Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
… works leveraging keyword co-occurrence on sentiment analysis. Therefore, this study presents
a survey of sentiment analysis focusing on the evolution of research methods and topics. …

Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis

BAH Murshed, S Mallappa, J Abawajy… - Artificial Intelligence …, 2023 - Springer
… For nearly two decades, TM has been a successful text analysis technique. Integrating this
technique with Deep Neural Networks (DNN) has opened a new and growing research area. …

The homophily principle in social network analysis: A survey

KZ Khanam, G Srivastava, V Mago - Multimedia Tools and Applications, 2023 - Springer
… Homophily is a fundamental topic in network science and can provide insights into the flow
Using these features, we were able to filter out 108 relevant research articles out of 347 …

Data science and big data analytics: A systematic review of methodologies used in the supply chain and logistics research

H Jahani, R Jain, D Ivanov - Annals of Operations Research, 2023 - Springer
… of precise outcomes of research. We explored several survey studies around our topic, shown
in … Our general observation from analysis of the literature is that the existing surveys mostly …

[BOOK][B] Network science in archaeology

T Brughmans, MA Peeples - 2023 - books.google.com
… Each book includes a survey of current archaeological … the inaugural issue of the journal
Network Science. Brandes … where network science fits in archaeological research on the …

Using social media images as data in social science research

Y Chen, K Sherren, M Smit, KY Lee - New Media & Society, 2023 - journals.sagepub.com
… privacy issues, or apply strategies to address ethical issues. We … textual analysis support for
decades. The maturation of image … research methods such as interviews and surveys; in fact, …

Textual analysis in accounting: What's next?

K Bochkay, SV Brown, AJ Leone… - … accounting research, 2023 - Wiley Online Library
survey publications in top accounting journals and describe the trend and current state of
textual analysis … learning and topic modeling, will likely advance textual analysis in accounting. …

Data, measurement and empirical methods in the science of science

L Liu, BF Jones, B Uzzi, D Wang - Nature human behaviour, 2023 - nature.com
… and other open science-related practices and topics. The … advances in data science, network
science, artificial intelligence … such as interviews and surveys, can improve measurement …

[HTML][HTML] A method for analyzing text using VOSviewer

UA Bukar, MS Sayeed, SFA Razak, S Yogarayan… - MethodsX, 2023 - Elsevier
… that can be applied to a variety of disciplines and topics. … and visualizing data for text analysis
of the ChatGPT YouTube … for text analysis, the study adds to the reper- toire of research

Social network analysis of Twitter interactions: a directed multilayer network approach

AP Logan, PM LaCasse, BJ Lunday - Social Network Analysis and Mining, 2023 - Springer
… Within this research, topics are the clusters to which statistical analysis will assign words
from the Tweets. Documents are the individual Tweets appearing in the data, and the corpus is …