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Social and Behavioral Sciences Commons

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Psychology

Selected Works

2011

Complexity

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Full-Text Articles in Social and Behavioral Sciences

The Challenge Of Complexity For Cognitive Systems, Ute Schmid, Marco Ragni, Cleotilde Gonzalez, Joachim Funke Dec 2010

The Challenge Of Complexity For Cognitive Systems, Ute Schmid, Marco Ragni, Cleotilde Gonzalez, Joachim Funke

Joachim Funke

Complex cognition adresses research on (a) high-level cognitive processes – mainly problem solving, reasoning, and decision making – and their interaction with more basic processes such as perception, learning, motivation and emotion and (b) cognitive processes which take place in a complex, typically dynamic, environment. Our focus is on AI systems and cognitive models dealing with complexity and on psychological findings which can inspire or challenge cognitive systems research. In this overview we first motivate why we have to go beyond models for rather simple cognitive processes and reductionist experiments. Afterwards, we give a characterization of complexity from our perspective. …