{"id":"https://openalex.org/W2033134714","doi":"https://doi.org/10.4018/jmcmc.2010100101","title":"Quality of Experience Models for Multimedia Streaming","display_name":"Quality of Experience Models for Multimedia Streaming","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2033134714","doi":"https://doi.org/10.4018/jmcmc.2010100101","mag":"2033134714"},"language":"en","primary_location":{"id":"doi:10.4018/jmcmc.2010100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jmcmc.2010100101","pdf_url":null,"source":{"id":"https://openalex.org/S192184247","display_name":"International Journal of Mobile Computing and Multimedia Communications","issn_l":"1937-9404","issn":["1937-9404","1937-9412"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Mobile Computing and Multimedia Communications","raw_type":"journal-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/A5034523015","display_name":"Vlado Menkovski","orcid":"https://orcid.org/0000-0001-5262-0605"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Vlado Menkovski","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091641200","display_name":"Georgios Exarchakos","orcid":"https://orcid.org/0000-0002-5773-0720"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Georgios Exarchakos","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026941307","display_name":"Antonio Liotta","orcid":"https://orcid.org/0000-0002-2773-4421"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Antonio Liotta","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039506805","display_name":"Antonio Cuadra S\u00e1nchez","orcid":"https://orcid.org/0000-0002-0083-2806"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Cuadra S\u00e1nchez","raw_affiliation_strings":["Telefonica R&D, Spain","[Telefonica R&D, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telefonica R&D, Spain","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"[Telefonica R&D, Spain]","institution_ids":["https://openalex.org/I4210134591"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034523015"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":1.6139,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.84514269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"2","issue":"4","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998000264167786,"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":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9660999774932861,"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":0.9076459407806396},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.8454280495643616},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6600685715675354},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5479691624641418},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5379998683929443},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4578058421611786},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.45652925968170166},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4534672498703003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3296507000923157},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0893731415271759}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9076459407806396},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.8454280495643616},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6600685715675354},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5479691624641418},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5379998683929443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4578058421611786},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.45652925968170166},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4534672498703003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3296507000923157},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0893731415271759},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.4018/jmcmc.2010100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jmcmc.2010100101","pdf_url":null,"source":{"id":"https://openalex.org/S192184247","display_name":"International Journal of Mobile Computing and Multimedia Communications","issn_l":"1937-9404","issn":["1937-9404","1937-9412"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Mobile Computing and Multimedia Communications","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/3dccc7fb-08eb-4efe-84a6-72ec1774492f","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/3dccc7fb-08eb-4efe-84a6-72ec1774492f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Menkovski, V, Exarchakos, G, Liotta, A & Cuadra S\u00e1nchez, A 2010, 'Quality of experience models for multimedia streaming', International Journal of Mobile Computing and Multimedia Communications, vol. 2, no. 4, pp. 1-20. https://doi.org/10.4018/jmcmc.2010100101","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:695348","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=695348","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1937-9412","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:RePEc:igg:jmcmc0:v:2:y:2010:i:4:p:1-20","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jmcmc.2010100101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:library.tue.nl:695348","is_oa":false,"landing_page_url":"http://repository.tue.nl/695348","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1937-9412","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:napier-surface.worktribe.com:1995781","is_oa":false,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/1995781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:unibz.it:11302297950001241","is_oa":false,"landing_page_url":"https://bia.unibz.it/esploro/outputs/journalArticle/Quality-of-experience-models-for-multimedia/991006594097501241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:tue:oai:pure.tue.nl:publications/3dccc7fb-08eb-4efe-84a6-72ec1774492f","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/3dccc7fb-08eb-4efe-84a6-72ec1774492f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Mobile Computing and Multimedia Communications, 2(4), 1 - 20. IGI Global Publishing","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W5594912","https://openalex.org/W46219734","https://openalex.org/W1516923404","https://openalex.org/W1530699444","https://openalex.org/W1545234847","https://openalex.org/W1559060276","https://openalex.org/W1578276759","https://openalex.org/W1597165973","https://openalex.org/W1680392829","https://openalex.org/W2016159616","https://openalex.org/W2068714596","https://openalex.org/W2086364952","https://openalex.org/W2089621779","https://openalex.org/W2102410542","https://openalex.org/W2106527619","https://openalex.org/W2107071973","https://openalex.org/W2125535784","https://openalex.org/W2133990480","https://openalex.org/W2147968703","https://openalex.org/W2158564760","https://openalex.org/W2159047538","https://openalex.org/W2164641162","https://openalex.org/W2165106606","https://openalex.org/W2400267228","https://openalex.org/W2912934387","https://openalex.org/W2966207845","https://openalex.org/W3133917342","https://openalex.org/W4212883601","https://openalex.org/W4240238560","https://openalex.org/W4250469042","https://openalex.org/W4255271639","https://openalex.org/W6631781440","https://openalex.org/W6635600641"],"related_works":["https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W2139154869","https://openalex.org/W1998565590","https://openalex.org/W2061423566","https://openalex.org/W4304080328","https://openalex.org/W2044415708","https://openalex.org/W3092769111"],"abstract_inverted_index":{"Understanding":[0],"how":[1],"quality":[2,42],"is":[3,11,23,33],"perceived":[4,30],"by":[5],"viewers":[6],"of":[7,16,20,38,48,140,175],"multimedia":[8,90],"streaming":[9,89],"services":[10],"essential":[12],"for":[13,71,111],"efficient":[14],"management":[15,178],"those":[17],"services.":[18],"Quality":[19],"Experience":[21],"(QoE)":[22],"a":[24,67,176],"subjective":[25,81,86,158],"metric":[26],"that":[27,54,93,151,170],"quantifies":[28],"the":[29,36,64,94,138,141,144,153],"quality,":[31],"which":[32],"crucial":[34],"in":[35],"process":[37],"optimizing":[39],"tradeoff":[40],"between":[41],"and":[43,57,130,165],"resources.":[44],"However,":[45],"accurate":[46,164],"estimation":[47,69],"QoE":[49,68,167],"often":[50],"entails":[51],"cumbersome":[52],"studies":[53],"are":[55,109,128,171],"long":[56],"expensive":[58],"to":[59,115,133],"execute.":[60],"In":[61],"this":[62],"regard,":[63],"authors":[65,145],"present":[66],"methodology":[70],"developing":[72],"Machine":[73,95],"Learning":[74,96,149],"prediction":[75,142,168],"models":[76,97,108,127,154,169],"based":[77],"on":[78,85,155],"initial":[79],"restricted-size":[80],"tests.":[82],"Experimental":[83],"results":[84],"data":[87,156],"from":[88,157],"tests":[91],"show":[92],"outperform":[98],"other":[99],"statistical":[100],"methods":[101],"achieving":[102],"accuracy":[103,139],"greater":[104],"than":[105],"90%.":[106],"These":[107],"suitable":[110],"real-time":[112],"use":[113],"due":[114],"their":[116],"small":[117],"computational":[118],"complexity.":[119],"Even":[120],"though":[121],"they":[122],"have":[123,146],"high":[124],"accuracy,":[125],"these":[126],"static":[129],"cannot":[131],"adapt":[132],"environmental":[134],"change.":[135],"To":[136],"maintain":[137],"models,":[143],"adopted":[147],"Online":[148],"techniques":[150],"update":[152],"viewer":[159],"feedback.":[160],"This":[161],"method":[162],"provides":[163],"adaptive":[166],"an":[172],"indispensible":[173],"component":[174],"QoE-aware":[177],"service.":[179]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}