A survey of sentiment analysis in social media

L Yue, W Chen, X Li, W Zuo, M Yin - Knowledge and Information Systems, 2019 - Springer
Sentiments or opinions from social media provide the most up-to-date and inclusive
information, due to the proliferation of social media and the low barrier for posting the …

KnowMIS-ABSA: an overview and a reference model for applications of sentiment analysis and aspect-based sentiment analysis

G D'Aniello, M Gaeta, I La Rocca - Artificial Intelligence Review, 2022 - Springer
The analysis of the opinions of customers and users has been always of great interest in
supporting decision-making in many fields, especially in marketing. Sentiment analysis (SA) …

[KSIĄŻKA][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …

[KSIĄŻKA][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 …

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 …

[PDF][PDF] Exploiting domain knowledge in aspect extraction

Z Chen, A Mukherjee, B Liu, M Hsu… - Proceedings of the …, 2013 - aclanthology.org
Aspect extraction is one of the key tasks in sentiment analysis. In recent years, statistical
models have been used for the task. However, such models without any domain knowledge …

Domain adaptation using domain similarity-and domain complexity-based instance selection for cross-domain sentiment analysis

R Remus - 2012 IEEE 12th international conference on data …, 2012 - ieeexplore.ieee.org
We propose an approach to domain adaptation that selects instances from a source domain
training set, which are most similar to a target domain. The factor by which the original …

Relational features in fine-grained opinion analysis

R Johansson, A Moschitti - Computational Linguistics, 2013 - direct.mit.edu
Fine-grained opinion analysis methods often make use of linguistic features but typically do
not take the interaction between opinions into account. This article describes a set of …

[PDF][PDF] Syntactic and semantic structure for opinion expression detection

R Johansson, A Moschitti - Proceedings of the Fourteenth …, 2010 - aclanthology.org
We demonstrate that relational features derived from dependency-syntactic and semantic
role structures are useful for the task of detecting opinionated expressions in natural …

Aspect-oriented sentiment analysis of customer reviews using distant supervision techniques

J Broß - 2013 - refubium.fu-berlin.de
Kundenrezensionen im Internet spielen heutzutage eine wichtige Rolle bei unseren
alltäglichen Kaufentscheidungen. Ebenso sind die unzähligen Produktbewertungen von …