Loyalty in online communities

W Hamilton, J Zhang… - Proceedings of the …, 2017 - ojs.aaai.org
Loyalty is an essential component of multi-community engagement. When users have the
choice to engage with a variety of different communities, they often become loyal to just one …

Characterizing silent users in social media communities

W Gong, EP Lim, F Zhu - … of the International AAAI Conference on Web …, 2015 - ojs.aaai.org
Silent users often constitute a significant proportion of an online user-generated content
system. In the context of social media such as Twitter, users can opt to be silent all or most of …

User churn in focused question answering sites: characterizations and prediction

JS Pudipeddi, L Akoglu, H Tong - … of the 23rd International conference on …, 2014 - dl.acm.org
Given a user on a Q&A site, how can we tell whether s/he is engaged with the site or is
rather likely to leave? What are the most evidential factors that relate to users churning …

Predicting customer churn for platform businesses: using latent variables of variational autoencoder as consumers' purchasing behavior

K Hasumoto, M Goto - Neural Computing and Applications, 2022 - Springer
Customer churn is considered a critical issue for all businesses, as customer loss leads to a
decrease in future profits. Although acquiring new customers can address such losses, this …

Predicting user activity level in social networks

Y Zhu, E Zhong, SJ Pan, X Wang, M Zhou… - Proceedings of the 22nd …, 2013 - dl.acm.org
The study of users' social behaviors has gained much research attention since the advent of
various social media such as Facebook, Renren and Twitter. A major kind of applications is …

Churn prediction in telecommunication industry using rough set approach

A Amin, S Shehzad, C Khan, I Ali, S Anwar - New trends in computational …, 2015 - Springer
The Customer churn is a crucial activity in rapidly growing and mature competitive
telecommunication sector and is one of the greatest importance for a project manager. Due …

Node-centric community discovery: From static to dynamic social network analysis

G Rossetti, D Pedreschi, F Giannotti - Online Social Networks and Media, 2017 - Elsevier
Nowadays, online social networks represent privileged playgrounds that enable researchers
to study, characterize and understand complex human behaviors. Social Network Analysis …

Restaurant survival analysis with heterogeneous information

J Lian, F Zhang, X Xie, G Sun - … of the 26th International Conference on …, 2017 - dl.acm.org
For shopkeepers, one of their biggest common concerns is whether their business will thrive
or fail in the future. With the development of new ways to collect business data, it is possible …

Short text representation for detecting churn in microblogs

H Amiri, H Daume III - Proceedings of the AAAI Conference on Artificial …, 2016 - ojs.aaai.org
Churn happens when a customer leaves a brand or stop using its services. Brands reduce
their churn rates by identifying and retaining potential churners through customer retention …

User generated vs. supported contents: Which one can better predict basic human values?

MSH Mukta, ME Ali, J Mahmud - … 2016, Bellevue, WA, USA, November 11 …, 2016 - Springer
Every individual possess a set of Basic Human Values such as self-direction, power, and
hedonism. These values drive an individual to commit actions in various situations in her …