Paper Info
Title
From Information Assistance to Cognitive Automation: A Smart Assembly Use Case.
Abstract
Information assistance helps in many application domains to structure, guide and control human work processes. However, it lacks a formalisation and automated processing of background knowledge which vice versa is required to provide ad-hoc assistance. In this paper, we describe our conceptual and technical work towards this cognitive automation. We focus here on including contextual background knowledge to raise the worker's awareness, guide, and monitor assembly activities. We present cognitive architectures as missing link between highly sophisticated manufacturing data systems and implicitly available contextual knowledge on work procedures and concepts of the work domain. Our work is illustrated with examples in SWI-Prolog and the Soar cognitive architecture which is part of the Plant@Hand assembly assistance system.
Year
DOI
Venue
2015
10.1007/978-3-319-27947-3_11
AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2015
Field
DocType
Volume
Cognitive automation,Data system,Computer science,Knowledge management,Human–computer interaction,Artificial intelligence,Soar,Cognition,Cognitive architecture,Machine learning
Conference
9494
ISSN
Citations 
PageRank 
0302-9743
1
0.35
References 
Authors
8
2
Name
Order
Citations
PageRank
Mario Aehnelt1516.79
Sebastian Bader25114.66