{"id":"https://openalex.org/W2809230174","doi":"https://doi.org/10.1109/iccnc.2018.8390347","title":"Video QoE Prediction Based on User Profile","display_name":"Video QoE Prediction Based on User Profile","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2809230174","doi":"https://doi.org/10.1109/iccnc.2018.8390347","mag":"2809230174"},"language":"en","primary_location":{"id":"doi:10.1109/iccnc.2018.8390347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccnc.2018.8390347","pdf_url":null,"source":{"id":"https://openalex.org/S4306498346","display_name":"2018 International Conference on Computing, Networking and Communications (ICNC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5067723834","display_name":"Raffael Shalala","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Raffael Shalala","raw_affiliation_strings":["Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027608715","display_name":"Ran Dubin","orcid":"https://orcid.org/0000-0002-2055-2211"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ran Dubin","raw_affiliation_strings":["Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034314821","display_name":"Ofer Hadar","orcid":"https://orcid.org/0000-0002-6089-8401"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ofer Hadar","raw_affiliation_strings":["Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Systems Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081239516","display_name":"Amit Dvir","orcid":"https://orcid.org/0000-0002-3670-0784"},"institutions":[{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Amit Dvir","raw_affiliation_strings":["Center for Cyber Technology, Ariel University, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cyber Technology, Ariel University, Israel","institution_ids":["https://openalex.org/I52170813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1521,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.48941906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"588","last_page":"592"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.984499990940094,"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/T11478","display_name":"Caching and Content Delivery","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8629884719848633},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.7324615716934204},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6060183048248291},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5494961142539978},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5117120742797852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47368788719177246},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.46864718198776245},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4559992849826813},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.44764965772628784},{"id":"https://openalex.org/keywords/streaming-algorithm","display_name":"Streaming algorithm","score":0.44115686416625977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3666985034942627},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3369506001472473},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.31012260913848877},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18863874673843384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8629884719848633},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.7324615716934204},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6060183048248291},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5494961142539978},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5117120742797852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47368788719177246},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.46864718198776245},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4559992849826813},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.44764965772628784},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.44115686416625977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3666985034942627},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3369506001472473},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.31012260913848877},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18863874673843384},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccnc.2018.8390347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccnc.2018.8390347","pdf_url":null,"source":{"id":"https://openalex.org/S4306498346","display_name":"2018 International Conference on Computing, Networking and Communications (ICNC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1974561310","https://openalex.org/W1980231627","https://openalex.org/W1994770732","https://openalex.org/W2001140515","https://openalex.org/W2025620802","https://openalex.org/W2059511687","https://openalex.org/W2075061389","https://openalex.org/W2081655377","https://openalex.org/W2086253016","https://openalex.org/W2130954326","https://openalex.org/W2148261099","https://openalex.org/W2156133547","https://openalex.org/W2158296436","https://openalex.org/W2167101736","https://openalex.org/W2170251692","https://openalex.org/W2351381307","https://openalex.org/W2585257115","https://openalex.org/W4241066697","https://openalex.org/W4298304654","https://openalex.org/W6649150423"],"related_works":["https://openalex.org/W1824789409","https://openalex.org/W3191101401","https://openalex.org/W2241126753","https://openalex.org/W2139154869","https://openalex.org/W3122033752","https://openalex.org/W4287646841","https://openalex.org/W2028643315","https://openalex.org/W3132396031","https://openalex.org/W3159579724","https://openalex.org/W2292111326"],"abstract_inverted_index":{"The":[0],"increasing":[1],"popularity":[2],"of":[3,30,58,118],"online":[4],"video":[5,9],"content":[6,40],"and":[7,46,85,99],"adaptive":[8],"streaming":[10,23],"services,":[11],"especially":[12],"ones":[13],"based":[14,65],"on":[15,66],"HTTP":[16],"Adaptive":[17],"Streaming,":[18],"highlights":[19],"the":[20,82,86,106,115],"need":[21],"for":[22],"optimization":[24],"solutions.":[25],"Predicting":[26],"end":[27],"users":[28],"Quality":[29],"Experience":[31],"(QoE)":[32],"by":[33],"using":[34],"machine":[35,88],"learning":[36,89],"algorithms,":[37,90],"may":[38],"allow":[39],"servers":[41],"to":[42,80],"allocate":[43],"bandwidth":[44],"smartly":[45],"more":[47],"efficiently.":[48],"In":[49,78],"this":[50],"work,":[51],"we":[52,91],"present":[53],"a":[54],"new":[55],"user":[56,67,116],"quality":[57,117],"experience":[59],"prediction":[60],"algorithm":[61,109],"which":[62],"extracts":[63],"features":[64,83],"traffic":[68],"pattern":[69],"parameters":[70],"such":[71],"as":[72],"bit-rate,":[73],"resolution,":[74],"frame":[75],"rate,":[76],"etc.":[77],"order":[79],"optimize":[81],"set":[84],"corresponding":[87],"have":[92],"used":[93],"three":[94],"different":[95,101],"feature":[96],"selection":[97],"algorithms":[98],"six":[100],"classifiers.":[102],"We":[103],"show":[104],"that":[105],"Decision":[107],"Tree":[108],"achieved":[110],"86%":[111],"accuracy":[112],"in":[113],"predicting":[114],"experience.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
