{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T16:40:18Z","timestamp":1774456818352,"version":"3.50.1"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Research, Development and Innovation Office (NKFIH), Hungary","award":["BME IE-NAT TKP2020"],"award-info":[{"award-number":["BME IE-NAT TKP2020"]}]},{"name":"Administrative Department of Science, Technology, and Innovation of Colombia (MINCIENCIAS) through the Scholarship Granted in the Call for National Doctorates","award":["727-2015"],"award-info":[{"award-number":["727-2015"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3037971","type":"journal-article","created":{"date-parts":[[2020,11,13]],"date-time":"2020-11-13T21:18:43Z","timestamp":1605302323000},"page":"207426-207442","source":"Crossref","is-referenced-by-count":29,"title":["Smart User Consumption Profiling: Incremental Learning-Based OTT Service Degradation"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8356-5805","authenticated-orcid":false,"given":"Juan Sebastian","family":"Rojas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4511-8267","authenticated-orcid":false,"given":"Adrian","family":"Pekar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2935-7316","authenticated-orcid":false,"given":"Alvaro","family":"Rendon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5608-9097","authenticated-orcid":false,"given":"Juan Carlos","family":"Corrales","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09734-3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2019.8832774"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref32","author":"upton","year":"1996","journal-title":"Understanding Statistics Illustrated"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-97864-2_2"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICNAS.2019.8807822"},{"key":"ref37","article-title":"A survey on incremental learning","author":"zhong","year":"0"},{"key":"ref36","first-page":"88","article-title":"A survey on supervised classification on data streams","author":"lemaire","year":"2014","journal-title":"Proc 4th Eur Bus Intell Summer School (eBISS)"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"119","DOI":"10.5121\/ijdkp.2013.3408","article-title":"Methods for incremental learning: A survey","volume":"3","author":"ade","year":"2013","journal-title":"International Journal of Data Mining & Knowledge Management Process"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.5121\/ijdkp.2012.2504"},{"key":"ref28","author":"aouini","year":"2020"},{"key":"ref27","author":"pekar","year":"2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v061.i06"},{"key":"ref2","article-title":"Data caps and two-sided pricing: Evaluating managed service business models","author":"kr\u00e4mer","year":"0"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7552(95)00096-1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2938248"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2321898"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2019.00006"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/863955.863957"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2014.11.001"},{"key":"ref26","author":"rojas","year":"2020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3138808.3138810"},{"key":"ref50","article-title":"Evaluating and characterizing incremental learning from non-stationary data","author":"cervantes","year":"2018","journal-title":"arXiv 1806 06610"},{"key":"ref51","author":"powers","year":"2007","journal-title":"Evaluation From Precision Recall and F-factor to Roc Informedness Markedness & Correlation"},{"key":"ref58","year":"2020","journal-title":"User OTT Consumption Profile—2019"},{"key":"ref57","year":"2020","journal-title":"Labeled Network Traffic Flows—141 Applications"},{"key":"ref56","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802549278"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1504\/IJDMMM.2015.073865"},{"key":"ref53","year":"2020","journal-title":"Scikit-Multiflow’s Documentation"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.2307\/3315487"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/WKDD.2009.79"},{"key":"ref40","first-page":"1","article-title":"Scikit-multiflow: A multi-output streaming framework","volume":"19","author":"montiel","year":"2018","journal-title":"J Mach Learn Res"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC.2019.8801956"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CompComm.2016.7925139"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-95168-3_37"},{"key":"ref14","year":"2020","journal-title":"Policy and charging control framework for the 5G System"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14236\/ewic\/EASE2008.8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICDSE.2016.7823965"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7249265"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2016.0052"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ISCISC.2018.8546856"},{"key":"ref4","article-title":"It could be worse: Data caps around the world","author":"lasar","year":"2011","journal-title":"ARS Technica"},{"key":"ref3","author":"wortham","year":"2011","journal-title":"As mobile networks speed up data gets capped"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702218"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"3021","DOI":"10.1145\/2207676.2208714","article-title":"You’Re capped: Understanding the effects of bandwidth caps on broadband use in the home","author":"chetty","year":"2012","journal-title":"Proc SIGCHI Conf Hum Factors Comput Syst"},{"key":"ref8","article-title":"Effects of OTT services on consumer’s willingness to pay for optical fiber broadband connection in Thailand","author":"sudtasan","year":"0"},{"key":"ref7","year":"2013","journal-title":"Quality of Service (QoS) and Policy Management in Mobile Data Networks"},{"key":"ref49","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/GUCON.2018.8674974"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15880-3_15"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1987.1165576"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/5326.983933"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-019-00203-y"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2005.1571498"},{"key":"ref43","first-page":"1601","article-title":"MOA: Massive online analysis","volume":"11","author":"bifet","year":"2010","journal-title":"J Mach Learn Res"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09258898.pdf?arnumber=9258898","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T15:56:56Z","timestamp":1642003016000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9258898\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3037971","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}