{"id":"https://openalex.org/W2187674569","doi":"https://doi.org/10.1109/wcsp.2015.7341256","title":"Association analysis and prediction for IPTV service data and user's QoE","display_name":"Association analysis and prediction for IPTV service data and user's QoE","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2187674569","doi":"https://doi.org/10.1109/wcsp.2015.7341256","mag":"2187674569"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp.2015.7341256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp.2015.7341256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Wireless Communications &amp; Signal Processing (WCSP)","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/A5100949625","display_name":"Siying Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siying Sun","raw_affiliation_strings":["Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","institution_ids":[]},{"raw_affiliation_string":"Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040173124","display_name":"Xin Wei","orcid":"https://orcid.org/0000-0001-6183-2298"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wei","raw_affiliation_strings":["Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","institution_ids":[]},{"raw_affiliation_string":"Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436099","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0003-1810-3019"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China","National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","institution_ids":[]},{"raw_affiliation_string":"Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379139","display_name":"Jianxin Chen","orcid":"https://orcid.org/0000-0001-6204-1121"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Chen","raw_affiliation_strings":["Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Naniing, China","institution_ids":[]},{"raw_affiliation_string":"Ministry of Education, (Nanjing University of Posts and Telecommunications), Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100949625"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":0.9205,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82482999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9993000030517578,"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":0.9993000030517578,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9614999890327454,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/iptv","display_name":"IPTV","score":0.9448323845863342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7896073460578918},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.7346547245979309},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5602625012397766},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.49979209899902344},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4951423704624176},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.41190510988235474},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.39193469285964966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.388746976852417},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.35226184129714966},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3159540295600891}],"concepts":[{"id":"https://openalex.org/C2776855496","wikidata":"https://www.wikidata.org/wiki/Q177518","display_name":"IPTV","level":2,"score":0.9448323845863342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896073460578918},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.7346547245979309},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5602625012397766},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.49979209899902344},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4951423704624176},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.41190510988235474},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.39193469285964966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.388746976852417},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.35226184129714966},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3159540295600891},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp.2015.7341256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp.2015.7341256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Wireless Communications &amp; Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1585743408","https://openalex.org/W1713735053","https://openalex.org/W2002351707","https://openalex.org/W2013628864","https://openalex.org/W2014756931","https://openalex.org/W2032427901","https://openalex.org/W2104482750","https://openalex.org/W2122284941","https://openalex.org/W2125055259","https://openalex.org/W2142876645","https://openalex.org/W2147262067","https://openalex.org/W2149706766","https://openalex.org/W2169240112","https://openalex.org/W2329660406","https://openalex.org/W3163885138","https://openalex.org/W4236137412","https://openalex.org/W4249215961","https://openalex.org/W6635046684","https://openalex.org/W6637525845","https://openalex.org/W6678449394"],"related_works":["https://openalex.org/W1480823701","https://openalex.org/W2077553827","https://openalex.org/W2772289118","https://openalex.org/W2775175000","https://openalex.org/W2354113885","https://openalex.org/W2136238146","https://openalex.org/W2977877882","https://openalex.org/W2269355511","https://openalex.org/W2068552192","https://openalex.org/W2111755990"],"abstract_inverted_index":{"In":[0,31],"order":[1],"to":[2,85,96],"provide":[3],"good":[4],"service":[5,15],"and":[6,10,49,56,89,98],"improve":[7,112],"user's":[8,51],"feeling":[9],"degree":[11],"of":[12,24,28],"satisfaction,":[13],"video":[14],"providers":[16],"are":[17,58,68],"now":[18],"interested":[19],"in":[20],"understanding":[21],"the":[22,40,50,63,90,101,107,113],"influence":[23],"attributes":[25,65,88],"on":[26,35],"Quality":[27],"Experience":[29],"(QoE).":[30],"this":[32],"paper,":[33],"based":[34],"IPTV":[36,46],"business,":[37],"we":[38],"study":[39],"relationship":[41],"between":[42],"alarming":[43],"data":[44,54],"from":[45],"set-top":[47],"boxes":[48],"QoE.":[52],"First,":[53],"cleaning":[55],"analysis":[57],"performed.":[59],"After":[60],"these":[61],"procedures,":[62],"important":[64],"influencing":[66],"QoE":[67],"selected.":[69],"Then":[70],"decision":[71],"tree":[72],"is":[73,83,94],"used":[74],"for":[75],"modeling":[76],"dataset.":[77],"Here":[78],"information":[79],"entropy":[80],"minimization":[81],"heuristic":[82],"adopted":[84],"discretize":[86],"continuous-valued":[87],"improved":[91],"C4.5":[92],"algorithm":[93],"designed":[95],"fastly":[97],"accurately":[99],"build":[100],"tree.":[102],"Experimental":[103],"results":[104],"show":[105],"that":[106],"proposed":[108],"scheme":[109],"can":[110],"indeed":[111],"prediction":[114],"accuracy":[115],"when":[116],"compared":[117],"with":[118],"other":[119],"competing":[120],"schemes.":[121]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
