[HTML][HTML] Sentiment analysis and opinion mining on educational data: A survey

T Shaik, X Tao, C Dann, H Xie, Y Li… - Natural Language …, 2023 - Elsevier
Sentiment analysis AKA opinion mining is one of the most widely used NLP applications to
identify human intentions from their reviews. In the education sector, opinion mining is used …

Lexicon-based vs. Bert-based sentiment analysis: A comparative study in Italian

R Catelli, S Pelosi, M Esposito - Electronics, 2022 - mdpi.com
Recent evolutions in the e-commerce market have led to an increasing importance attributed
by consumers to product reviews made by third parties before proceeding to purchase. The …

Text mining approach to explore dimensions of airline customer satisfaction using online customer reviews

FR Lucini, LM Tonetto, FS Fogliatto… - Journal of Air Transport …, 2020 - Elsevier
The airline industry operates in a highly competitive market, in which achieving and
maintaining a high level of passenger satisfaction is seen as a key competitive advantage …

A survey on opinion mining and sentiment analysis: tasks, approaches and applications

K Ravi, V Ravi - Knowledge-based systems, 2015 - Elsevier
With the advent of Web 2.0, people became more eager to express and share their opinions
on web regarding day-to-day activities and global issues as well. Evolution of social media …

Lexicon-based methods for sentiment analysis

M Taboada, J Brooke, M Tofiloski, K Voll… - Computational …, 2011 - direct.mit.edu
We present a lexicon-based approach to extracting sentiment from text. The Semantic
Orientation CALculator (SO-CAL) uses dictionaries of words annotated with their semantic …

Listen to E-scooter riders: Mining rider satisfaction factors from app store reviews

JJC Aman, J Smith-Colin, W Zhang - Transportation research part D …, 2021 - Elsevier
In this study, app store reviews from two major micromobility companies are investigated
using machine learning techniques to identify the factors that influence rider satisfaction. The …

Opinion mining and sentiment analysis

B Pang, L Lee - Foundations and Trends® in information …, 2008 - nowpublishers.com
An important part of our information-gathering behavior has always been to find out what
other people think. With the growing availability and popularity of opinion-rich resources …

Sentiment analysis: An overview from linguistics

M Taboada - Annual Review of Linguistics, 2016 - annualreviews.org
Sentiment analysis is a growing field at the intersection of linguistics and computer science
that attempts to automatically determine the sentiment contained in text. Sentiment can be …

Ensemble of feature sets and classification algorithms for sentiment classification

R Xia, C Zong, S Li - Information sciences, 2011 - Elsevier
In this paper, we make a comparative study of the effectiveness of ensemble technique for
sentiment classification. The ensemble framework is applied to sentiment classification …

Using sentiment to detect bots on twitter: Are humans more opinionated than bots?

JP Dickerson, V Kagan… - 2014 IEEE/ACM …, 2014 - ieeexplore.ieee.org
In many Twitter applications, developers collect only a limited sample of tweets and a local
portion of the Twitter network. Given such Twitter applications with limited data, how can we …