A review of natural language processing techniques for opinion mining systems

S Sun, C Luo, J Chen - Information fusion, 2017 - Elsevier
As the prevalence of social media on the Internet, opinion mining has become an essential
approach to analyzing so many data. Various applications appear in a wide range of …

Trirank: Review-aware explainable recommendation by modeling aspects

X He, T Chen, MY Kan, X Chen - … of the 24th ACM international on …, 2015 - dl.acm.org
Most existing collaborative filtering techniques have focused on modeling the binary relation
of users to items by extracting from user ratings. Aside from users' ratings, their affiliated …

Survey on aspect-level sentiment analysis

K Schouten, F Frasincar - IEEE transactions on knowledge and …, 2015 - ieeexplore.ieee.org
The field of sentiment analysis, in which sentiment is gathered, analyzed, and aggregated
from text, has seen a lot of attention in the last few years. The corresponding growth of the …

Adoption of online proctored examinations by university students during COVID-19: Innovation diffusion study

R Raman, H Vachharajani, P Nedungadi - Education and information …, 2021 - Springer
COVID-19 global pandemic pushed a large number of higher educational institutions to use
Online Proctored Exams (OPE) because of government-imposed lockdowns. Treating OPE …

Sentiment analysis: Detecting valence, emotions, and other affectual states from text

SM Mohammad - Emotion measurement, 2016 - Elsevier
Sentiment analysis is the task of automatically determining from text the attitude, emotion, or
some other affectual state of the author. This chapter summarizes the diverse landscape of …

Recursive neural conditional random fields for aspect-based sentiment analysis

W Wang, SJ Pan, D Dahlmeier, X Xiao - arXiv preprint arXiv:1603.06679, 2016 - arxiv.org
In aspect-based sentiment analysis, extracting aspect terms along with the opinions being
expressed from user-generated content is one of the most important subtasks. Previous …

[图书][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 …

Chinese comments sentiment classification based on word2vec and SVMperf

D Zhang, H Xu, Z Su, Y Xu - Expert Systems with Applications, 2015 - Elsevier
Since the booming development of e-commerce in the last decade, the researchers have
begun to pay more attention to extract the valuable information from consumers comments …

Aspect based sentiment analysis using deep learning approaches: A survey

GS Chauhan, R Nahta, YK Meena… - Computer Science Review, 2023 - Elsevier
The wealth of unstructured text on the online web portal has made opinion mining the most
thrust area for researchers, academicians, and businesses to extract information for …

Sentiment, emotion, purpose, and style in electoral tweets

SM Mohammad, X Zhu, S Kiritchenko… - Information Processing & …, 2015 - Elsevier
Social media is playing a growing role in elections world-wide. Thus, automatically
analyzing electoral tweets has applications in understanding how public sentiment is …