Stochastic web-based natural language dialog planning for web information filtering

► We modeled an sthochastic planner for web-based natural-language dialogues. ► Effectiveness of information filtering is improved by using web-triggered dialog managers. ► CRF-based planner is fed with information from multiple sources including the web. ► Experiments show promising results of the sthochastic planning model when compared with traditional methods.