[PDF][PDF] Multilingual Sentiment Analysis: A Systematic Literature Review.

NAS Abdullah, NIA Rusli - Pertanika Journal of Science & …, 2021 - pertanika2.upm.edu.my
With the explosive growth of social media, the online community can freely express their
opinions without disclosing their identities. People with hidden agendas can easily post fake …

[PDF][PDF] Building sentiment lexicons for all major languages

Y Chen, S Skiena - Proceedings of the 52nd Annual Meeting of the …, 2014 - aclanthology.org
Sentiment analysis in a multilingual world remains a challenging problem, because
develo** language-specific sentiment lexicons is an extremely resourceintensive process …

An adaptable fine-grained sentiment analysis for summarization of multiple short online reviews

RK Amplayo, M Song - Data & Knowledge Engineering, 2017 - Elsevier
In this study, we present a novel method in generating summaries of multiple online reviews
using a fine-grained sentiment extraction model for short texts, which is adaptable to …

Star ratings versus sentiment analysis--a comparison of explicit and implicit measures of opinions

P Lak, O Turetken - 2014 47th Hawaii international conference …, 2014 - ieeexplore.ieee.org
A typical trade-off in decision making is between the cost of acquiring information and the
decline in decision quality caused by insufficient information. Consumers regularly face this …

A multi-task neural network for multilingual sentiment classification and language detection on twitter

J Wehrmann, WE Becker, RC Barros - Proceedings of the 33rd Annual …, 2018 - dl.acm.org
In this paper, we propose a novel approach for classifying both the sentiment and the
language of tweets. Our proposed architecture comprises a convolutional neural network …

Clustering word embeddings with self-organizing maps. application on laroseda--a large romanian sentiment data set

AM Tache, M Gaman, RT Ionescu - arxiv preprint arxiv:2101.04197, 2021 - arxiv.org
Romanian is one of the understudied languages in computational linguistics, with few
resources available for the development of natural language processing tools. In this paper …

The impact of sentiment analysis output on decision outcomes: An empirical evaluation

P Lak, O Turetken - AIS Transactions on Human-Computer …, 2017 - aisel.aisnet.org
User-generated online content serves as a source of product-and service-related
information that reduces the uncertainty in consumer decision making, yet the abundance of …

Exploration of sentiment analysis techniques on a multilingual dataset dealing with Tamil-English reviews

M Sangeetha, K Nimala - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Multilingualism is the ability of an individual or a group to communicate effectively in three or
more languages. On the other hand, monolinguals refer to the ability to converse in only one …

Relating the opinion holder and the review accuracy in sentiment analysis of tourist reviews

M Colhon, C Bădică, A Şendre - … , KSEM 2014, Sibiu, Romania, October 16 …, 2014 - Springer
In this paper we propose a sentiment classification method for the categorization of tourist
reviews according to the sentiment expressed. We also give the results of the application of …

Multilingual sentiment analysis using latent semantic indexing and machine learning

BW Bader, WP Kegelmeyer… - 2011 IEEE 11th …, 2011 - ieeexplore.ieee.org
We present a novel approach to predicting the sentiment of documents in multiple
languages, without translation. The only prerequisite is a multilingual parallel corpus …