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 …
Aspect based sentiment analysis using deep learning approaches: A survey
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 …
thrust area for researchers, academicians, and businesses to extract information for …
An enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis
M Venugopalan, D Gupta - Knowledge-based systems, 2022 - Elsevier
Aspect level sentiment analysis is a fine-grained task in sentiment analysis. It extracts
aspects and their corresponding sentiment polarity from opinionated text. The first subtask of …
aspects and their corresponding sentiment polarity from opinionated text. The first subtask of …
A survey on sentiment analysis and its applications
TA Al-Qablan, MH Mohd Noor, MA Al-Betar… - Neural Computing and …, 2023 - Springer
Analyzing and understanding the sentiments of social media documents on Twitter,
Facebook, and Instagram has become a very important task at present. Analyzing the …
Facebook, and Instagram has become a very important task at present. Analyzing the …
Deriving customer preferences for hotels based on aspect-level sentiment analysis of online reviews
J Zhang, X Lu, D Liu - Electronic Commerce Research and Applications, 2021 - Elsevier
An increasing number of travelers like to share their experience and feelings about hotel
stays through social media, generating a sheer volume of online hotel reviews. The user …
stays through social media, generating a sheer volume of online hotel reviews. The user …
Deep learning for aspect-based sentiment analysis: a review
L Zhu, M Xu, Y Bao, Y Xu, X Kong - PeerJ Computer Science, 2022 - peerj.com
User-generated content on various Internet platforms is growing explosively, and contains
valuable information that helps decision-making. However, extracting this information …
valuable information that helps decision-making. However, extracting this information …
Survey on aspect detection for aspect-based sentiment analysis
MM Truşcǎ, F Frasincar - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis is an important tool to automatically understand the user-generated
content on the Web. The most fine-grained sentiment analysis is concerned with the …
content on the Web. The most fine-grained sentiment analysis is concerned with the …
A two-step hybrid unsupervised model with attention mechanism for aspect extraction
Social networking sites have a wealth of user-generated unstructured text for fine-grained
sentiment analysis regarding the changing dynamics in the marketplace. In aspect-level …
sentiment analysis regarding the changing dynamics in the marketplace. In aspect-level …
Sentiment analysis for hotel reviews: a systematic literature review
A Ameur, S Hamdi, S Ben Yahia - ACM Computing Surveys, 2023 - dl.acm.org
Sentiment Analysis (SA) helps to automatically and meaningfully discover hotel customers'
satisfaction from their shared experiences and feelings on social media. Several studies …
satisfaction from their shared experiences and feelings on social media. Several studies …
Explicit aspects extraction in sentiment analysis using optimal rules combination
Aspect extraction represents a core task of aspect-based sentiment analysis. This study
presents a supervised aspect extraction algorithm for explicit aspect extraction from formal …
presents a supervised aspect extraction algorithm for explicit aspect extraction from formal …