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DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms. (arXiv:2210.12402v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
User engagement prediction plays a critical role for designing interaction
strategies to grow user engagement and increase revenue in online social
platforms. Through the in-depth analysis of the real-world data from the
world's largest professional social platforms, i.e., LinkedIn, we find that
users expose diverse engagement patterns, and a major reason for the
differences in user engagement patterns is that users have different intents.
That is, people have different intents when using LinkedIn, e.g., applying for
jobs, building connections, or …
arxiv engagement forecasting meta network platforms social user engagement