{"id":"https://openalex.org/W3188116966","doi":"https://doi.org/10.1145/3460231.3478846","title":"Predicting Music Relistening Behavior Using the ACT-R Framework","display_name":"Predicting Music Relistening Behavior Using the ACT-R Framework","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3188116966","doi":"https://doi.org/10.1145/3460231.3478846","mag":"3188116966"},"language":"en","primary_location":{"id":"doi:10.1145/3460231.3478846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460231.3478846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.02138","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066404441","display_name":"Markus Reiter-Haas","orcid":"https://orcid.org/0000-0001-9852-8206"},"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":"Markus Reiter-Haas","raw_affiliation_strings":["Graz University of Technology, Austria","Graz University of Technology, , , Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Graz University of Technology, , , Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073718976","display_name":"Emilia Parada\u2010Cabaleiro","orcid":"https://orcid.org/0000-0003-1843-3632"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Emilia Parada-Cabaleiro","raw_affiliation_strings":["Johannes Kepler University Linz, Austria","Johannes Kepler University, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"Johannes Kepler University, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091259315","display_name":"Markus Schedl","orcid":"https://orcid.org/0000-0003-1706-3406"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Schedl","raw_affiliation_strings":["Johannes Kepler University Linz, Austria","Johannes Kepler University, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"Johannes Kepler University, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085586072","display_name":"Elham Motamedi","orcid":"https://orcid.org/0000-0003-0127-4997"},"institutions":[{"id":"https://openalex.org/I118905719","display_name":"University of Primorska","ror":"https://ror.org/05xefg082","country_code":"SI","type":"education","lineage":["https://openalex.org/I118905719"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Elham Motamedi","raw_affiliation_strings":["University of Primorska, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Primorska, Slovenia","institution_ids":["https://openalex.org/I118905719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076643067","display_name":"Marko Tkal\u010di\u010d","orcid":"https://orcid.org/0000-0002-0831-5512"},"institutions":[{"id":"https://openalex.org/I118905719","display_name":"University of Primorska","ror":"https://ror.org/05xefg082","country_code":"SI","type":"education","lineage":["https://openalex.org/I118905719"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Tkalcic","raw_affiliation_strings":["University of Primorska, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Primorska, Slovenia","institution_ids":["https://openalex.org/I118905719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045400619","display_name":"Elisabeth Lex","orcid":"https://orcid.org/0000-0001-5293-2967"},"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":"Elisabeth Lex","raw_affiliation_strings":["Graz University of Technology, Austria","Graz University of Technology, , , Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Graz University of Technology, , , Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"702","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.9991999864578247,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9991999864578247,"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/T11309","display_name":"Music and Audio Processing","score":0.9706000089645386,"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/T13283","display_name":"Mental Health Research Topics","score":0.9693999886512756,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.69803786277771},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5963348746299744},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5740538835525513},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5606062412261963},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.49954843521118164},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.47729694843292236},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4114489257335663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37583309412002563},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3754061162471771},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24210026860237122},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2378014326095581},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.11674007773399353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69803786277771},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5963348746299744},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5740538835525513},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5606062412261963},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.49954843521118164},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.47729694843292236},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4114489257335663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37583309412002563},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3754061162471771},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24210026860237122},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2378014326095581},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.11674007773399353},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3460231.3478846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460231.3478846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2108.02138","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.02138","pdf_url":"https://arxiv.org/pdf/2108.02138","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":null,"raw_type":"text"},{"id":"mag:3188116966","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2108.02138.pdf","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.2108.02138","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2108.02138","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.02138","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.02138","pdf_url":"https://arxiv.org/pdf/2108.02138","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":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W162466539","https://openalex.org/W1496143913","https://openalex.org/W1614298861","https://openalex.org/W1964786562","https://openalex.org/W2031767620","https://openalex.org/W2070884976","https://openalex.org/W2113347069","https://openalex.org/W2136518234","https://openalex.org/W2199277097","https://openalex.org/W2340857036","https://openalex.org/W2575403103","https://openalex.org/W2624032362","https://openalex.org/W2746714969","https://openalex.org/W2764159532","https://openalex.org/W2786192177","https://openalex.org/W2886209086","https://openalex.org/W2912746631","https://openalex.org/W2963669159","https://openalex.org/W3013235169","https://openalex.org/W3088665019","https://openalex.org/W3091129453","https://openalex.org/W3105096762","https://openalex.org/W3180187578","https://openalex.org/W3185820380"],"related_works":["https://openalex.org/W3047851446","https://openalex.org/W2128407742","https://openalex.org/W185379321","https://openalex.org/W172450508","https://openalex.org/W2799782400","https://openalex.org/W2983095793","https://openalex.org/W3107980704","https://openalex.org/W2395385371","https://openalex.org/W3200484440","https://openalex.org/W2962464699","https://openalex.org/W3082289859","https://openalex.org/W2176090849","https://openalex.org/W2577255055","https://openalex.org/W3034909182","https://openalex.org/W2901675857","https://openalex.org/W2402642124","https://openalex.org/W2964961855","https://openalex.org/W2584758716","https://openalex.org/W3043886961","https://openalex.org/W2160541537"],"abstract_inverted_index":{"Providing":[0],"suitable":[1],"recommendations":[2,27],"is":[3,40,62,200],"of":[4,12,28,82,89,95,109,115,129,140,147,166,177,195,204,211,222,235,239],"vital":[5],"importance":[6],"to":[7,20,54,73,100,125,143,198,242],"improve":[8],"the":[9,21,29,87,106,127,150,175,183,209,233],"user":[10,187,247],"satisfaction":[11],"music":[13,43,58,67,71,133],"recommender":[14,44],"systems.":[15,45],"Here,":[16],"users":[17],"often":[18],"listen":[19],"same":[22,30],"track":[23],"repeatedly":[24],"and":[25,56,123,138,158,193,213,244],"appreciate":[26],"song":[31],"multiple":[32],"times.":[33],"Thus,":[34],"accounting":[35],"for":[36,42],"users\u2019":[37],"relistening":[38,59,134,205],"behavior":[39,60],"critical":[41],"In":[46,98],"this":[47],"paper,":[48],"we":[49,111,173],"describe":[50],"a":[51,78,164],"psychology-informed":[52],"approach":[53,179],"model":[55,243],"predict":[57,245],"that":[61,85,191,226],"inspired":[63],"by":[64,180],"studies":[65],"in":[66,161,186,220],"psychology,":[68],"which":[69,103],"relate":[70],"preferences":[72],"human":[74,83,90],"memory.":[75],"We":[76,189,224],"adopt":[77],"well-established":[79],"psychological":[80],"theory":[81],"cognition":[84],"models":[86],"operations":[88],"memory,":[91],"i.e.,":[92,117],"Adaptive":[93],"Control":[94],"Thought\u2014Rational":[96],"(ACT-R).":[97],"contrast":[99],"prior":[101,141,196],"work,":[102],"uses":[104],"only":[105],"base-level":[107],"component":[108],"ACT-R,":[110,116],"utilize":[112],"five":[113,130],"components":[114],"base-level,":[118],"spreading,":[119],"partial":[120],"matching,":[121],"valuation,":[122],"noise,":[124],"investigate":[126],"effect":[128],"factors":[131],"on":[132,232],"behavior:":[135],"(i)":[136],"recency":[137,192],"frequency":[139,194],"exposure":[142,197],"tracks,":[144,148,153,157],"(ii)":[145],"co-occurrence":[146,210],"(iii)":[149],"similarity":[151],"between":[152],"(iv)":[154],"familiarity":[155,214],"with":[156,215],"(v)":[159],"randomness":[160],"behavior.":[162,206,248],"On":[163],"dataset":[165],"1.7":[167],"million":[168],"listening":[169],"events":[170],"from":[171],"Last.fm,":[172],"evaluate":[174],"performance":[176,219],"our":[178,227],"sequentially":[181],"predicting":[182],"next":[184],"track(s)":[185],"sessions.":[188],"find":[190],"tracks":[199,212,216],"an":[201],"effective":[202],"predictor":[203],"Besides,":[207],"considering":[208,236],"further":[217],"improves":[218],"terms":[221],"R-precision.":[223],"hope":[225],"work":[228],"inspires":[229],"future":[230],"research":[231],"merits":[234],"cognitive":[237],"aspects":[238],"memory":[240],"retrieval":[241],"complex":[246]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
