[PDF][PDF] A review: Text classification on social media data

P Patel, K Mistry - IOSR Journal of Computer Engineering, 2015 - Citeseer
… Abstract: In today’s world most of us depend on Social Media to communicate, express …
Social media data we can classify the type of users by analysis of their posted data on the social

Real-time text classification of user-generated content on social media: Systematic review

D Rogers, A Preece, M Innes… - … on Computational Social …, 2021 - ieeexplore.ieee.org
… 15 types of classification algorithms were included in … social media data for text mining
and traditional text mining techniques are suited to the task of real-time analysis of social media

[HTML][HTML] Comparing automated text classification methods

J Hartmann, J Huppertz, C Schamp… - International Journal of …, 2019 - Elsevier
social media settings, we compare the text classification methods on 41 different social media
… Specifically, we have obtained three sample sizes for nine social media types (500; 1000; …

A text classification framework for simple and effective early depression detection over social media streams

SG Burdisso, M Errecalde… - Expert Systems with …, 2019 - Elsevier
… In the present work we propose a novel text classification model, called SS3, whose goal
is to provide support for incremental classification, early classification and explainability in a …

Medical social media text classification integrating consumer health terminology

K Liu, L Chen - IEEE Access, 2019 - ieeexplore.ieee.org
… in social media texts. In this paper, we proposed a medical social media text classification
(… Classification of text from social media on medical subjects is divided into two sub-tasks: …

Effectiveness of social media text classification by utilizing the online news category

P Jotikabukkana, V Sornlertlamvanich… - 2015 2nd …, 2015 - ieeexplore.ieee.org
… The main challenge is analyzing the social media text. It is the … It is so difficult to do text
classification to group it before … Our experiment, we focus on the Twitter as the social media text

[HTML][HTML] How can we manage offensive text in social media-a text classification approach using LSTM-BOOST

MAH Wadud, MM Kabir, MF Mridha, MA Ali… - International Journal of …, 2022 - Elsevier
… on numerous social media platforms. This paper proposes an offensive text classification
to recognize offensive Bengali texts in various social media platforms. The proposed LSTM-…

Deep learning for real-time social media text classification for situation awareness–using Hurricanes Sandy, Harvey, and Irma as case studies

M Yu, Q Huang, H Qin, C Scheele… - Social Sensing and Big …, 2020 - taylorfrancis.com
social event detection (Chen et al. 2015). In this study, we examine the capability of CNN in
text classification for … review the deep learning technologies, particularly for text classification. …

[HTML][HTML] Short text classification for Arabic social media tweets

SM Alzanin, AM Azmi, HA Aboalsamh - Journal of King Saud University …, 2022 - Elsevier
… are expressing in this social platform. Text classification is the process of assigning one or
more pre-defined categories to text according to its content. Tweets are short, and the short …

[PDF][PDF] Social media text classification under negative covariate shift

G Fei, B Liu - Proceedings of the 2015 conference on empirical …, 2015 - aclanthology.org
… This case occurs frequently in social media data classification as we discussed above.
Second, it proposes a novel CBS space based learning method, CBS-L, which avoids the co…