A systematic review on implicit and explicit aspect extraction in sentiment analysis

JZ Maitama, N Idris, A Abdi, L Shuib, R Fauzi - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is currently among the most vigorous areas in
natural language processing (NLP). Individuals, private and government institutions are …

Game theory and MCDM-based unsupervised sentiment analysis of restaurant reviews

N Punetha, G Jain - Applied Intelligence, 2023 - Springer
Sentiment Analysis is a method to identify, extract, and quantify people's feelings, opinions,
or attitudes. The wealth of online data motivates organizations to keep tabs on customers' …

Online review helpfulness: the moderating effects of review comprehensiveness

Y Liu, H Hu - International Journal of Contemporary Hospitality …, 2021 - emerald.com
Purpose Consumers' evaluation of online review helpfulness has been widely examined.
The extant literature suggests that the attributes of review content (eg review length and …

Sentiment analysis for online reviews using conditional random fields and support vector machines

H Xia, Y Yang, X Pan, Z Zhang, W An - Electronic Commerce Research, 2020 - Springer
Sentiment analysis of online reviews is an important way of mining useful information from
the Internet. Despite several advantages, the accuracy of sentiment analysis based on a …

Approach for importance–performance analysis of product attributes from online reviews

J Joung, HM Kim - Journal of Mechanical Design, 2021 - asmedigitalcollection.asme.org
The importance–performance analysis (IPA) is a widely used technique to guide strategic
planning for the improvement of customer satisfaction. Compared with surveys, numerous …

Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models

N Punetha, G Jain - Knowledge and Information Systems, 2023 - Springer
Sentiment analysis is a natural language processing method used to assess data's positivity,
negativity, and neutrality. Several techniques were suggested as ways to solve the …

A knowledge-based deep learning architecture for aspect-based sentiment analysis

G Alexandridis, J Aliprantis, K Michalakis… - … journal of neural …, 2021 - World Scientific
The task of sentiment analysis tries to predict the affective state of a document by examining
its content and metadata through the application of machine learning techniques. Recent …

Comparative Analysis of Deep Natural Networks and Large Language Models for Aspect-Based Sentiment Analysis

N Mughal, G Mujtaba, A Kumar, SM Daudpota - IEEE Access, 2024 - ieeexplore.ieee.org
Sentiment analysis is essential for comprehending public opinion, particularly when
considering e-commerce and the expansion of online businesses. Early approaches treated …

Review of sentiment analysis: An emotional product development view

HB Yan, Z Li - Frontiers of Engineering Management, 2022 - Springer
Conveying consumers' specific emotions in new products, referred to as emotional product
development or emotional design, is strategically crucial for manufacturers. Given that …

Opinion mining in tourism: a study on “Cappadocia home cooking” restaurant

İA Özen, İ İlhan - Handbook of research on smart technology …, 2020 - igi-global.com
In the tourism sector, online tourist reviews analysis is one of the methods to evaluate the
products and services offered by businesses and understand the needs of tourists. These …