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Deep learning for aspect-based sentiment analysis: a comparative review
HH Do, PWC Prasad, A Maag, A Alsadoon - Expert systems with …, 2019 - Elsevier
The increasing volume of user-generated content on the web has made sentiment analysis
an important tool for the extraction of information about the human emotional state. A current …
an important tool for the extraction of information about the human emotional state. A current …
A survey of sentiment analysis in social media
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 …
information, due to the proliferation of social media and the low barrier for posting the …
Sentiment analysis for E-commerce product reviews in Chinese based on sentiment lexicon and deep learning
L Yang, Y Li, J Wang, RS Sherratt - IEEE access, 2020 - ieeexplore.ieee.org
In recent years, with the rapid development of Internet technology, online shop** has
become a mainstream way for users to purchase and consume. Sentiment analysis of a …
become a mainstream way for users to purchase and consume. Sentiment analysis of a …
Sentiment analysis of comment texts based on BiLSTM
G Xu, Y Meng, X Qiu, Z Yu, X Wu - Ieee Access, 2019 - ieeexplore.ieee.org
With the rapid development of Internet technology and social networks, a large number of
comment texts are generated on the Web. In the era of big data, mining the emotional …
comment texts are generated on the Web. In the era of big data, mining the emotional …
Issues and challenges of aspect-based sentiment analysis: A comprehensive survey
The domain of Aspect-based Sentiment Analysis, in which aspects are extracted, their
sentiments are analysed and sentiments are evolved over time, is getting much attention …
sentiments are analysed and sentiments are evolved over time, is getting much attention …
A hybrid CNN-LSTM model for improving accuracy of movie reviews sentiment analysis
Nowadays, social media has become a tremendous source of acquiring user's opinions.
With the advancement of technology and sophistication of the internet, a huge amount of …
With the advancement of technology and sophistication of the internet, a huge amount of …
A survey on classification techniques for opinion mining and sentiment analysis
F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …
[HTML][HTML] A recent overview of the state-of-the-art elements of text classification
MM Mirończuk, J Protasiewicz - Expert Systems with Applications, 2018 - Elsevier
The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …
classification. For this purpose, we first select and investigate the primary and recent studies …
Aspect term extraction with history attention and selective transformation
Aspect Term Extraction (ATE), a key sub-task in Aspect-Based Sentiment Analysis, aims to
extract explicit aspect expressions from online user reviews. We present a new framework …
extract explicit aspect expressions from online user reviews. We present a new framework …
User reviews: Sentiment analysis using lexicon integrated two-channel CNN–LSTM family models
Sentiment analysis, which refers to the task of detecting whether a textual item (eg, a product
review and a blog post) expresses a positive or negative opinion in general or about a given …
review and a blog post) expresses a positive or negative opinion in general or about a given …