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 …

A bibliometric analysis of topic modelling studies (2000–2017)

X Li, L Lei - Journal of Information Science, 2021 - journals.sagepub.com
Topic modelling is a powerful text mining tool that has been applied in many fields such as
software engineering, political and linguistic sciences. To evaluate the development of topic …

User-Defined SWOT analysis–A change mining perspective on user-generated content

LC Cheng, K Chen, MC Lee, KM Li - Information Processing & …, 2021 - Elsevier
User-generated content (UGC) based on customer opinions and experiences has
increasingly become a rich resource of business opportunities. This study proposes a …

[PDF][PDF] Sentiment analysis: Textblob for decision making

JP Gujjar, HP Kumar - Int. J. Sci. Res. Eng. Trends, 2021 - ijsret.com
Data is the new oil for the market survey. Internet is the one where it constitute the huge
amount of the data in the form of customer reviews, customer feedback etc., TextBlob is one …

[PDF][PDF] Suggestion Mining from Opinionated Text of Big Social Media Data.

Y Alotaibi, MN Malik, HH Khan, A Batool… - … , Materials & Continua, 2021 - researchgate.net
Social media data are rapidly increasing and constitute a source of user opinions and tips
on a wide range of products and services. The increasing availability of such big data on …

Influence of online social support on the public's belief in overcoming COVID-19

Z Yao, P Tang, J Fan, J Luan - Information Processing & Management, 2021 - Elsevier
The sudden outbreak of coronavirus disease 2019 (COVID-19) in early 2020 has
dramatically changed people's lives. Some countries have taken mass home quarantine to …

A survey on sentiment analysis in Persian: a comprehensive system perspective covering challenges and advances in resources and methods

Z Rajabi, MR Valavi - Cognitive Computation, 2021 - Springer
Social media has been remarkably grown during the past few years. Nowadays, posting
messages on social media websites has become one of the most popular Internet activities …

Mining and classifying customer reviews: a survey

L Subhashini, Y Li, J Zhang, AS Atukorale… - Artificial Intelligence …, 2021 - Springer
With the increasing number of customer reviews on the Web, there is a growing need for
effective methods to retrieve valuable information hidden in these reviews, as sellers need to …

[HTML][HTML] Emotional reactions to robot colleagues in a role-playing experiment

N Savela, A Oksanen, M Pellert, D Garcia - International Journal of …, 2021 - Elsevier
We investigated how people react emotionally to working with robots in three scenario-
based role-playing survey experiments collected in 2019 and 2020 from the United States …

Strategic decision making in the digital age: Expert sentiment and corporate capital allocation

S Nauhaus, J Luger, S Raisch - Journal of Management …, 2021 - Wiley Online Library
We develop a theoretical perspective on how the increasing data availability in the digital
age affects firms' strategic decisions. Specifically, we explore whether, and under which …