Characterizing student engagement moods for dropout prediction in question pool websites

RH Mogavi, X Ma, P Hui - arXiv preprint arXiv:2102.00423, 2021 - arxiv.org
Problem-Based Learning (PBL) is a popular approach to instruction that supports students to
get hands-on training by solving problems. Question Pool websites (QPs) such as …

Understanding the user behavior of foursquare: A data-driven study on a global scale

Y Chen, J Hu, Y Xiao, X Li, P Hui - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Being a leading online service providing both local search and social networking functions,
Foursquare has attracted tens of millions of users all over the world. Understanding the user …

A counterfactual modeling framework for Churn prediction

G Zhang, J Zeng, Z Zhao, D Jin, Y Li - … on Web Search and Data Mining, 2022 - dl.acm.org
Accurate churn prediction for retaining users is keenly important for online services because
it determines their survival and prosperity. Recent research has specified social influence to …

Stan: stage-adaptive network for multi-task recommendation by learning user lifecycle-based representation

W Li, W Zheng, X Xiao, S Wang - … of the 17th ACM Conference on …, 2023 - dl.acm.org
Recommendation systems play a vital role in many online platforms, with their primary
objective being to satisfy and retain users. As directly optimizing user retention is …

Myokey: Surface electromyography and inertial motion sensing-based text entry in ar

YD Kwon, KA Shatilov, LH Lee… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
The seamless textual input in Augmented Reality (AR) is very challenging and essential for
enabling user-friendly AR applications. Existing approaches such as speech input and …

Causal analysis on the anchor store effect in a location-based social network

AK Vallapuram, YD Kwon, LH Lee… - 2022 IEEE/ACM …, 2022 - ieeexplore.ieee.org
A particular phenomenon of interest in Retail Eco-nomics is the spillover effect of anchor
stores (specific stores with a reputable brand) to non-anchor stores in terms of customer …

Empowering Predictive Modeling by GAN-based Causal Information Learning

J Zeng, G Zhang, J Yuan, Y Li, D Jin - ACM Transactions on Intelligent …, 2024 - dl.acm.org
Generally speaking, we can easily specify many causal relationships in the prediction tasks
of ubiquitous computing, such as human activity prediction, mobility prediction, and health …

Interpretable business survival prediction

AK Vallapuram, N Nanda, YD Kwon, P Hui - Proceedings of the 2021 …, 2021 - dl.acm.org
The survival of a business is undeniably pertinent to its success. A key factor contributing to
its continuity depends on its customers. The surge of location-based social networks such as …

Ian: Interpretable attention network for churn prediction in lbsns

L Chen, Y Chen, YD Kwon, Y Kang, P Hui - Proceedings of the 2021 …, 2021 - dl.acm.org
With the rise of Location-Based Social Networks (LBSNs) and their heavy reliance on User-
Generated Content, it has become essential to attract and keep more users, which makes …

DeepPick: a deep learning approach to unveil outstanding users with public attainable features

W Li, Z Xu, Y Sun, Q Gong, Y Chen… - … on Knowledge and …, 2021 - ieeexplore.ieee.org
Outstanding users (OUs) denote the influential,“core” or “bridge” users in online social
networks. How to accurately detect and rank them is an important problem for third-party …