{"id":"https://openalex.org/W4382540082","doi":"https://doi.org/10.1145/3606375","title":"Intent-Satisfaction Modeling: From Music to Video Streaming","display_name":"Intent-Satisfaction Modeling: From Music to Video Streaming","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4382540082","doi":"https://doi.org/10.1145/3606375"},"language":"en","primary_location":{"id":"doi:10.1145/3606375","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606375","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606375","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3606375","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031110596","display_name":"G. F. Benedict","orcid":"https://orcid.org/0000-0002-3596-0285"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Gabriel B\u00e9n\u00e9dict","raw_affiliation_strings":["RTL & University of Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"RTL & University of Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071940615","display_name":"Daan Odijk","orcid":"https://orcid.org/0000-0003-0369-8857"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daan Odijk","raw_affiliation_strings":["RTL, The Netherlands"],"affiliations":[{"raw_affiliation_string":"RTL, The Netherlands","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031439294","display_name":"Maarten de Rijke","orcid":"https://orcid.org/0000-0002-1086-0202"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten de Rijke","raw_affiliation_strings":["University of Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031110596"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":1.2342,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81522791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1","issue":"3","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9864000082015991,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9864000082015991,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10154","display_name":"Customer Service Quality and Loyalty","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7188432812690735},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6100651025772095},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5475989580154419},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4810333847999573},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.46920958161354065},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.46844035387039185},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.42792683839797974},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.368960440158844},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18525025248527527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14323803782463074},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13257214426994324},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09075108170509338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7188432812690735},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6100651025772095},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5475989580154419},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4810333847999573},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.46920958161354065},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.46844035387039185},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42792683839797974},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.368960440158844},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18525025248527527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14323803782463074},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13257214426994324},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09075108170509338},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3606375","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606375","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606375","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3606375","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606375","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606375","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321008","display_name":"Universiteit van Amsterdam","ror":"https://ror.org/04dkp9463"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382540082.pdf","grobid_xml":"https://content.openalex.org/works/W4382540082.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W198638592","https://openalex.org/W1951724000","https://openalex.org/W1982204215","https://openalex.org/W1992665562","https://openalex.org/W2027386447","https://openalex.org/W2038385982","https://openalex.org/W2062364080","https://openalex.org/W2102217663","https://openalex.org/W2110005793","https://openalex.org/W2148143831","https://openalex.org/W2154105380","https://openalex.org/W2158312787","https://openalex.org/W2163421455","https://openalex.org/W2166237624","https://openalex.org/W2203714058","https://openalex.org/W2279857902","https://openalex.org/W2295598076","https://openalex.org/W2612119519","https://openalex.org/W2748075772","https://openalex.org/W2768612151","https://openalex.org/W2783175414","https://openalex.org/W2788963095","https://openalex.org/W2799155063","https://openalex.org/W2891211322","https://openalex.org/W2892838935","https://openalex.org/W2897955056","https://openalex.org/W2912422269","https://openalex.org/W2914639375","https://openalex.org/W2962952048","https://openalex.org/W2972377450","https://openalex.org/W2972657244","https://openalex.org/W2998721586","https://openalex.org/W3001375095","https://openalex.org/W3034781159","https://openalex.org/W3045088573","https://openalex.org/W3068658482","https://openalex.org/W3087770553","https://openalex.org/W3094495518","https://openalex.org/W3102471315","https://openalex.org/W3123421154","https://openalex.org/W3131612584","https://openalex.org/W3152876231","https://openalex.org/W3155285635","https://openalex.org/W3199360093","https://openalex.org/W4205390421","https://openalex.org/W4212774754","https://openalex.org/W4220708397","https://openalex.org/W4242648985","https://openalex.org/W4253830839","https://openalex.org/W4286910448","https://openalex.org/W4399647672","https://openalex.org/W6767824653","https://openalex.org/W6801744293"],"related_works":["https://openalex.org/W2392424562","https://openalex.org/W2082106666","https://openalex.org/W2065011650","https://openalex.org/W2381880241","https://openalex.org/W2151391051","https://openalex.org/W3134683720","https://openalex.org/W1982079437","https://openalex.org/W2369081077","https://openalex.org/W3006742782","https://openalex.org/W1974202238"],"abstract_inverted_index":{"Logged":[0],"behavioral":[1,25,205],"data":[2,26,143],"is":[3],"a":[4,82,138,149,160],"common":[5],"resource":[6],"for":[7],"enhancing":[8],"the":[9,56,69,122,172,196],"user":[10,28,35,86,128,173],"experience":[11],"on":[12,107,142,208],"streaming":[13,49,71,74,101],"platforms.":[14],"In":[15,184],"music":[16,46,70,98,179],"streaming,":[17,47,192],"Mehrotra":[18,93],"et":[19,94],"al.":[20],"have":[21],"shown":[22],"how":[23],"complementing":[24],"with":[27,171,204],"intent":[29,129,199],"can":[30],"help":[31],"predict":[32],"and":[33,62,88,102,116,132,145,155],"explain":[34],"satisfaction.":[36],"Do":[37],"their":[38,104],"findings":[39],"extend":[40,103],"to":[41,45,99,137,169],"video":[42,48,100,163,191],"streaming?":[43],"Compared":[44],"platforms":[50],"provide":[51,195],"relatively":[52],"shallow":[53],"catalogs.":[54],"Finding":[55],"right":[57],"content":[58],"demands":[59],"more":[60],"active":[61],"conscious":[63],"commitment":[64],"from":[65,81,97],"users":[66,194],"than":[67],"in":[68,76,190],"setting.":[72],"Video":[73],"platforms,":[75],"particular,":[77],"could":[78],"thus":[79],"benefit":[80],"better":[83],"understanding":[84],"of":[85,151],"intents":[87,152],"satisfaction":[89,133,201],"level.":[90],"We":[91],"replicate":[92],"al.\u2019s":[95],"study":[96],"modeling":[105,112],"framework":[106],"two":[108],"fronts:":[109],"(i)":[110],"improved":[111],"accuracy":[113],"(random":[114],"forests),":[115],"(ii)":[117],"interpretability":[118],"(Bayesian":[119],"models).":[120],"Like":[121],"original":[123],"study,":[124,186],"we":[125,158,187],"find":[126,188],"that":[127,189],"affects":[130],"behavior":[131],"itself,":[134],"even":[135],"if":[136],"lesser":[139],"degree,":[140],"based":[141],"analysis":[144],"modeling.":[146],"By":[147],"proposing":[148],"grouping":[150],"into":[153],"decisive":[154,162,210],"explorative":[156,212],"categories":[157],"highlight":[159],"tension:":[161],"streamers":[164,180],"are":[165],"not":[166],"as":[167,175],"keen":[168],"interact":[170],"interface":[174],"exploration-seeking":[176],"ones.":[177],"Meanwhile,":[178],"explore":[181],"by":[182],"listening.":[183],"this":[185],"unsatisfied":[193],"main":[197],"signal:":[198],"influences":[200],"levels":[202],"together":[203],"data,":[206],"depending":[207],"our":[209],"vs.":[211],"grouping.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}