The multifaceted concept of context in sentiment analysis

A Kumar, G Garg - Cognitive Informatics and Soft Computing: Proceeding …, 2020 - Springer
… Context-based sentiment analysis is the domain of study … generic sentiment analysis as well
as facilitate fine grain analysis of … problems of NLP pose a threat to context-based sentiment

Multifaceted sentiment analysis of public comments on the Dianping. com

L Sui, L Shang, X Guo, D Zhang - Journal of Physics: Conference …, 2020 - iopscience.iop.org
… Starting from the problem of sentiment analysis, this chapter explains the idea and method
of constructing the model, and puts the prepared inputs into the neural network model for …

Multilingual review-aware deep recommender system via aspect-based sentiment analysis

P Liu, L Zhang, JA Gulla - ACM Transactions on Information Systems …, 2021 - dl.acm.org
… First, we present the problem setting followed by the overview of our MrRec model. Then,
we describe in detail the multilingual aspect-based sentiment analysis and the multilingual …

[PDF][PDF] Building a sentiment analysis corpus with multifaceted hierarchical annotation

MA Siddiqui, MY Dahab, OA Batarfi - International Journal of …, 2015 - academia.edu
… in a hierarchical text categorization problem. We developed a multifaceted, multilingual
corpus for hierarchical sentiment analysis. The different facets include hierarchical nominal …

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

B Liu - 2020 - books.google.com
… We also see that sentiment analysis is a multifaceted problem with many challenging and
interrelated subproblems. Chapter 3 studies the popular topic of document-level …

Integrating social and auxiliary semantics for multifaceted topic modeling in twitter

J Vosecky, D Jiang, KWT Leung, K Xing… - ACM Transactions on …, 2014 - dl.acm.org
… In this article, we study the problem of topic discovery in the microblogging environment of
Twitter. To tackle the short length of microblog posts and uncover their rich latent semantics, …

Maximizing multifaceted network influence

Y Li, J Fan, G Ovchinnikov… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
… a single multifaceted campaign; thus, the competitive IM problem is fundamentally different
from OIPA. Comparative IM: Some works have considered viral marketing with multiple non-…

A multifaceted approach to social multimedia-based prediction of elections

Q You, L Cao, Y Cong, X Zhang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
sentiment analysis [15], [16], [13]. O’onnor et al. [17] revealed the high correlation between
sentiment … However, we believe there are many other problems to which the proposed method …

Sentiment analysis of big data: methods, applications, and open challenges

S Shayaa, NI Jaafar, S Bahri, A Sulaiman, PS Wai… - Ieee …, 2018 - ieeexplore.ieee.org
… been used for different problems. Generally, their application is appropriate for a problem
which is … [83] employed a multifaceted sentiment analysis in predicting the sales of mobile apps …

[PDF][PDF] Main concepts, state of the art and future research questions in sentiment analysis

O Appel, F Chiclana, J Carter - Acta Polytechnica Hungarica, 2015 - acta.uni-obuda.hu
… have defined the SA problem as essentially a text classification problem and machine
learning techniques have proved their dexterity in resolving the sentiment analysis tasks”. The …