Like it or not: A survey of twitter sentiment analysis methods

A Giachanou, F Crestani - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Sentiment analysis in Twitter is a field that has recently attracted research interest. Twitter is
one of the most popular microblog platforms on which users can publish their thoughts and …

Multimodal sentimental analysis for social media applications: A comprehensive review

G Chandrasekaran, TN Nguyen… - … Reviews: Data Mining …, 2021 - Wiley Online Library
The analysis of sentiments is essential in identifying and classifying opinions regarding a
source material that is, a product or service. The analysis of these sentiments finds a variety …

Kuisail at semeval-2020 task 12: Bert-cnn for offensive speech identification in social media

A Safaya, M Abdullatif, D Yuret - arxiv preprint arxiv:2007.13184, 2020 - arxiv.org
In this paper, we describe our approach to utilize pre-trained BERT models with
Convolutional Neural Networks for sub-task A of the Multilingual Offensive Language …

Transformer based deep intelligent contextual embedding for twitter sentiment analysis

U Naseem, I Razzak, K Musial, M Imran - Future Generation Computer …, 2020 - Elsevier
Along with the emergence of the Internet, the rapid development of handheld devices has
democratized content creation due to the extensive use of social media and has resulted in …

Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews

Y Zhao, X Xu, M Wang - International journal of hospitality management, 2019 - Elsevier
Customer online reviews of hotels have significant business value in the e-commerce and
big data era. Online textual reviews have an open-structured form, and the technical side …

Deep convolution neural networks for twitter sentiment analysis

Z Jianqiang, G **aolin, Z Xuejun - IEEE access, 2018 - ieeexplore.ieee.org
Twitter sentiment analysis technology provides the methods to survey public emotion about
the events or products related to them. Most of the current researches are focusing on …

Creating value from social big data: Implications for smart tourism destinations

P Del Vecchio, G Mele, V Ndou, G Secundo - Information processing & …, 2018 - Elsevier
This paper aims to demonstrate how the huge amount of Social Big Data available from
tourists can nurture the value creation process for a Smart Tourism Destination. Applying a …

A survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

Social media user behavior analysis applied to the fashion and apparel industry in the big data era

Z Xue, Q Li, X Zeng - Journal of Retailing and Consumer Services, 2023 - Elsevier
With the rapid development of the Internet and new media, the enormous data from social
media and other public platforms have attracted increasing attention to user behavior …

Sentiment analysis leveraging emotions and word embeddings

M Giatsoglou, MG Vozalis, K Diamantaras… - Expert Systems with …, 2017 - Elsevier
Sentiment analysis and opinion mining are valuable for extraction of useful subjective
information out of text documents. These tasks have become of great importance, especially …