{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T13:33:30Z","timestamp":1777988010912,"version":"3.51.4"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3064830","type":"journal-article","created":{"date-parts":[[2021,3,9]],"date-time":"2021-03-09T21:29:07Z","timestamp":1615325347000},"page":"41283-41293","source":"Crossref","is-referenced-by-count":112,"title":["A ConvBiLSTM Deep Learning Model-Based Approach for Twitter Sentiment Classification"],"prefix":"10.1109","volume":"9","author":[{"given":"Sakirin","family":"Tam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachid Ben","family":"Said","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"O. Ozgur","family":"Tanriover","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-2037"},{"key":"ref38","article-title":"Word emdeddings through Hellinger PCA","author":"lebret","year":"2013","journal-title":"arXiv 1312 5542"},{"key":"ref33","first-page":"178","article-title":"Bi-directional LSTM with quantum attention mechanism for sentence modelling","author":"niu","year":"2017","journal-title":"Proc 24th Int Conf Neural Inf Process"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.23940\/ijpe.17.05.p20.775782"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09794-5"},{"key":"ref30","author":"chollet","year":"2017","journal-title":"Deep Learning with Python"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref36","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"arXiv 1301 3781 [cs]"},{"key":"ref35","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"arXiv 1310 4546"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref28","first-page":"161","article-title":"Context-based deep semantic sentence retrieval model","volume":"31","author":"fan","year":"2017","journal-title":"Chinese Journal of Information Science"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1108\/EC-07-2018-0299"},{"key":"ref29","author":"simonyan","year":"2014","journal-title":"Two-stream convolutional networks for action recognition in videos"},{"key":"ref2","first-page":"1","volume":"5","author":"liu","year":"2012","journal-title":"Sentiment Analysis and Opinion Mining"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139084789"},{"key":"ref20","first-page":"1","article-title":"Recurrent convolutional neural networks for discourse compositionality","volume":"10","author":"kalchbrenner","year":"2013","journal-title":"Comput Sci"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jnca.2017.03.025","article-title":"Novel unequal clustering routing protocol considering based on network partition & distance for mobile education","volume":"88","author":"liu","year":"2017","journal-title":"J Netw Comput Appl"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.097"},{"key":"ref24","first-page":"29","article-title":"Chinese word segmentation based on bidirectional LSTM neural network model","volume":"32","author":"jin","year":"2018","journal-title":"J Chin Inf"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-017-0878-x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-016-2270-3"},{"key":"ref25","first-page":"374","article-title":"Dimensional speech emotion recognition method based on multi-granularity feature fusion","volume":"33","author":"chen","year":"2017","journal-title":"Signal Process"},{"key":"ref50","first-page":"39","article-title":"A C-LSTM neural network for text classification","volume":"1","author":"zhou","year":"2015","journal-title":"Comput Sci"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.10.065"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2952888"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-020-00162-1"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68121-4_17"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2882878"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1515\/aoa-2015-0021"},{"key":"ref40","author":"fran\u00e7ois","year":"2015","journal-title":"Keras The Python deep learning library"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2017.01.011"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref14","first-page":"2267","article-title":"Recurrent convolutional neural networks for text classification","volume":"333","author":"lai","year":"2015","journal-title":"Proc AAAI"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2909919"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.078"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/0364-0213(90)90002-E"},{"key":"ref18","first-page":"35","article-title":"Review of convolutional neural network","volume":"1","author":"zhou","year":"2017","journal-title":"Chin J Comput"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/S0898-1221(99)00179-0","article-title":"Text emotion analysis based on CNN and BiLSTM network feature fusion","volume":"38","author":"li","year":"2018","journal-title":"Comput Appl"},{"key":"ref4","first-page":"417","article-title":"Thumbs up or thumbs down: Semantic orientation applied to unsupervised classification of reviews","author":"turney","year":"2002","journal-title":"Proc Annual Meeting of the Assoc Computational Linguistics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3115\/1218955.1218990"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SITA.2015.7358435"},{"key":"ref5","year":"2020","journal-title":"Twitter Usage\/Company Facts"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICGI.2017.45"},{"key":"ref7","first-page":"1","article-title":"Sentiment analysis: Mining opinions, sentiments, and emotions","volume":"42","author":"liu","year":"2016","journal-title":"Comput Linguistics"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1150"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT.2013.6726818"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1062"},{"key":"ref48","first-page":"2873","article-title":"Recurrent neural network for text classification with multi-task learning","author":"liu","year":"2016","journal-title":"Proc 25th Int Joint Conf Artif Intell Int Joint Conf Artif Intell"},{"key":"ref47","first-page":"2096","article-title":"Deep recursive neural networks for compositionality in language","author":"irsoy","year":"2014","journal-title":"Proc 28th Annu Conf Neural Inf Process Syst Neural Inf Process Syst Found"},{"key":"ref42","first-page":"151","article-title":"Semi-supervised recursive autoencoders for predicting sentiment distributions","author":"socher pennington","year":"2011","journal-title":"Proc Conf Empirical Methods Natural Lang Process Assoc Comput Linguistics (ACL)"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.02.016"},{"key":"ref44","first-page":"1631","article-title":"Recursive deep models for semantic compositionality over a sentiment tree-bank","author":"socher","year":"2013","journal-title":"Proc Conf Empirical Methods Natural Lang Process Assoc Comput Linguistics (ACL)"},{"key":"ref43","first-page":"1201","article-title":"Semantic compositionality through recursive matrix-vector spaces","author":"socher","year":"2012","journal-title":"Proc Joint Conf Empirical Methods Natural Lang Process Comput Natural Lang Learn Assoc Comput Linguistics (ACL)"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09373371.pdf?arnumber=9373371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:54:32Z","timestamp":1639770872000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9373371\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3064830","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}