Modelling user attitudes using hierarchical sentiment-topic model

A Almars, X Li, X Zhao - Data & Knowledge Engineering, 2019 - Elsevier
Uncovering the latent structure of various hotly discussed topics and the corresponding
sentiments from different social media user groups (eg, Twitter) is critical for helping …

A study of sentiment analysis approaches in short text

AF Ibrahim, M Hassaballah, AA Ali… - … : Proceedings of ITAF 2020, 2022 - Springer
Recently, the remarkable growth of Internet technology, particularly on social media
networking sites, enables gathering data for analyzing and gaining insights. It is challenging …

Evaluation methods of hierarchical models

AM Almars, IA Ibrahim, X Zhao, S Al-Maskari - Advanced Data Mining and …, 2018 - Springer
In this paper, we consider the problem of evaluating the quality of hierarchical models. This
task arises due to the current researchers use subjective evaluation, such as a survey to test …

[PDF][PDF] Structured sentiment analysis in social media

AMA Almars - 2019 - core.ac.uk
In recent years, social media platforms, such as Twitter and Webio, have become popular
sources of information on the web. These platforms contain a wealth of valuable information …