/epjds/s13688-019-0214-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0214-8","pdf_url":null,"source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8808f62bcaea4f378469553e71261196","is_oa":true,"landing_page_url":"https://doaj.org/article/8808f62bcaea4f378469553e71261196","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 9, Iss 1, Pp 1-15 (2020)","raw_type":"article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/306416","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/306416","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/316868","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/316868","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.17863/cam.53496","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.53496","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.17863/cam.63981","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.63981","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-019-0214-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0214-8","pdf_url":null,"source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G3448989236","display_name":null,"funder_award_id":"NRF-2016S1A3A2925033","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3890992804","display_name":null,"funder_award_id":"NRF-2016S1A2A2911945","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4244126222","display_name":null,"funder_award_id":"NRF-2016","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5334778219","display_name":null,"funder_award_id":"and NRF-","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7591771016","display_name":null,"funder_award_id":"NRF-2016S1A2A2911945","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W7660345","https://openalex.org/W21668810","https://openalex.org/W29514522","https://openalex.org/W179875071","https://openalex.org/W196214544","https://openalex.org/W610251740","https://openalex.org/W633666888","https://openalex.org/W655498658","https://openalex.org/W1493542328","https://openalex.org/W1519521117","https://openalex.org/W1531806964","https://openalex.org/W1607198972","https://openalex.org/W1631041886","https://openalex.org/W1671906456","https://openalex.org/W1686884809","https://openalex.org/W1880262756","https://openalex.org/W1923230460","https://openalex.org/W1938755728","https://openalex.org/W1991350497","https://openalex.org/W2001082470","https://openalex.org/W2013307517","https://openalex.org/W2019581685","https://openalex.org/W2025572017","https://openalex.org/W2034270118","https://openalex.org/W2047432625","https://openalex.org/W2056720759","https://openalex.org/W2059763388","https://openalex.org/W2066752129","https://openalex.org/W2069779710","https://openalex.org/W2080450835","https://openalex.org/W2084976085","https://openalex.org/W2095119743","https://openalex.org/W2104419379","https://openalex.org/W2104580667","https://openalex.org/W2105594594","https://openalex.org/W2115387076","https://openalex.org/W2115497048","https://openalex.org/W2116261113","https://openalex.org/W2123316636","https://openalex.org/W2129192849","https://openalex.org/W2142699776","https://openalex.org/W2144343387","https://openalex.org/W2164075819","https://openalex.org/W2176838319","https://openalex.org/W2196635810","https://openalex.org/W2270432440","https://openalex.org/W2527926565","https://openalex.org/W2753533763","https://openalex.org/W2802393548","https://openalex.org/W2893023459","https://openalex.org/W2912796987","https://openalex.org/W2999905431","https://openalex.org/W3100069540","https://openalex.org/W3103076150","https://openalex.org/W3140968660","https://openalex.org/W3143596294","https://openalex.org/W3149875586","https://openalex.org/W4206489165","https://openalex.org/W4240953072","https://openalex.org/W4299828299","https://openalex.org/W6631918127"],"related_works":["https://openalex.org/W2966673271","https://openalex.org/W3164457069","https://openalex.org/W2147343653","https://openalex.org/W4312574423","https://openalex.org/W2052063636","https://openalex.org/W2153564274","https://openalex.org/W2153896715","https://openalex.org/W4386170829","https://openalex.org/W2219288026","https://openalex.org/W2188146043"],"abstract_inverted_index":{"Abstract":[0],"Recent":[1],"advances":[2],"in":[3,49,83],"the":[4,9,63,76,89,121,134,154],"quantitative,":[5],"computational":[6],"methodology":[7],"for":[8,22,41,61],"modeling":[10],"and":[11,26,43,65,104,165],"analysis":[12],"of":[13,67,78,80,97,101,109,116,133,136,153,156,163],"heterogeneous":[14],"large-scale":[15,94],"data":[16,95],"are":[17],"leading":[18],"to":[19,91],"new":[20,151],"opportunities":[21],"understanding":[23,152],"human":[24],"behaviors":[25],"faculties,":[27],"including":[28],"creativity":[29],"that":[30,120,141],"drives":[31],"creative":[32,50,68,139,157],"enterprises":[33,158],"such":[34],"as":[35,113,128],"science.":[36],"While":[37],"innovation":[38],"is":[39],"crucial":[40],"novel":[42],"influential":[44],"achievements,":[45],"quantifying":[46],"these":[47],"qualities":[48],"works":[51,69],"remains":[52],"a":[53,92,129,150],"challenge.":[54],"Here":[55],"we":[56,118],"present":[57],"an":[58],"information-theoretic":[59],"framework":[60],"computing":[62],"novelty":[64,164],"influence":[66],"based":[70,159],"on":[71,160],"their":[72,81],"generation":[73],"probabilities":[74],"reflecting":[75],"degree":[77],"uniqueness":[79],"elements":[82],"comparison":[84],"with":[85],"other":[86],"works.":[87],"Applying":[88],"formalism":[90],"high-quality,":[93],"set":[96],"classical":[98],"piano":[99],"compositions\u2013works":[100],"significant":[102],"scientific":[103],"intellectual":[105],"value\u2013spanning":[106],"several":[107],"centuries":[108],"musical":[110],"history,":[111],"represented":[112],"symbolic":[114],"progressions":[115],"chords,":[117],"find":[119],"enterprise\u2019s":[122],"developmental":[123],"history":[124],"can":[125,148],"be":[126],"characterised":[127],"dynamic":[130],"process":[131],"composed":[132],"emergence":[135],"dominant,":[137],"paradigmatic":[138],"styles":[140],"define":[142],"distinct":[143],"historical":[144],"periods.":[145],"These":[146],"findings":[147],"offer":[149],"evolution":[155],"principled":[161],"measures":[162],"influence.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}