{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:44:38Z","timestamp":1774539878553,"version":"3.50.1"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T00:00:00Z","timestamp":1716249600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T00:00:00Z","timestamp":1716249600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002385","name":"Ministry of Higher Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002385","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,5,21]]},"DOI":"10.1109\/isivc61350.2024.10577911","type":"proceedings-article","created":{"date-parts":[[2024,7,4]],"date-time":"2024-07-04T13:28:23Z","timestamp":1720099703000},"page":"1-5","source":"Crossref","is-referenced-by-count":3,"title":["Deep Reinforcement Learning-Based Early Prediction for Arabic Sentiment Analysis"],"prefix":"10.1109","author":[{"given":"Mohamed","family":"Zouidine","sequence":"first","affiliation":[{"name":"Hassan II University of Casablanca,LMCSA, FSTM,Casablanca,Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hicham","family":"Hammouchi","sequence":"additional","affiliation":[{"name":"International University of Rabat,TICLab, CEA,Sal&#x00E9;,Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Khalil","sequence":"additional","affiliation":[{"name":"Hassan II University of Casablanca,LMCSA, FSTM,Casablanca,Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/0165551519865488"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00051"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1406.1078"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3314941"},{"key":"ref5","first-page":"2418","article-title":"Word embeddings and convolutional neural network for arabic sentiment classification","volume-title":"COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference:Technical Papers","author":"Dahou"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2020-0021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref8","article-title":"Adam: A method for stochastic optimization","volume-title":"3rd International Conference on Learning Representations, ICLR 2015","author":"Kingma"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32959-4_8"},{"key":"ref10","article-title":"LABR: A large scale arabic book reviews dataset","volume":"abs\/1411.6718","author":"Nabil","year":"2014","journal-title":"CoRR"},{"issue":"1","key":"ref11","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022672621406"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1172"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1253"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/NISS55057.2022.10085147"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC54236.2022.00196"}],"event":{"name":"2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)","location":"Marrakech, Morocco","start":{"date-parts":[[2024,5,21]]},"end":{"date-parts":[[2024,5,23]]}},"container-title":["2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10577657\/10577765\/10577911.pdf?arnumber=10577911","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T17:31:32Z","timestamp":1758043892000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10577911\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,21]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/isivc61350.2024.10577911","relation":{},"subject":[],"published":{"date-parts":[[2024,5,21]]}}}