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• W4367627723 startingPage "236" @default.
• W4367627723 abstract "Machine-learning-based text classification is one of the leading research areas and has a wide range of applications, which include spam detection, hate speech identification, reviews, rating summarization, sentiment analysis, and topic modelling. Widely used machine-learning-based research differs in terms of the datasets, training methods, performance evaluation, and comparison methods used. In this paper, we surveyed 224 papers published between 2003 and 2022 that employed machine learning for text classification. The Preferred Reporting Items for Systematic Reviews (PRISMA) statement is used as the guidelines for the systematic review process. The comprehensive differences in the literature are analyzed in terms of six aspects: datasets, machine learning models, best accuracy, performance evaluation metrics, training and testing splitting methods, and comparisons among machine learning models. Furthermore, we highlight the limitations and research gaps in the literature. Although the research works included in the survey perform well in terms of text classification, improvement is required in many areas. We believe that this survey paper will be useful for researchers in the field of text classification." @default.
• W4367627723 created "2023-05-02" @default.
• W4367627723 creator A5002183673 @default.
• W4367627723 creator A5042653526 @default.
• W4367627723 creator A5058425001 @default.
• W4367627723 date "2023-04-29" @default.
• W4367627723 modified "2023-09-29" @default.
• W4367627723 title "Twenty Years of Machine-Learning-Based Text Classification: A Systematic Review" @default.
• W4367627723 cites W1560851690 @default.
• W4367627723 cites W1855811457 @default.
• W4367627723 cites W1960685374 @default.
• W4367627723 cites W1967314128 @default.
• W4367627723 cites W1980229662 @default.
• W4367627723 cites W1990392005 @default.
• W4367627723 cites W1991199867 @default.
• W4367627723 cites W1991605331 @default.
• W4367627723 cites W1992492534 @default.
• W4367627723 cites W1993108184 @default.
• W4367627723 cites W2007627477 @default.
• W4367627723 cites W2008638605 @default.
• W4367627723 cites W2010543449 @default.
• W4367627723 cites W2025679133 @default.
• W4367627723 cites W2026607267 @default.
• W4367627723 cites W2026872460 @default.
• W4367627723 cites W2057455558 @default.
• W4367627723 cites W2064580901 @default.
• W4367627723 cites W2064587498 @default.
• W4367627723 cites W2094643277 @default.
• W4367627723 cites W2108564850 @default.
• W4367627723 cites W2112119668 @default.
• W4367627723 cites W2114048520 @default.
• W4367627723 cites W2114080886 @default.
• W4367627723 cites W2115477592 @default.
• W4367627723 cites W2118020653 @default.
• W4367627723 cites W2133726535 @default.
• W4367627723 cites W2134090438 @default.
• W4367627723 cites W2145252566 @default.
• W4367627723 cites W2145955806 @default.
• W4367627723 cites W2156465113 @default.
• W4367627723 cites W2161374186 @default.
• W4367627723 cites W2164967910 @default.
• W4367627723 cites W2189255847 @default.
• W4367627723 cites W2317515691 @default.
• W4367627723 cites W2358897293 @default.
• W4367627723 cites W2412830130 @default.
• W4367627723 cites W2413329758 @default.
• W4367627723 cites W2493916176 @default.
• W4367627723 cites W2509798479 @default.
• W4367627723 cites W2540977243 @default.
• W4367627723 cites W2545410393 @default.
• W4367627723 cites W2550568647 @default.
• W4367627723 cites W2558223934 @default.
• W4367627723 cites W2588482014 @default.
• W4367627723 cites W2591102410 @default.
• W4367627723 cites W2591922431 @default.
• W4367627723 cites W2595321735 @default.
• W4367627723 cites W2597485909 @default.
• W4367627723 cites W2603530161 @default.
• W4367627723 cites W2611929813 @default.
• W4367627723 cites W2729098382 @default.
• W4367627723 cites W2742408064 @default.
• W4367627723 cites W2751437889 @default.
• W4367627723 cites W2759968762 @default.
• W4367627723 cites W2795300694 @default.
• W4367627723 cites W2800649250 @default.
• W4367627723 cites W2802787326 @default.
• W4367627723 cites W2803237632 @default.
• W4367627723 cites W2884503196 @default.
• W4367627723 cites W2891768540 @default.
• W4367627723 cites W2898339904 @default.
• W4367627723 cites W2900743892 @default.
• W4367627723 cites W2908092214 @default.
• W4367627723 cites W2913351023 @default.
• W4367627723 cites W2919466488 @default.
• W4367627723 cites W2934798344 @default.
• W4367627723 cites W2943038294 @default.
• W4367627723 cites W2962739339 @default.
• W4367627723 cites W2962839482 @default.
• W4367627723 cites W2963910295 @default.
• W4367627723 cites W2967475656 @default.
• W4367627723 cites W2972351145 @default.
• W4367627723 cites W2972715831 @default.
• W4367627723 cites W2974335209 @default.
• W4367627723 cites W2976395159 @default.
• W4367627723 cites W2977542692 @default.
• W4367627723 cites W3007497615 @default.
• W4367627723 cites W3008993296 @default.
• W4367627723 cites W3009371196 @default.
• W4367627723 cites W3013658006 @default.
• W4367627723 cites W3018312910 @default.
• W4367627723 cites W3021669159 @default.
• W4367627723 cites W3025887701 @default.
• W4367627723 cites W3036568251 @default.
• W4367627723 cites W3043010374 @default.
• W4367627723 cites W3044807520 @default.
• W4367627723 cites W3072297155 @default.
• W4367627723 cites W3081427626 @default.
• W4367627723 cites W3087484287 @default.

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