Because EmpathyWorks uses event sourcing:
- An individual’s emotional state can be determined at any point in time.
- The factors that went into a prediction can be identified and manipulated.
- By considering multiple timelines, what-if scenarios can be be forecast.
The “best” algorithm or type of processing is contextually dependent. EmpathyWorks will feature pluggable computation modes in a configurable data flow. Extremely high volumes of data could be processed.
EmpathyWorks is real-time, event-driven, and events for many or most installations are likely to be provided by machine learning systems that use classifications and regressions. Internal computations within the data flow might be defined by algorithms or employ machine learning.