Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

Sentiment analysis of movie reviews: A new feature-based heuristic for aspect-level sentiment classification

VK Singh, R Piryani, A Uddin… - 2013 International mutli …, 2013 - ieeexplore.ieee.org
This paper presents our experimental work on a new kind of domain specific feature-based
heuristic for aspect-level sentiment analysis of movie reviews. We have devised an aspect …

SentiDraw: Using star ratings of reviews to develop domain specific sentiment lexicon for polarity determination

SS Sharma, G Dutta - Information Processing & Management, 2021 - Elsevier
Lexicon based methods use Sentiment Orientation (SO) scores of words contained in the
text for polarity determination of documents. These SO scores are obtained from sentiment …

Komparasi teknik klasifikasi teks mining pada analisis sentimen

J Ipmawati - Indonesian Journal of Networking and Security (IJNS), 2016 - ijns.org
Opininion mining juga disebut analisis sentimen adalah riset komputasional dari opini,
sentimen dan emosi yang diekspresikan secara tekstual dilakukan untuk melihat pendapat …

Sentiment analysis of movie reviews and blog posts

VK Singh, R Piryani, A Uddin… - 2013 3rd IEEE …, 2013 - ieeexplore.ieee.org
This paper presents our experimental work on performance evaluation of the SentiWordNet
approach for document-level sentiment classification of Movie reviews and Blog posts. We …

[PDF][PDF] Operationalizing regulatory focus in the digital age: Evidence from an e-commerce context

J Wu, L Huang, JL Zhao - MIS quarterly, 2019 - misq.umn.edu
We preprocessed the reviews using the Institute of Computing Technology of the Chinese
Academy of Sciences' system to decompose them into words and phrases. The sentiment …

Realization of natural language processing and machine learning approaches for text‐based sentiment analysis

K Naithani, YP Raiwani - Expert Systems, 2023 - Wiley Online Library
The leading intention of the current paper is to review the research work accomplished by
various researchers to achieve sentiment analysis on the text and to elaborate on natural …

Sentiment analysis of textual reviews; Evaluating machine learning, unsupervised and SentiWordNet approaches

VK Singh, R Piryani, A Uddin… - 2013 5th international …, 2013 - ieeexplore.ieee.org
This paper presents our experimental results on performance evaluation of all the three
approaches for document-level sentiment classification. We have implemented two Machine …

A global optimization approach to multi-polarity sentiment analysis

X Li, J Li, Y Wu - PloS one, 2015 - journals.plos.org
Following the rapid development of social media, sentiment analysis has become an
important social media mining technique. The performance of automatic sentiment analysis …

[PDF][PDF] Real time sentiment analysis of tweets using machine learning and semantic analysis

R Rajput, A Solanki - Communication and Computing Systems …, 2016 - researchgate.net
The 21st century has brought in lot of products in form of movies, software, video games, for
which users make their opinion or judgments and often express it over internet through use …