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Topic modeling algorithms and applications: A survey
A Abdelrazek, Y Eid, E Gawish, W Medhat, A Hassan - Information Systems, 2023 - Elsevier
Topic modeling is used in information retrieval to infer the hidden themes in a collection of
documents and thus provides an automatic means to organize, understand and summarize …
documents and thus provides an automatic means to organize, understand and summarize …
State of Industry 5.0—Analysis and identification of current research trends
The term Industry 4.0, coined to be the fourth industrial revolution, refers to a higher level of
automation for operational productivity and efficiency by connecting virtual and physical …
automation for operational productivity and efficiency by connecting virtual and physical …
Public perceptions of environmental, social, and governance (ESG) based on social media data: Evidence from China
Environmental and social challenges are intensifying globally. Then along comes more
demands to deliver successful environmental, social, and governance (ESG) outcomes …
demands to deliver successful environmental, social, and governance (ESG) outcomes …
The evolution of topic modeling
R Churchill, L Singh - ACM Computing Surveys, 2022 - dl.acm.org
Topic models have been applied to everything from books to newspapers to social media
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …
[HTML][HTML] Exploring the boundaries of open innovation: Evidence from social media mining
JR Saura, D Palacios-Marqués, D Ribeiro-Soriano - Technovation, 2023 - Elsevier
Technological development of the last several decades has driven open innovation towards
organizational, business, social, and economic change. Open innovation has emerged as …
organizational, business, social, and economic change. Open innovation has emerged as …
Research on strategies for improving green product consumption sentiment from the perspective of big data
L Wang, L Chen, C Li - Journal of Retailing and Consumer Services, 2024 - Elsevier
Promoting green development by stimulating consumers' green consumption sentiment is
an important measure to achieve carbon peaking and carbon neutrality goals in China. This …
an important measure to achieve carbon peaking and carbon neutrality goals in China. This …
Topic modeling using latent Dirichlet allocation: A survey
We are not able to deal with a mammoth text corpus without summarizing them into a
relatively small subset. A computational tool is extremely needed to understand such a …
relatively small subset. A computational tool is extremely needed to understand such a …
Investigating ChatGPT and cybersecurity: A perspective on topic modeling and sentiment analysis
OD Okey, EU Udo, RL Rosa, DZ Rodríguez… - Computers & …, 2023 - Elsevier
Abstract In early 2023, the Artificial Intelligence (AI) industry experienced a significant
advancement with the emergence of OpenAI's ChatGPT, a research product that …
advancement with the emergence of OpenAI's ChatGPT, a research product that …
Virtually in this together–how web-conferencing systems enabled a new virtual togetherness during the COVID-19 crisis
J Hacker, J Vom Brocke, J Handali, M Otto… - European Journal of …, 2020 - Taylor & Francis
Regulations to contain the spread of COVID-19 have affected corporations, institutions, and
individuals to a degree that most people have never seen before. Information systems …
individuals to a degree that most people have never seen before. Information systems …
Deep sentiment classification and topic discovery on novel coronavirus or COVID-19 online discussions: NLP using LSTM recurrent neural network approach
Internet forums and public social media, such as online healthcare forums, provide a
convenient channel for users (people/patients) concerned about health issues to discuss …
convenient channel for users (people/patients) concerned about health issues to discuss …