{"id":"https://openalex.org/W1984064332","doi":"https://doi.org/10.1145/2814228.2814243","title":"Musiplectics: computational assessment of the complexity of music scores","display_name":"Musiplectics: computational assessment of the complexity of music scores","publication_year":2015,"publication_date":"2015-10-21","ids":{"openalex":"https://openalex.org/W1984064332","doi":"https://doi.org/10.1145/2814228.2814243","mag":"1984064332"},"language":"en","primary_location":{"id":"doi:10.1145/2814228.2814243","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2814228.2814243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 ACM International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software (Onward!)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vtechworks.lib.vt.edu/bitstreams/3666a61f-c58e-47e1-9ad5-366046596a43/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014871670","display_name":"Ethan Holder","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ethan Holder","raw_affiliation_strings":["Virginia Tech, USA","Virginia Tech, USA,"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, USA,","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013168771","display_name":"Eli Tilevich","orcid":"https://orcid.org/0000-0003-2415-6926"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eli Tilevich","raw_affiliation_strings":["Virginia Tech, USA","Virginia Tech, USA,"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, USA,","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000047836","display_name":"Amy Gillick","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Gillick","raw_affiliation_strings":["Virginia Tech, USA","Virginia Tech, USA,"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, USA,","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014871670"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.8685,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73860374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9997000098228455,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.6638070940971375},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6182444095611572},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5573065280914307},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.5449811220169067},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5015041828155518},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5006630420684814},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.4933911859989166},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4755629897117615},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4345112144947052},{"id":"https://openalex.org/keywords/music-psychology","display_name":"Music psychology","score":0.41506534814834595},{"id":"https://openalex.org/keywords/music-theory","display_name":"Music theory","score":0.41398027539253235},{"id":"https://openalex.org/keywords/music-education","display_name":"Music education","score":0.33656251430511475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31151092052459717},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20256638526916504},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15420764684677124},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14449429512023926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6638070940971375},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6182444095611572},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5573065280914307},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.5449811220169067},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5015041828155518},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5006630420684814},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.4933911859989166},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4755629897117615},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4345112144947052},{"id":"https://openalex.org/C146902061","wikidata":"https://www.wikidata.org/wiki/Q476590","display_name":"Music psychology","level":3,"score":0.41506534814834595},{"id":"https://openalex.org/C143857728","wikidata":"https://www.wikidata.org/wiki/Q193544","display_name":"Music theory","level":3,"score":0.41398027539253235},{"id":"https://openalex.org/C13553968","wikidata":"https://www.wikidata.org/wiki/Q27908","display_name":"Music education","level":2,"score":0.33656251430511475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31151092052459717},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20256638526916504},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15420764684677124},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14449429512023926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2814228.2814243","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2814228.2814243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 ACM International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software (Onward!)","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/52376","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/52376","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/3666a61f-c58e-47e1-9ad5-366046596a43/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.697.5298","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.697.5298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cs.vt.edu/%7Etilevich/papers/musiplectics.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/52376","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/52376","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/3666a61f-c58e-47e1-9ad5-366046596a43/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310962","display_name":"Canadian Institute for Theoretical Astrophysics","ror":"https://ror.org/0265wc016"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1984064332.pdf","grobid_xml":"https://content.openalex.org/works/W1984064332.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W77717277","https://openalex.org/W115970217","https://openalex.org/W158393211","https://openalex.org/W1002150248","https://openalex.org/W1483348149","https://openalex.org/W1513934811","https://openalex.org/W1533251836","https://openalex.org/W1535681052","https://openalex.org/W1644882639","https://openalex.org/W1649645444","https://openalex.org/W1813125012","https://openalex.org/W1922832738","https://openalex.org/W1965419851","https://openalex.org/W1972926376","https://openalex.org/W1988082944","https://openalex.org/W2003462777","https://openalex.org/W2015509025","https://openalex.org/W2016824327","https://openalex.org/W2038678505","https://openalex.org/W2048874115","https://openalex.org/W2052866566","https://openalex.org/W2053027818","https://openalex.org/W2057928226","https://openalex.org/W2059864726","https://openalex.org/W2068781361","https://openalex.org/W2071680864","https://openalex.org/W2072660792","https://openalex.org/W2085574295","https://openalex.org/W2086735159","https://openalex.org/W2097067592","https://openalex.org/W2107618763","https://openalex.org/W2109357046","https://openalex.org/W2123158812","https://openalex.org/W2126200181","https://openalex.org/W2127230663","https://openalex.org/W2135415614","https://openalex.org/W2138909024","https://openalex.org/W2152742269","https://openalex.org/W2153459612","https://openalex.org/W2156880699","https://openalex.org/W2157435683","https://openalex.org/W2168909179","https://openalex.org/W2186281981","https://openalex.org/W2294323335","https://openalex.org/W2339183141","https://openalex.org/W2342903424","https://openalex.org/W2401749995","https://openalex.org/W2510021852","https://openalex.org/W2902192337","https://openalex.org/W4388889247","https://openalex.org/W6606487651","https://openalex.org/W6893012676"],"related_works":["https://openalex.org/W2907384944","https://openalex.org/W3205917186","https://openalex.org/W2500787716","https://openalex.org/W2805176976","https://openalex.org/W3194517161","https://openalex.org/W2060629632","https://openalex.org/W561451829","https://openalex.org/W2062670621","https://openalex.org/W4390049723","https://openalex.org/W2904937843"],"abstract_inverted_index":{"In":[0],"the":[1,43,74,86,101,114,132,154,214,231],"Western":[2],"classical":[3],"tradition,":[4],"musicians":[5,78],"play":[6],"music":[7,17,35,96,118,137,151,181,207,227],"from":[8,18],"notated":[9],"sheet":[10],"music,":[11],"called":[12,201],"a":[13,19,21,34,40,53,105,117,136,140,147,173,189,226],"score.":[14],"When":[15],"playing":[16,135,168],"score,":[20],"musician":[22],"translates":[23],"its":[24,50],"visual":[25],"symbols":[26],"into":[27],"sequences":[28],"of":[29,42,68,88,103,113,116,134,157,191,193,216,225,233],"instrument-specific":[30],"physical":[31],"motions.":[32],"Hence,":[33],"score's":[36,228],"overall":[37],"complexity":[38,115,133],"represents":[39],"sum":[41],"cognitive":[44],"and":[45,63,107,129,170,183,209,222],"mechanical":[46],"acuity":[47],"required":[48],"for":[49,100,120,127,166,206,220,230],"performance.":[51],"For":[52],"given":[54,141],"instrument,":[55],"different":[56,167],"notes,":[57,162],"intervals,":[58,163],"articulations,":[59],"dynamics,":[60,164],"key":[61],"signatures,":[62],"tempo":[64],"represent":[65],"dissimilar":[66],"levels":[67],"difficulty,":[69],"which":[70],"vary":[71],"depending":[72],"on":[73,139],"performer's":[75],"proficiency.":[76],"Individual":[77],"embrace":[79],"this":[80,178],"tenet,":[81],"but":[82],"may":[83],"disagree":[84],"about":[85],"degrees":[87],"difficulty.":[89],"This":[90],"paper":[91],"introduces":[92],"musiplectics":[93],"(musiplectics":[94],"=":[95],"+":[97],"plectics,":[98],"Greek":[99],"study":[102],"complexity),":[104],"systematic":[106],"objective":[108,221],"approach":[109],"to":[110,180],"computational":[111],"assessment":[112,224],"score":[119,138],"any":[121],"instrument.":[122,142],"Musiplectics":[123,211],"defines":[124],"computing":[125,174,218],"paradigms":[126],"automatically":[128,176],"accurately":[130],"calculating":[131],"The":[143],"core":[144],"concept":[145,192],"codifies":[146],"two-phase":[148],"process.":[149],"First,":[150],"experts":[152],"rank":[153],"relative":[155],"difficulty":[156],"individual":[158],"musical":[159],"components":[160],"(e.g.,":[161],"etc.)":[165],"proficiencies":[169],"instruments.":[171],"Second,":[172],"engine":[175],"applies":[177],"ranking":[179],"scores":[182],"calculates":[184],"their":[185],"respective":[186],"complexity.":[187],"As":[188],"proof":[190],"musiplectics,":[194],"we":[195],"present":[196],"an":[197],"automated,":[198],"Web-based":[199],"application":[200],"Musical":[202],"Complexity":[203],"Scoring":[204],"(MCS)":[205],"educators":[208],"performers.":[210,235],"can":[212],"engender":[213],"creation":[215],"practical":[217],"tools":[219],"expeditious":[223],"suitability":[229],"abilities":[232],"intended":[234]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
