[HTML][HTML] Graph neural networks: A review of methods and applications
Lots of learning tasks require dealing with graph data which contains rich relation
information among elements. Modeling physics systems, learning molecular fingerprints …
information among elements. Modeling physics systems, learning molecular fingerprints …
The anatomy of Reddit: An overview of academic research
Online forums provide rich environments where users may post questions and comments
about different topics. Understanding how people behave in online forums may shed light on …
about different topics. Understanding how people behave in online forums may shed light on …
Community interaction and conflict on the web
Users organize themselves into communities on web platforms. These communities can
interact with one another, often leading to conflicts and toxic interactions. However, little is …
interact with one another, often leading to conflicts and toxic interactions. However, little is …
Twitter data analytical methodology development for prediction of start-up firms' social media marketing level
SH Jung, YJ Jeong - Technology in Society, 2020 - Elsevier
Social media marketing is an essential and important tool for start-up firms, which can help
start-up firms remedy the marketing limitations through ease and relatively low costs …
start-up firms remedy the marketing limitations through ease and relatively low costs …
Seastar: vertex-centric programming for graph neural networks
Graph neural networks (GNNs) have achieved breakthrough performance in graph analytics
such as node classification, link prediction and graph clustering. Many GNN training …
such as node classification, link prediction and graph clustering. Many GNN training …
Extracting inter-community conflicts in reddit
Anti-social behaviors in social media can happen both at user and community levels. While
a great deal of attention is on the individual as an 'aggressor,'the banning of entire Reddit …
a great deal of attention is on the individual as an 'aggressor,'the banning of entire Reddit …
Self-induced consensus of reddit users to characterise the gamestop short squeeze
The short squeeze of GameStop (GME) shares in mid-January 2021 has been primarily
orchestrated by retail investors of the Reddit r/wallstreetbets community. As such, it …
orchestrated by retail investors of the Reddit r/wallstreetbets community. As such, it …
Community identity and user engagement in a multi-community landscape
J Zhang, W Hamilton… - Proceedings of the …, 2017 - ojs.aaai.org
A community's identity defines and shapes its internal dynamics. Our current understanding
of this interplay is mostly limited to glimpses gathered from isolated studies of individual …
of this interplay is mostly limited to glimpses gathered from isolated studies of individual …
Characterizing English variation across social media communities with BERT
Much previous work characterizing language variation across Internet social groups has
focused on the types of words used by these groups. We extend this type of study by …
focused on the types of words used by these groups. We extend this type of study by …