The TOPICS model (Steyvers et al. 2004)

Topic: P(word) Activity: P(behavior)     Document: P(topic) Interval: P(activity)     Fix number of topics Fix number of activities     Solve for topics Solve for activities     Solve with Gibbs sampling         Issue: where to segment intervals?