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On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles (0807.4417v2)
Published 28 Jul 2008 in cs.AI
Abstract: 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.