NDLI: A new method to evaluate order and accuracy of inaccurately and incompletely reproduced movement sequences

Content Provider	Springer Nature Link
Author	Drever, Johannes Straube, Andreas Eggert, Thomas
Copyright Year	2010
Abstract	Studying imitation learning of long sequences requires the evaluation of inaccurately and incompletely reproduced movement sequences. In order to evaluate the movement reproduction, it has to be assigned to the original stimulus. We developed an assignment algorithm that considers the Spatial Neighborhood and Order of reproduction (SNOA). To evaluate the features of this analysis it was applied to human performance during learning of long pointing sequences under two conditions: stimulus-guided reproduction with high spatial accuracy and imitation learning with low spatial accuracy. The results were compared with a simple assignment considering Spatial Neighborhood only (SNA) and with a Manual Assignment (MA). In the stimulus-guided reproduction the error measures did not differ between the algorithms. In contrast, with imitation learning, SNOA and MA generated higher estimates of order and omission errors than SNA. The results show that SNOA can be used to automatically quantify the similarity of both movement structure and metric information between long target sequences and inaccurate and incomplete movement reproductions.
Starting Page	269
Ending Page	277
Page Count	9
File Format	PDF
ISSN	07433808
Journal	Behavior Research Methods
Volume Number	43
Issue Number	1
e-ISSN	15543528
Language	English
Publisher	Springer-Verlag
Publisher Date	2010-11-12
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Sequence learning Imitation learning Contour matching Cognitive Psychology
Content Type	Text
Resource Type	Article
Subject	Experimental and Cognitive Psychology 3200/3201 Psychology

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