{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T23:09:46Z","timestamp":1768432186022,"version":"3.49.0"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031184604","type":"print"},{"value":"9783031184611","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-18461-1_16","type":"book-chapter","created":{"date-parts":[[2022,10,12]],"date-time":"2022-10-12T07:15:14Z","timestamp":1665558914000},"page":"248-259","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["AI-Based QOS\/QOE Framework for Multimedia Systems"],"prefix":"10.1007","author":[{"given":"Laeticia Nneka","family":"Onyejegbu","sequence":"first","affiliation":[]},{"given":"Ugochi Adaku","family":"Okengwu","sequence":"additional","affiliation":[]},{"given":"Linda Uchenna","family":"Oghenekaro","sequence":"additional","affiliation":[]},{"given":"Martha Ozohu","family":"Musa","sequence":"additional","affiliation":[]},{"given":"Augustine Obolor","family":"Ugbari","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,10,13]]},"reference":[{"key":"16_CR1","unstructured":"Khalifeh, A., Gholamhosseinian, A., Hajibagher, N.Z.: QOS for multimedia applications with emphasize on video conferencing. Modern Communication System and Networks. Halmstad University (2011)"},{"issue":"1","key":"16_CR2","first-page":"123","volume":"19","author":"L Caslay","year":"2012","unstructured":"Caslay, L., Zagar, D., Job, J.: Implementation of basic Qos mechanisms on videoconferencing network model. Techn. Gazette 19(1), 123\u2013130 (2012)","journal-title":"Techn. Gazette"},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Debajyoti, P., Vajirasak, V.: Effect of network QoS on user QoE for a mobile video streaming service using H.265\/VP9 codec. In: Procedia of Computer Science 8th International Conference on Advances in Information Technology, IAIT, Macau, China, vol. 111, pp. 214\u2013222 (2017)","DOI":"10.1016\/j.procs.2017.06.056"},{"key":"16_CR4","series-title":"Lecture Notes in Networks and Systems","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1007\/978-3-030-24986-1_34","volume-title":"Advanced Technologies, Systems, and Applications IV - Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT 2019)","author":"J Barakovi\u0107 Husi\u0107","year":"2020","unstructured":"Barakovi\u0107 Husi\u0107, J., Barakovi\u0107, S., Osmanovi\u0107, I.: Subjective and objective QoE measurement for H.265\/HEVC video streaming over LTE. In: Avdakovi\u0107, S., Muj\u010di\u0107, A., Mujezinovi\u0107, A., Uzunovi\u0107, T., Voli\u0107, I. (eds.) IAT 2019. LNNS, vol. 83, pp. 428\u2013441. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-24986-1_34"},{"key":"16_CR5","unstructured":"Javier, L., Nieto, A.: Security and QoS Tradeoffs: towards a FI perspective (2014)"},{"key":"16_CR6","unstructured":"Jia, K., Guo, Y., Chen, Y., Zhao, Y.:Measuring and predicting quality of experience of DASH-based video streaming over LTE. In: 19th International Symposium on Wireless Personal Multimedia Communications (2016)"},{"key":"16_CR7","unstructured":"Khokhar, M.J.: Modelling quality of experience of internet video streaming by controlled experimentation and machine learning. Networking and Internet Architecture. Publisher Hal (2020)"},{"issue":"1","key":"16_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13638-018-1180-8","volume":"2018","author":"Q Wang","year":"2018","unstructured":"Wang, Q., Dai, H.-N., Wu, D., Xiao, H.: Data analysis on video streaming QoE over mobile networks. EURASIP J. Wirel. Commun. Netw. 2018(1), 1 (2018). https:\/\/doi.org\/10.1186\/s13638-018-1180-8","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Rana, F., Ghani1, A., Sufiuh, A.: Quality of experience metric of streaming video: a survey. Iraqi J. Sci. 59(3), 1531\u20131537 (2018)","DOI":"10.24996\/ijs.2018.59.3B.19"},{"key":"16_CR10","doi-asserted-by":"crossref","unstructured":"Tarik, G., HadiLarijania, O., Ali, S.: QoE-aware optimization of video stream downlink scheduling over LTE networks using RNNs and genetic algorithm. Proc. Comput. Sci. 94, 232 \u2013 239 (2016). 11th International Conference on Future Networks and Communications","DOI":"10.1016\/j.procs.2016.08.036"},{"key":"16_CR11","unstructured":"Tarik, B., Barakovic, S., Jasmina, B.: Machine learning-based QoE prediction for video streaming over LTE network. In: 17th International Symposium Infoteh-Jahorina (2018)"},{"key":"16_CR12","unstructured":"Vadivelu, S.: Evaluating the quality of service in VIOP and comparing various encoding techniques. Msc thesis. University of Bedfordshire (2011)"}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of the Future Technologies Conference (FTC) 2022, Volume 1"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-18461-1_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,12]],"date-time":"2022-10-12T07:21:20Z","timestamp":1665559280000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-18461-1_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,13]]},"ISBN":["9783031184604","9783031184611"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-18461-1_16","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,13]]},"assertion":[{"value":"13 October 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"FTC 2022","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Proceedings of the Future Technologies Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vancouver, BC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 October 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 October 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ftc2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/saiconference.com\/FTC","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}