Building and breaking social media habits
Social media habits represent one of the most common–and controversial–forms of habitual
behavior in contemporary society. In this brief article, we summarize the state of research on …
behavior in contemporary society. In this brief article, we summarize the state of research on …
Focus Time for Wellbeing and Work Engagement of Information Workers
Having little time for focused work is a major challenge in information work. While research
has explored computing-assisted user-facing solutions for protecting time for focused work …
has explored computing-assisted user-facing solutions for protecting time for focused work …
Examining factors associated with twitter account suspension following the 2020 us presidential election
Online social media enables mass-level, transparent, and democratized discussion on
numerous socio-political issues. Due to such openness, these platforms often endure …
numerous socio-political issues. Due to such openness, these platforms often endure …
Predicting future location categories of users in a large social platform
Understanding the users' patterns of visiting various location categories can help online
platforms improve content personalization and user experiences. Current literature on …
platforms improve content personalization and user experiences. Current literature on …
Unpacking the exploration–exploitation tradeoff on Snapchat: The relationships between users' exploration–exploitation interests and server log data
Social media users continuously decide between looking for familiar content and exploring
novel content. Although prior research has extensively studied the trade-off between …
novel content. Although prior research has extensively studied the trade-off between …
Context-Aware Prediction of User Engagement on Online Social Platforms
The success of online social platforms hinges on their ability to predict and understand user
behavior at scale. Here, we present data suggesting that context-aware modeling …
behavior at scale. Here, we present data suggesting that context-aware modeling …
DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms
User engagement prediction plays a critical role in designing interaction strategies to grow
user engagement and increase revenue in online social platforms. Through the in-depth …
user engagement and increase revenue in online social platforms. Through the in-depth …
Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat
In human-computer interaction, understanding user behaviors and tailoring systems
accordingly is pivotal. To this end, general-purpose user representation learning based on …
accordingly is pivotal. To this end, general-purpose user representation learning based on …
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform
The success of online social platforms hinges on their ability to predict and understand user
behavior at scale. Here, we present data suggesting that context-aware modeling …
behavior at scale. Here, we present data suggesting that context-aware modeling …
General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study
Learning general-purpose user representations based on user behavioral logs is an
increasingly popular user modeling approach. It benefits from easily available, privacy …
increasingly popular user modeling approach. It benefits from easily available, privacy …