{"id":"https://openalex.org/W2914009836","doi":"https://doi.org/10.1109/iwqos.2018.8624138","title":"Scalable Ground-Truth Annotation for Video QoE Modeling in Enterprise WiFi","display_name":"Scalable Ground-Truth Annotation for Video QoE Modeling in Enterprise WiFi","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2914009836","doi":"https://doi.org/10.1109/iwqos.2018.8624138","mag":"2914009836"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos.2018.8624138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2018.8624138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS)","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/A5021638193","display_name":"Mallesham Dasari","orcid":"https://orcid.org/0000-0002-8855-036X"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mallesham Dasari","raw_affiliation_strings":["Stony Brook University"],"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074821836","display_name":"Shruti Sanadhya","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shruti Sanadhya","raw_affiliation_strings":["Facebook"],"affiliations":[{"raw_affiliation_string":"Facebook","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081729305","display_name":"Christina Vlachou","orcid":"https://orcid.org/0000-0001-6093-9026"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Vlachou","raw_affiliation_strings":["HPE Labs"],"affiliations":[{"raw_affiliation_string":"HPE Labs","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114686009","display_name":"Kyu-Han Kim","orcid":"https://orcid.org/0000-0003-3238-7433"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyu-Han Kim","raw_affiliation_strings":["HPE Labs"],"affiliations":[{"raw_affiliation_string":"HPE Labs","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052004561","display_name":"Samir R. Das","orcid":"https://orcid.org/0000-0002-0802-3130"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samir R. Das","raw_affiliation_strings":["Stony Brook University"],"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021638193"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":0.3134,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.64165175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9919000267982483,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9905999898910522,"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":0.8623329997062683},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.7277944684028625},{"id":"https://openalex.org/keywords/mean-opinion-score","display_name":"Mean opinion score","score":0.6208330988883972},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6031114459037781},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5949447751045227},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5377225279808044},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5280745029449463},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4901159703731537},{"id":"https://openalex.org/keywords/voice-over-ip","display_name":"Voice over IP","score":0.47690320014953613},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.47579440474510193},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46701863408088684},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4560844600200653},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4165106415748596},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3843453526496887},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.23212787508964539},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21908238530158997},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20248475670814514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1506558358669281},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13783180713653564},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0967053771018982}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8623329997062683},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.7277944684028625},{"id":"https://openalex.org/C62897895","wikidata":"https://www.wikidata.org/wiki/Q1915482","display_name":"Mean opinion score","level":3,"score":0.6208330988883972},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6031114459037781},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5949447751045227},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5377225279808044},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5280745029449463},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4901159703731537},{"id":"https://openalex.org/C171246234","wikidata":"https://www.wikidata.org/wiki/Q81945","display_name":"Voice over IP","level":3,"score":0.47690320014953613},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.47579440474510193},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46701863408088684},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4560844600200653},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4165106415748596},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3843453526496887},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.23212787508964539},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21908238530158997},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20248475670814514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1506558358669281},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13783180713653564},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0967053771018982},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwqos.2018.8624138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2018.8624138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS)","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":19,"referenced_works":["https://openalex.org/W615265966","https://openalex.org/W1494182798","https://openalex.org/W1571836963","https://openalex.org/W1586882688","https://openalex.org/W1982471090","https://openalex.org/W1986570368","https://openalex.org/W2003427222","https://openalex.org/W2018764866","https://openalex.org/W2022359415","https://openalex.org/W2026549660","https://openalex.org/W2090934126","https://openalex.org/W2111992298","https://openalex.org/W2116705992","https://openalex.org/W2165723722","https://openalex.org/W2414592946","https://openalex.org/W6629477544","https://openalex.org/W6634328444","https://openalex.org/W6651142422","https://openalex.org/W6676429839"],"related_works":["https://openalex.org/W3007758974","https://openalex.org/W2382922397","https://openalex.org/W2130186687","https://openalex.org/W2167027757","https://openalex.org/W2592586851","https://openalex.org/W2793674662","https://openalex.org/W2943685190","https://openalex.org/W2516823580","https://openalex.org/W3127182254","https://openalex.org/W2796797126"],"abstract_inverted_index":{"Mobile":[0],"video":[1,19,113,124,163,183],"traffic":[2],"is":[3,129],"dominant":[4],"in":[5,38],"cellular":[6],"and":[7,21,45,116,122,132,135,161,177,189],"enterprise":[8],"wireless":[9,43],"networks.":[10],"With":[11],"the":[12,29,39,60,170],"advent":[13],"of":[14,16,35,41,73,120,174],"myriads":[15],"applications":[17,95,115,185],"from":[18,59,156],"telephony":[20,114,184],"streaming":[22],"to":[23,31,70,76,92,99],"virtual":[24],"reality,":[25],"network":[26],"administrators":[27],"face":[28,40],"challenge":[30],"provide":[32],"high":[33],"quality":[34,72],"experience":[36],"(QoE)":[37],"diverse":[42,138],"conditions":[44],"application":[46,61],"contents.":[47],"Yet,":[48],"state-of-the-art":[49],"networks":[50],"lack":[51],"analytics":[52],"for":[53,104],"QoE,":[54],"as":[55],"this":[56],"requires":[57],"support":[58],"or":[62],"user":[63,86],"feedback.":[64],"While":[65],"there":[66],"are":[67,90,178],"existing":[68],"techniques":[69,89],"map":[71],"service":[74],"(QoS)":[75],"QoE":[77,101],"by":[78,151],"training":[79,136],"machine":[80],"learning":[81],"(ML)":[82],"models":[83],"without":[84],"requiring":[85],"feedback,":[87],"these":[88,108],"limited":[91],"only":[93],"few":[94],"(e.g.,":[96],"Skype),":[97],"due":[98],"insufficient":[100],"ground-truth":[102],"annotation":[103],"ML.":[105],"To":[106],"address":[107],"limitations,":[109],"we":[110],"focus":[111],"on":[112],"model":[117],"key":[118,127],"artefacts":[119],"spatial":[121],"temporal":[123],"QoE.":[125],"Our":[126,165],"contribution":[128],"designing":[130],"content-":[131],"device-independent":[133],"metrics":[134,145,167],"across":[137],"WiFi":[139],"conditions.":[140],"We":[141],"show":[142],"that":[143],"our":[144],"achieve":[146],"a":[147],"median":[148],"90%":[149],"accuracy":[150],"comparing":[152],"with":[153],"mean-opinion-score":[154],"(MOS)":[155],"more":[157],"than":[158],"200":[159],"users":[160],"800":[162],"samples.":[164],"content-independent":[166],"significantly":[168],"reduce":[169],"MOS":[171],"prediction":[172],"error":[173],"previous":[175],"works":[176],"validated":[179],"over":[180],"three":[181],"popular":[182],"-":[186],"Skype,":[187],"FaceTime":[188],"Google":[190],"Hangouts.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}