Multi-feature, multi-modal, and multi-source social event detection: A comprehensive survey

I Afyouni, Z Al Aghbari, RA Razack - Information Fusion, 2022 - Elsevier
The tremendous growth of event dissemination over social networks makes it very
challenging to accurately discover and track exciting events, as well as their evolution and …

Comparison of text preprocessing methods

CP Chai - Natural Language Engineering, 2023 - cambridge.org
Text preprocessing is not only an essential step to prepare the corpus for modeling but also
a key area that directly affects the natural language processing (NLP) application results. For …

[HTML][HTML] Social network search based on semantic analysis and learning

F Kou, J Du, Y He, L Ye - CAAI transactions on intelligence technology, 2016 - Elsevier
Because of everyone's involvement in social networks, social networks are full of massive
multimedia data, and events are got released and disseminated through social networks in …

Real-time event detection from the Twitter data stream using the TwitterNews+ Framework

M Hasan, MA Orgun, R Schwitter - Information Processing & Management, 2019 - Elsevier
Detecting events in real-time from the Twitter data stream has gained substantial attention in
recent years from researchers around the world. Different event detection approaches have …

A survey on real-time event detection from the Twitter data stream

M Hasan, MA Orgun… - Journal of Information …, 2018 - journals.sagepub.com
The proliferation of social networking services has resulted in a rapid growth of their user
base, spanning across the world. The collective information generated from these online …

Social media visual analytics

S Chen, L Lin, X Yuan - Computer Graphics Forum, 2017 - Wiley Online Library
With the development of social media (eg Twitter, Flickr, Foursquare, Sina Weibo, etc.), a
large number of people are now using them and post microblogs, messages and multi …

What's happening around the world? a survey and framework on event detection techniques on twitter

Z Saeed, RA Abbasi, O Maqbool, A Sadaf… - Journal of Grid …, 2019 - Springer
In the last few years, Twitter has become a popular platform for sharing opinions,
experiences, news, and views in real-time. Twitter presents an interesting opportunity for …

A survey on visual analytics of social media data

Y Wu, N Cao, D Gotz, YP Tan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The unprecedented availability of social media data offers substantial opportunities for data
owners, system operators, solution providers, and end users to explore and understand …

MVGAN: Multi-view graph attention network for social event detection

W Cui, J Du, D Wang, F Kou, Z Xue - ACM Transactions on Intelligent …, 2021 - dl.acm.org
Social networks are critical sources for event detection thanks to the characteristics of
publicity and dissemination. Unfortunately, the randomness and semantic sparsity of the …

[HTML][HTML] Vaccine images on Twitter: analysis of what images are shared

T Chen, M Dredze - Journal of medical Internet research, 2018 - jmir.org
Background Visual imagery plays a key role in health communication; however, there is little
understanding of what aspects of vaccine-related images make them effective …