{"id":"https://openalex.org/W2889096547","doi":"https://doi.org/10.2312/eurova.20181109","title":"Personalized Visual-Interactive Music Classification","display_name":"Personalized Visual-Interactive Music Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889096547","doi":"https://doi.org/10.2312/eurova.20181109","mag":"2889096547"},"language":"en","primary_location":{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:116176","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/116176/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurova.20181109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103224528","display_name":"Christian Ritter","orcid":"https://orcid.org/0000-0002-1720-6983"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ritter, Christian","raw_affiliation_strings":["TU Darmstadt Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Darmstadt Germany#TAB#","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069349867","display_name":"Christian Altenhofen","orcid":"https://orcid.org/0000-0001-7733-4146"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Altenhofen, Christian","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060926433","display_name":"Matthias Zeppelzauer","orcid":"https://orcid.org/0000-0003-0413-4746"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"University of Applied Sciences St P\u00f6lten","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Zeppelzauer, Matthias","raw_affiliation_strings":["St. P\u00f6lten University of Applied Sciences St. P\u00f6lten Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. P\u00f6lten University of Applied Sciences St. P\u00f6lten Austria","institution_ids":["https://openalex.org/I25485817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046597105","display_name":"Arjan Kuijper","orcid":"https://orcid.org/0000-0002-6413-0061"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kuijper, Arjan","raw_affiliation_strings":["TU Darmstadt, Germany and Fraunhofer Institute for Computer Graphics Research, IGD, Darmstadt, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Darmstadt, Germany and Fraunhofer Institute for Computer Graphics Research, IGD, Darmstadt, Germany#TAB#","institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016219620","display_name":"Tobias Schreck","orcid":"https://orcid.org/0000-0003-0778-8665"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Schreck, Tobias","raw_affiliation_strings":["Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078086722","display_name":"J\u00fcrgen Bernard","orcid":"https://orcid.org/0000-0001-8741-9709"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernard, J\u00fcrgen","raw_affiliation_strings":["TU Darmstadt Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Darmstadt Germany#TAB#","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":1.0,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9986000061035156,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.7906125783920288},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5731080174446106},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5516810417175293},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"Interactive Learning","score":0.542371928691864},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.44292309880256653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34850090742111206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34374910593032837},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2787928283214569}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7906125783920288},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5731080174446106},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5516810417175293},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.542371928691864},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.44292309880256653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34850090742111206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34374910593032837},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2787928283214569},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:116176","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/116176/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},{"id":"pmh:oai:fraunhofer.de:N-512628","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-512628.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/401744","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/401744","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"doi:10.2312/eurova.20181109","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20181109","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.2312/eurova.20181109","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20181109","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2385545","https://openalex.org/W1501005121","https://openalex.org/W1534195428","https://openalex.org/W1540371141","https://openalex.org/W1573461367","https://openalex.org/W1580375566","https://openalex.org/W1604143889","https://openalex.org/W1679846099","https://openalex.org/W2003238113","https://openalex.org/W2024046085","https://openalex.org/W2041934278","https://openalex.org/W2058689487","https://openalex.org/W2094308071","https://openalex.org/W2094834818","https://openalex.org/W2107430826","https://openalex.org/W2117733879","https://openalex.org/W2119821739","https://openalex.org/W2140190241","https://openalex.org/W2149772057","https://openalex.org/W2152825437","https://openalex.org/W2155906060","https://openalex.org/W2163965546","https://openalex.org/W2187089797","https://openalex.org/W2552472274","https://openalex.org/W2583408446","https://openalex.org/W2732816132","https://openalex.org/W2750714283","https://openalex.org/W2753079413","https://openalex.org/W2902396486","https://openalex.org/W2903158431","https://openalex.org/W2911964244","https://openalex.org/W2912710490","https://openalex.org/W3124418332"],"related_works":["https://openalex.org/W1992780047","https://openalex.org/W2024499797","https://openalex.org/W1992488684","https://openalex.org/W2156595920","https://openalex.org/W3009121127","https://openalex.org/W1496419102","https://openalex.org/W2007209104","https://openalex.org/W2920816033","https://openalex.org/W1868576041","https://openalex.org/W2470106867","https://openalex.org/W2517370212","https://openalex.org/W2944474427","https://openalex.org/W1980433094","https://openalex.org/W3000173496","https://openalex.org/W1778743011","https://openalex.org/W2741197767","https://openalex.org/W3025007729","https://openalex.org/W3169202238","https://openalex.org/W2074390443","https://openalex.org/W2470432365"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2,26,30],"interactive":[3,39,45],"visual":[4,85],"music":[5,15,59],"classification":[6,35,64,128],"tool":[7,46],"that":[8],"will":[9],"allow":[10],"users":[11,24],"to":[12,126],"automatically":[13],"structure":[14],"collections":[16],"in":[17,29],"a":[18,67,109],"personalized":[19],"way.":[20],"With":[21],"our":[22,99,116],"approach,":[23],"play":[25],"active":[27],"role":[28],"iterative":[31],"process":[32],"of":[33,87,104,108,130],"building":[34],"models,":[36],"using":[37],"different":[38,54],"interfaces":[40,48,90],"for":[41,49,95],"labeling":[42,70],"songs.":[43],"The":[44,106],"conflates":[47],"the":[50,88,102],"detailed":[51],"analysis":[52],"at":[53,66],"granularities,":[55],"i.e.,":[56],"audio":[57],"features,":[58],"songs,":[60],"as":[61,63],"well":[62],"results":[65],"glance.":[68],"Interactive":[69],"is":[71,124],"provided":[72],"with":[73,115,133],"three":[74],"complementary":[75],"interfaces,":[76],"combining":[77],"model-centered":[78],"and":[79,97],"human-centered":[80],"labeling-support":[81],"principles.":[82],"A":[83],"clean":[84],"design":[86],"individual":[89],"depicts":[91],"complex":[92],"model":[93],"characteristics":[94],"experts,":[96],"indicates":[98],"work-inprogress":[100],"towards":[101],"abilities":[103],"non-experts.":[105],"result":[107],"preliminary":[110],"usage":[111],"scenario":[112],"shows":[113],"that,":[114],"system,":[117],"hardly":[118],"any":[119],"knowledge":[120],"about":[121],"machine":[122],"learning":[123],"needed":[125],"create":[127],"models":[129],"high":[131],"accuracy":[132],"less":[134],"than":[135],"50":[136],"labels.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
