Only 3 days to go until Decision Camp 2014 arrives, a free conference in the San Jose area
for business rules and decision management practictioners. The conference is multi-track
with 3 concurrent tracks at same time. The Decision Camp full agenda can be found here.
Like last year RuleML will be participating and presenting, such as Dr. Benjamin Grosof.
Which is a great opportunity to catch up on the latest happenings in the rules standards
Last year I did a games talk, this year I'm doing something a little more technical,
to reflect my current research. Here is my title and abstract.
Demystifying Truth Maintenance and Belief Systems
Basic Truth Maintenance is a common feature, available in many production rule systems,
but it one that is not generally well understood. This talk will start by introducing the
mechanics of rule engines and how that is extended for the common TMS implementation. It
will discuss the limitations of these systems and introduce Justification based Truth
Maintenance (JTMS) as a way to add contradictions, to trigger retractions. This will lead
onto Defeasible Logic, which while sounding complex, facilitates the resolving of
conflicting rules of premisses and contradictions, in a way that follows typical
argumentation theory. Finally we will demonstrate how the core of this can be abstracted
to allow pluggable beliefs, so that JTMS and Defeasible can be swapped in and out, along
other systems such as Bayesian Belief Systems.