DocumentCode :
1144789
Title :
On understanding understanding. Perception-based processing of NL texts in SCIP systems, or meaning constitution as visualized learning
Author :
Rieger, Burghard B.
Author_Institution :
Univ. of Trier, Germany
Volume :
34
Issue :
4
fYear :
2004
Firstpage :
425
Lastpage :
438
Abstract :
Inspired by information systems theory, semiotic cognitive information processing (SCIP) is grounded in (natural/artificial) system-environment situations. SCIP systems´ knowledge-based processing of information makes it cognitive, their sign and symbol generation, manipulation, and understanding capabilities render it semiotic. Based upon structures whose representational status is not a presupposition to, but a result from recursive processing, SCIP algorithms initiate and modify the structures they are operating on to realize (rather than simulate) language understanding by meaning constitution. Thus, the symbolic (de)composition of propositional structures in traditional semantics is complemented by SCIP, which models learning and understanding dynamically by visualizing what is understood in a perception-based, subsymbolic, multiresolutional way of processing natural language discourse. An experimental 2-dim scenario with object locations described relative to a mobile agent´s varying positions allows to test the SCIP systems´ performance against human natural language understanding in a controlled way. The implementation of the SCIP system-environment testbed is due to my PhD-students, Christoph Flores and Daniel John, whose design and programming proficiencies are thankfully appreciated.
Keywords :
cognition; cognitive systems; computational linguistics; fuzzy systems; learning (artificial intelligence); learning systems; mobile agents; natural languages; visual perception; NL text; SCIP systems; computational semiotics; fuzzy modeling; information systems theory; knowledge-based processing; mobile agent; natural-artificial system environment; perception-based processing; processing natural language discourse; quantitative linguistics; semiotic cognitive information processing; visualized learning; Constitution; Fuzzy control; Fuzzy systems; Grounding; Humans; Information processing; Information systems; Natural languages; System testing; Visualization;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher :
ieee
ISSN :
1094-6977
Type :
jour
DOI :
10.1109/TSMCC.2004.833293
Filename :
1347295
Link To Document :
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