Prediction
Prediction
- What
- Probable Task Sequences (flow)
- Information needs within task steps (speculative retrieval)
- semantic analysis
- population level correlation
- Information values in hypotetical states (speculative computation)
- How
- Statistical models as baseline
- rule-driven
- learning from observation (e.g. workflow details)
- Control/Manage
- manage meta-data needed for prediction
- Integration between Learning and Described models
- learning agents versus descriptive agents
- declarative specification of workflow
- deal with multiple hypotheses (models)
- data level
- intentional level - first class representation of hypothesis