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 …

Sentiment analysis of Twitter data

Y Wang, J Guo, C Yuan, B Li - Applied Sciences, 2022 - mdpi.com
Twitter has become a major social media platform and has attracted considerable interest
among researchers in sentiment analysis. Research into Twitter Sentiment Analysis (TSA) is …

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 …

Over a decade of social opinion mining: a systematic review

K Cortis, B Davis - Artificial intelligence review, 2021 - Springer
Social media popularity and importance is on the increase due to people using it for various
types of social interaction across multiple channels. This systematic review focuses on the …

On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis

J Carvalho, A Plastino - Artificial Intelligence Review, 2021 - Springer
Sentiment analysis of short informal texts, such as tweets, remains a challenging task due to
their particular characteristics. Much effort has been made in the literature of Twitter …

Twitter sentiment analysis for large-scale data: an unsupervised approach

R Pandarachalil, S Sendhilkumar… - Cognitive …, 2015 - Springer
Millions of tweets are generated each day on multifarious issues. Topical diversity in content
demands domain-independent solutions for analysing twitter sentiments. Scalability is …

Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS

P Sasikala, L Mary Immaculate Sheela - Journal of Big Data, 2020 - Springer
A major task that the NLP (Natural Language Processing) has to follow is Sentiments
analysis (SA) or opinions mining (OM). For finding whether the user's attitude is positive …

Big social data analysis

E Cambria, D Rajagopal, D Olsher… - Big data computing, 2013 - api.taylorfrancis.com
As the Web rapidly evolves, Web users too are evolving with it. In an era of social
connectedness, people are becoming increasingly enthusiastic about interacting, sharing …

Large scale implementations for twitter sentiment classification

A Kanavos, N Nodarakis, S Sioutas, A Tsakalidis… - Algorithms, 2017 - mdpi.com
Sentiment Analysis on Twitter Data is indeed a challenging problem due to the nature,
diversity and volume of the data. People tend to express their feelings freely, which makes …

The effects of natural language processing on big data analysis: Sentiment analysis case study

M Khader, A Awajan… - 2018 International Arab …, 2018 - ieeexplore.ieee.org
The social networks are one of the main sources of big data. Continuously, it produce huge
volume of variety types of data at high velocity rates. This huge volume of data contains …