On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles

Details On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles

2008-07-28

arxiv.org/abs/0807.4417v2

Computer Science

Artificial Intelligence

10 pages, 3 figures

Scientific paper

We discuss metacognitive modelling as an enhancement to cognitive modelling and computing. Metacognitive control mechanisms should enable AI systems to self-reflect, reason about their actions, and to adapt to new situations. In this respect, we propose implementation details of a knowledge taxonomy and an augmented data mining life cycle which supports a live integration of obtained models.

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