Title
In search of templates
Abstract
This study reflects a recent shift towards the study of early stages of expert memory acquisition for chess positions. Over the course of 15 sessions, two subjects who knew virtually nothing about the game of chess were trained to memorise positions. Increase in recall performance and chunk size was captured by power functions, confirming predictions made by the template theory [Cogn. Psychol. 31 (1996) 1; Memory 6 (1998) 225; Cogn. Sci. 24 (2000) 651]. The human data were compared to that of a computer simulation run on CHREST (Chunk Hierarchy and REtrieval STructures), an implementation of the template theory. The model accounts for the pattern of results in the human data, although it underestimates the size of the largest chunks and the rate of learning. Evidence for the presence of templates in human subjects was found.
Year
DOI
Venue
2002
10.1016/S1389-0417(01)00042-0
Cognitive Systems Research
Keywords
Field
DocType
chunk hierarchy,human data,template theory,expertise,computer simulation,expert memory acquisition,chess position,early stage,human subject,retrieval structures,chunk size,memory,perception,chrest,template
Memory acquisition,Computer science,CHREST,Speech recognition,Artificial intelligence,Template,Hierarchy,Perception,Recall,Machine learning
Journal
Volume
Issue
ISSN
3
1
Cognitive Systems Research
Citations 
PageRank 
References 
7
0.64
1
Authors
2
Name
Order
Citations
PageRank
Fernand Gobet111526.08
Samuel Jackson281.00