The emergence of social media data and sentiment analysis in election prediction

P Chauhan, N Sharma, G Sikka - Journal of Ambient Intelligence and …, 2021 - Springer
This work presents and assesses the power of various volumetric, sentiment, and social
network approaches to predict crucial decisions from online social media platforms. The …

Social media analyses for social measurement

MF Schober, J Pasek, L Guggenheim… - Public opinion …, 2016 - academic.oup.com
Demonstrations that analyses of social media content can align with measurement from
sample surveys have raised the question of whether survey research can be supplemented …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

Enhancing the government accounting information systems using social media information: An application of text mining and machine learning

HK Duan, MA Vasarhelyi, M Codesso… - International Journal of …, 2023 - Elsevier
This study demonstrates a way of bringing an innovative data source, social media
information, to the government accounting information systems to support accountability to …

A meta-analysis of state-of-the-art electoral prediction from Twitter data

D Gayo-Avello - Social Science Computer Review, 2013 - journals.sagepub.com
Electoral prediction from Twitter data is an appealing research topic. It seems relatively
straightforward and the prevailing view is overly optimistic. This is problematic because …

The power of prediction with social media

H Schoen, D Gayo-Avello, P Takis Metaxas… - Internet …, 2013 - emerald.com
Purpose–Social media provide an impressive amount of data about users and their
interactions, thereby offering computer and social scientists, economists, and statisticians …

A novel adaptable approach for sentiment analysis on big social data

I El Alaoui, Y Gahi, R Messoussi, Y Chaabi… - Journal of Big Data, 2018 - Springer
Gathering public opinion by analyzing big social data has attracted wide attention due to its
interactive and real time nature. For this, recent studies have relied on both social media and …

Extraction of emotions from multilingual text using intelligent text processing and computational linguistics

VK Jain, S Kumar, SL Fernandes - Journal of computational science, 2017 - Elsevier
Abstract Extraction of Emotions from Multilingual Text posted on social media by different
categories of users is one of the crucial tasks in the field of opining mining and sentiment …

Validation of Twitter opinion trends with national polling aggregates: Hillary Clinton vs Donald Trump

A Bovet, F Morone, HA Makse - Scientific reports, 2018 - nature.com
Measuring and forecasting opinion trends from real-time social media is a long-standing
goal of big-data analytics. Despite the large amount of work addressing this question, there …

Online and social media data as an imperfect continuous panel survey

F Diaz, M Gamon, JM Hofman, E Kıcıman… - PloS one, 2016 - journals.plos.org
There is a large body of research on utilizing online activity as a survey of political opinion to
predict real world election outcomes. There is considerably less work, however, on using …