A comprehensive survey on sentiment analysis: Approaches, challenges and trends

M Birjali, M Kasri, A Beni-Hssane - Knowledge-Based Systems, 2021 - Elsevier
Sentiment analysis (SA), also called Opinion Mining (OM) is the task of extracting and
analyzing people's opinions, sentiments, attitudes, perceptions, etc., toward different entities …

[HTML][HTML] A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis

G Kaur, A Sharma - Journal of big data, 2023 - Springer
There is an exponential growth in textual content generation every day in today's world. In-
app messaging such as Telegram and WhatsApp, social media websites such as Instagram …

A topic modeled unsupervised approach to single document extractive text summarization

R Srivastava, P Singh, KPS Rana, V Kumar - Knowledge-Based Systems, 2022 - Elsevier
Abstract Automatic Text Summarization (ATS) is an essential field in natural language
processing that attempts to condense large text documents so that users can assimilate …

Sentiment analysis on IMDb movie reviews using hybrid feature extraction method

BS Harish, K Kumar, HK Darshan - 2019 - reunir.unir.net
Social Networking sites have become popular and common places for sharing wide range of
emotions through short texts. These emotions include happiness, sadness, anxiety, fear, etc …

[图书][B] Social data analytics

A Beheshti, S Ghodratnama, M Elahi, H Farhood - 2022 - taylorfrancis.com
This book is an introduction to social data analytics along with its challenges and
opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on …

Extracting marketing information from product reviews: a comparative study of latent semantic analysis and probabilistic latent semantic analysis

SN Ahmad, M Laroche - Journal of Marketing Analytics, 2023 - Springer
User-generated content (UGC) contains customer opinions which can be used to hear the
voice of customers. This information can be useful in market surveillance, digital innovation …

[HTML][HTML] Important considerations for design and implementation of decision aids for shared medical decision making

S Koon - The Permanente Journal, 2020 - ncbi.nlm.nih.gov
Objective To review the literature and provide a summary of best practices for the design,
implementation, and assessment of decision aids. Methods A literature search and …

Sarcasm detection using cognitive features of visual data by learning model

BN Hiremath, MM Patil - Expert Systems with Applications, 2021 - Elsevier
The objective of the paper is to detect sarcasm in human communication. The methodology
uses basic cognitive features of human utterances by capturing three modes of data viz …

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 …

[HTML][HTML] Deep learning for sentiment analysis of Tunisian dialect

A Masmoudi, J Hamdi, LH Belguith - Computación y Sistemas, 2021 - scielo.org.mx
Automatic sentiment analysis has become one of the fastest growing research areas in the
Natural Language Processing (NLP) field. Despite its importance, this is the first work …