Title :
A cognitive learning model in classroom interaction
Author_Institution :
Res. Center of Knowledge Eng., Beijing Normal Univ., Beijing, China
Abstract :
This paper, based on the cognitive architecture of learning and thinking, proposes a cognitive learning model in classroom interaction, which bridges the gap between classroom interaction and learning outcome. In this model, a learning activity is defined as a cognitive matrix at a low level in which M rows and N columns are set, each row represents a logical cognitive step of learning procedure, and each column contains all the contents processed by a corresponding component in cognitive architecture. At the meantime, the learning outcome can be produced from contents of column LTDM, AO and AADM of cognitive architecture. A memory consolidation model is also proposed and simulated with PDP tool. Experiment of teaching concept knowledge indicates the effectiveness of the proposed models.
Keywords :
cognition; computer aided instruction; education; learning (artificial intelligence); matrix algebra; AADM; AO; LTDM; classroom interaction; cognitive architecture; cognitive learning model; cognitive matrix; Cognition; Computational modeling; Computer architecture; Decision making; Education; Neuroscience; Speech;
Conference_Titel :
Computational Intelligence and Natural Computing Proceedings (CINC), 2010 Second International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7705-0
DOI :
10.1109/CINC.2010.5643732