Implicit aspect extraction in sentiment analysis: Review, taxonomy, oppportunities, and open challenges

M Tubishat, N Idris, MAM Abushariah - Information Processing & …, 2018 - Elsevier
Sentiment analysis is a text classification branch, which is defined as the process of
extracting sentiment terms (ie feature/aspect, or opinion) and determining their opinion …

Emotion AI-driven sentiment analysis: A survey, future research directions, and open issues

P Chakriswaran, DR Vincent, K Srinivasan, V Sharma… - Applied Sciences, 2019 - mdpi.com
The essential use of natural language processing is to analyze the sentiment of the author
via the context. This sentiment analysis (SA) is said to determine the exactness of the …

[图书][B] Sentiment analysis: Mining opinions, sentiments, and emotions

B Liu - 2020 - books.google.com
Sentiment analysis is the computational study of people's opinions, sentiments, emotions,
moods, and attitudes. This fascinating problem offers numerous research challenges, but …

Aspect extraction in sentiment analysis: comparative analysis and survey

TA Rana, YN Cheah - Artificial Intelligence Review, 2016 - Springer
Sentiment analysis (SA) has become one of the most active and progressively popular areas
in information retrieval and text mining due to the expansion of the World Wide Web (WWW) …

A model for sentiment and emotion analysis of unstructured social media text

JK Rout, KKR Choo, AK Dash, S Bakshi… - Electronic Commerce …, 2018 - Springer
Sentiment analysis has applications in diverse contexts such as in the gathering and
analysis of opinions of individuals about various products, issues, social, and political …

Aspect and entity extraction for opinion mining

L Zhang, B Liu - Data mining and knowledge discovery for big data …, 2014 - Springer
Opinion mining or sentiment analysis is the computational study of people's opinions,
appraisals, attitudes, and emotions toward entities such as products, services, organizations …

Evaluative language beyond bags of words: Linguistic insights and computational applications

F Benamara, M Taboada, Y Mathieu - Computational Linguistics, 2017 - direct.mit.edu
The study of evaluation, affect, and subjectivity is a multidisciplinary enterprise, including
sociology, psychology, economics, linguistics, and computer science. A number of excellent …

Deep learning for automated sentiment analysis of social media

LC Cheng, SL Tsai - Proceedings of the 2019 IEEE/ACM international …, 2019 - dl.acm.org
The spread of information on Facebook and Twitter is much more efficient than on traditional
social media platforms. For word-of-mouth (WOM) marketing, social media have become a …

A segmented machine learning modeling approach of social media for predicting occupancy

A Ampountolas, MP Legg - International Journal of Contemporary …, 2021 - emerald.com
Purpose This study aims to predict hotel demand through text analysis by investigating
keyword series to increase demand predictions' precision. To do so, this paper presents a …

Discovering coherent topics using general knowledge

Z Chen, A Mukherjee, B Liu, M Hsu… - Proceedings of the …, 2013 - dl.acm.org
Topic models have been widely used to discover latent topics in text documents. However,
they may produce topics that are not interpretable for an application. Researchers have …