{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:13:01Z","timestamp":1787011981839,"version":"3.56.0"},"reference-count":97,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3464091","type":"journal-article","created":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T13:28:57Z","timestamp":1726752537000},"page":"141932-141951","source":"Crossref","is-referenced-by-count":24,"title":["Enhanced Aquila Optimizer Combined Ensemble Bi-LSTM-GRU With Fuzzy Emotion Extractor for Tweet Sentiment Analysis and Classification"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7376-4787","authenticated-orcid":false,"given":"A.","family":"Sherin","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Hindusthan College of Engineering and Technology, Coimbatore, Tamil Nadu, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0842-373X","authenticated-orcid":false,"given":"I.","family":"Jasmine Selvakumari Jeya","sequence":"additional","affiliation":[{"name":"School of Computing Science and Engineering, VIT Bhopal University, Sehore, Madhya Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2150-5051","authenticated-orcid":false,"given":"S. N.","family":"Deepa","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, National Institute of Technology Calicut, Calicut, Kerala, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"8","article-title":"What is Twitter?","volume-title":"Twitter: Social Communication in the Twitter Age","author":"Murthy","year":"2018"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2024288.2024326"},{"key":"ref3","first-page":"29","article-title":"Twitter and society: An introduction","volume-title":"Twitter and Society, Digital Formations","volume":"89","author":"Weller","year":"2014"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1108\/JD-03-2012-0027"},{"key":"ref5","volume-title":"X\/Twitter: Number of Users Worldwide 2024 | Statista","author":"Dixon","year":"2023"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-016-0327-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3185045"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2938640"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3991\/ijet.v15i15.14467"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CCAA.2016.7813707"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.26599\/bdma.2019.9020002"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.35940\/ijitee.a5320.119119"},{"issue":"12","key":"ref13","first-page":"1134","article-title":"Delving the sentiments to track emotions in gender issues: A plutchik-based sentiment analysis in students\u2019 learning diaries","volume":"8","author":"Trece\u00f1e","year":"2019","journal-title":"Int. J. Sci. Technol. Res."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-019-0196-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3233\/jifs-179882"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-48849-9_10"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.23919\/INDIACom49435.2020.9083693"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2019.07.004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.01.059"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IC2IE50715.2020.9274600"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.icte.2020.07.003"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph18136981"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/int.22575"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-022-10025-3"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CCET56606.2022.10079995"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18280\/isi.270111"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-021-00579-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2022.852242"},{"issue":"4","key":"ref29","first-page":"563","article-title":"Attention-emotion-embedding BiLSTM-GRU network-based sentiment analysis","volume":"11","author":"Kabra","year":"2023","journal-title":"J. Integr. Sci. Technol."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15150-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-14885-1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2023.102220"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122289"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0029-9_26"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.2174\/2210327910999200528114552"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1142\/S0219649220400183"},{"issue":"5","key":"ref37","first-page":"2654","article-title":"Social-media sentimental analysis using machine learning","volume":"29","author":"Manoj","year":"2020","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106443"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-10190-3"},{"issue":"2","key":"ref40","first-page":"202","article-title":"Text sentiment analysis combining hybrid neural network and conditional random field","volume":"16","author":"Zhai","year":"2021","journal-title":"CAAI Trans. Intell. Syst."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ESCI50559.2021.9396925"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1982\/1\/012052"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2022.0130669"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488522400037"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.7683"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-023-04643-4"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1509"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15213-3"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.chbr.2023.100328"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-34750-4_10"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0252-x"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2966726"},{"issue":"7","key":"ref53","first-page":"3775","article-title":"A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations","volume":"9","author":"Islam","year":"2020","journal-title":"Compusoft"},{"issue":"3","key":"ref54","first-page":"3240","article-title":"Optimization based fuzzy deep learning classification for sentiment analysis","volume":"9","author":"Uma","year":"2020","journal-title":"Int. J. Sci. Technol. Res."},{"issue":"5","key":"ref55","first-page":"2916","article-title":"Deep learning based long short term memory model for emotions with intensity level sentiment classification for Twitter texts","volume":"29","author":"Ganesh","year":"2020","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/info11050280"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.18421\/TEM94-44"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065721500465"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.46481\/jnsps.2021.308"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00523-w"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-0840-8_63"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/s22103637"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.3390\/s22124419"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.4018\/ijitsa.324100"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.12785\/ijcds\/140171"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2022.3221683"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.37934\/araset.32.1.272289"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2023.08.062"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12194125"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15438-2"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00781-w"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s40998-023-00626-5"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.11591\/ijai.v12.i4.pp1995-2010"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2982538"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2900335"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3030642"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3320738"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2878425"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3259107"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2963702"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2990306"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3056664"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.08.005"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2018.12.029"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.08.044"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2958702"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3118961"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2969854"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107250"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3144431"},{"issue":"12","key":"ref91","first-page":"2009","article-title":"Twitter sentiment classification using distant supervision","volume":"1","author":"Go","year":"2009","journal-title":"Stanford"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2017.45"},{"key":"ref93","volume-title":"Airline Twitter Sentiment Dataset","year":"2019"},{"key":"ref94","first-page":"171","article-title":"Critical values and probability levels for the Wilcoxon rank sum test and the Wilcoxon signed rank test","volume-title":"Selected Tables in Mathematical Statistics","volume":"1","author":"Wilcoxon","year":"1970"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4780040112"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-024-09360-4"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1007\/s00354-023-00227-0"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10684171.pdf?arnumber=10684171","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T09:40:05Z","timestamp":1728553205000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10684171\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":97,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3464091","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}