{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T17:58:39Z","timestamp":1777658319386,"version":"3.51.4"},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.23919\/itu-wt.2018.8598032","type":"proceedings-article","created":{"date-parts":[[2019,1,3]],"date-time":"2019-01-03T18:09:48Z","timestamp":1546538988000},"page":"1-8","source":"Crossref","is-referenced-by-count":7,"title":["A Machine Learning Management Model for QoE Enhancement in Next-Generation Wireless Ecosystems"],"prefix":"10.23919","author":[{"given":"Eva","family":"Ibarrola","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Davis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Camille","family":"Voisin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ciara","family":"Close","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leire","family":"Cristobo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"200","article-title":"Survey on machine learning-based QoE-QoS correlation models","author":"aroussi","year":"2014","journal-title":"International Conference on Computing Management and Telecommunications (ComManTel)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500356WC"},{"key":"ref12","year":"2018","journal-title":"Draft new Recommendation Y IMT2020-qos-fr QoS support framework architecture for IMT-2020 networks"},{"key":"ref13","article-title":"Framework and methodologies for the determination and application of QoS parameters","year":"2007","journal-title":"Geneva"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6710083"},{"key":"ref15","year":"2006","journal-title":"Business Oriented Key Performance Indicators for Management of Networks and Services"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1023663.1023706"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WIOPT.2005.5"},{"key":"ref4","article-title":"Requirements of machine learning based QoS assurance for IMT-2020 networks","year":"2018","journal-title":"Geneva"},{"key":"ref3","article-title":"Terms and definitions for IMT-2020 network","year":"2017","journal-title":"Geneva"},{"key":"ref6","article-title":"Quality of service aspects for popular services in mobile networks","year":"2014","journal-title":"Geneva"},{"key":"ref5","year":"2017","journal-title":"Focus Group on Machine Learning for Future Networks including 5G"},{"key":"ref8","article-title":"Communications quality of service: A framework and definitions","year":"2001","journal-title":"Geneva"},{"key":"ref7","year":"2018","journal-title":"Draft new Recommendation ITU-T G QoE-5G &#x201D;QoE factors for new services in 5G network"},{"key":"ref2","first-page":"1","article-title":"5G: a new era of wireless communication","author":"kaur","year":"2018","journal-title":"International Journal of Information Technology"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600262"},{"key":"ref9","first-page":"79","article-title":"Framework for modelling mobile network quality of experience through big data analytics approach","volume":"17","author":"yusuf-asaju","year":"2018","journal-title":"Journal of Information and Communication Technology (JICT)"}],"event":{"name":"2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K)","location":"Santa Fe","start":{"date-parts":[[2018,11,26]]},"end":{"date-parts":[[2018,11,28]]}},"container-title":["2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8592608\/8597596\/08598032.pdf?arnumber=8598032","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T19:26:28Z","timestamp":1643138788000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8598032\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":17,"URL":"https:\/\/doi.org\/10.23919\/itu-wt.2018.8598032","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}