{"id":"https://openalex.org/W2980530701","doi":"https://doi.org/10.1145/3349611.3355546","title":"QoE Analysis of Spotify Audio Streaming and App Browsing","display_name":"QoE Analysis of Spotify Audio Streaming and App Browsing","publication_year":2019,"publication_date":"2019-10-04","ids":{"openalex":"https://openalex.org/W2980530701","doi":"https://doi.org/10.1145/3349611.3355546","mag":"2980530701"},"language":"en","primary_location":{"id":"doi:10.1145/3349611.3355546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349611.3355546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108119363","display_name":"Anika Schwind","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Anika Schwind","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068691786","display_name":"Lorenz Haberzettl","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lorenz Haberzettl","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073710266","display_name":"Florian Wamser","orcid":"https://orcid.org/0000-0002-0356-6291"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Wamser","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025794971","display_name":"Tobias Ho\u00dffeld","orcid":"https://orcid.org/0000-0003-0173-595X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Ho\u00dffeld","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108119363"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":1.5184,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.86558582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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":1.0,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9980000257492065,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9857000112533569,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7970110177993774},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6531960368156433},{"id":"https://openalex.org/keywords/real-time-streaming-protocol","display_name":"Real Time Streaming Protocol","score":0.6313967704772949},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5873743891716003},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5264385938644409},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.5100603699684143},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.4767242968082428},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.4364128112792969},{"id":"https://openalex.org/keywords/audio-over-ethernet","display_name":"Audio over Ethernet","score":0.4302939176559448},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42261216044425964},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37615394592285156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2852119207382202},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.2720460891723633},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18726590275764465},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.16340944170951843},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.14737534523010254},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.10979393124580383},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10780024528503418},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.09842309355735779},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0907014012336731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7970110177993774},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6531960368156433},{"id":"https://openalex.org/C110738861","wikidata":"https://www.wikidata.org/wiki/Q682598","display_name":"Real Time Streaming Protocol","level":3,"score":0.6313967704772949},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5873743891716003},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5264385938644409},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.5100603699684143},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.4767242968082428},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.4364128112792969},{"id":"https://openalex.org/C36561122","wikidata":"https://www.wikidata.org/wiki/Q4819874","display_name":"Audio over Ethernet","level":5,"score":0.4302939176559448},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42261216044425964},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37615394592285156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2852119207382202},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2720460891723633},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18726590275764465},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.16340944170951843},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.14737534523010254},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.10979393124580383},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10780024528503418},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.09842309355735779},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0907014012336731},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3349611.3355546","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349611.3355546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7423725831","display_name":null,"funder_award_id":"316878574","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1986570368","https://openalex.org/W2109181429","https://openalex.org/W2141708177","https://openalex.org/W2610855322","https://openalex.org/W2890227415","https://openalex.org/W2898387613","https://openalex.org/W2910079933"],"related_works":["https://openalex.org/W2392880779","https://openalex.org/W2594690746","https://openalex.org/W2356602106","https://openalex.org/W2292972248","https://openalex.org/W4235833544","https://openalex.org/W4205487188","https://openalex.org/W2157648540","https://openalex.org/W4245721987","https://openalex.org/W2383722003","https://openalex.org/W1489275371"],"abstract_inverted_index":{"Spotify":[0,26,61,100],"is":[1,168,186],"the":[2,21,34,91,96,137,147,160,165,172],"most-listened":[3],"audio":[4,57,97,119],"streaming":[5,37,41,48,58,98,148,157,166],"provider":[6],"in":[7,20,27,54,74],"2019":[8],"with":[9,33],"217":[10],"million":[11],"active":[12],"users":[13,32],"per":[14],"month.":[15],"Providers":[16],"are":[17,129],"therefore":[18],"interested":[19],"quality":[22],"and":[23,46,62,89,125,170],"functionality":[24],"of":[25,95,149,162,174],"order":[28],"to":[29,118,136],"provide":[30],"their":[31,47,63],"best":[35],"possible":[36],"quality.":[38],"While":[39,122],"video":[40],"services":[42,59],"such":[43,182],"as":[44,153,155,183],"Netflix":[45],"approach":[49],"have":[50,70,108,132],"been":[51,72],"extensively":[52],"explored":[53],"previous":[55],"research,":[56],"like":[60],"corresponding":[64],"behavior":[65,167],"at":[66],"certain":[67],"network":[68,87,126,175],"conditions":[69,88],"not":[71],"considered":[73],"detail":[75],"yet.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80],"perform":[81],"a":[82,110,115,133,143,150],"QoE":[83,178],"analysis":[84],"under":[85],"various":[86],"examine":[90],"app":[92],"browsing":[93],"performance":[94,180],"platform":[99],"using":[101],"its":[102],"native":[103],"Android":[104],"mobile":[105],"application.":[106],"We":[107],"developed":[109],"measurement":[111],"tool":[112],"that":[113,131],"emulates":[114],"user":[116],"listening":[117],"through":[120],"Spotify.":[121],"streaming,":[123],"application":[124],"layer":[127],"parameters":[128],"captured":[130],"high":[134],"correlation":[135],"user's":[138],"QoE.":[139],"The":[140],"paper":[141],"shows":[142],"baseline":[144],"scenario":[145],"including":[146],"single":[151],"song":[152],"well":[154],"playlist":[156],"behavior.":[158],"Next,":[159],"effect":[161],"interruptions":[163],"on":[164,177],"evaluated":[169],"finally,":[171],"influence":[173],"impairments":[176],"key":[179],"indicators":[181],"initial":[184],"delay":[185],"shown.":[187]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}