A survey on sentiment analysis methods, applications, and challenges

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …

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 …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

What do Airbnb users care about? An analysis of online review comments

M Cheng, X Jin - International Journal of Hospitality Management, 2019 - Elsevier
This study investigates the attributes that influence Airbnb users' experiences by analysing a
“big data” set of online review comments through the process of text mining and sentiment …

The evolution of sentiment analysis—A review of research topics, venues, and top cited papers

MV Mäntylä, D Graziotin, M Kuutila - Computer Science Review, 2018 - Elsevier
Sentiment analysis is one of the fastest growing research areas in computer science, making
it challenging to keep track of all the activities in the area. We present a computer-assisted …

Creating value from social big data: Implications for smart tourism destinations

P Del Vecchio, G Mele, V Ndou, G Secundo - Information Processing & …, 2018 - Elsevier
This paper aims to demonstrate how the huge amount of Social Big Data available from
tourists can nurture the value creation process for a Smart Tourism Destination. Applying a …

Text mining in big data analytics

H Hassani, C Beneki, S Unger, MT Mazinani… - Big Data and Cognitive …, 2020 - mdpi.com
Text mining in big data analytics is emerging as a powerful tool for harnessing the power of
unstructured textual data by analyzing it to extract new knowledge and to identify significant …

Machine learning and deep learning for sentiment analysis across languages: A survey

EM Mercha, H Benbrahim - Neurocomputing, 2023 - Elsevier
The inception and rapid growth of the Web, social media, and other online forums have
resulted in the continuous and rapid generation of opinionated textual data. Several real …

A comprehensive survey of arabic sentiment analysis

M Al-Ayyoub, AA Khamaiseh, Y Jararweh… - Information processing & …, 2019 - Elsevier
Sentiment analysis (SA) is a continuing field of research that lies at the intersection of many
fields such as data mining, natural language processing and machine learning. It is …

Sentiment analysis of big data: methods, applications, and open challenges

S Shayaa, NI Jaafar, S Bahri, A Sulaiman, PS Wai… - Ieee …, 2018 - ieeexplore.ieee.org
The development of IoT technologies and the massive admiration and acceptance of social
media tools and applications, new doors of opportunity have been opened for using data …