Title :
Implementing an XML based Unified Knowledge Manipulation Languages for SOAR cognitive architecture
Author :
Khandan, Hamed ; Lucas, Caro
Author_Institution :
Res. Center for Sci. & Technol. In Med., Tehran Univ. of Med. Sci., Tehran
Abstract :
SOAR is a major exemplar of architectural approach to machine cognition with numerous applications including speech recognition, machine perception, robotic, and strategy planning. We have replaced language used in SOAR architecture with our own developed XML based unified knowledge manipulation language (UKML) to demonstrate this language as a shared platform for procedural knowledge representation in cognitive architectures, and enhance SOAR with some valuable new features including the ability of manipulating XML formatted factual knowledge, greatly improved code readability and organization, and elimination of some ambiguities of Soar traditional language. This paper is a report on this implementation of UMKL, enriched with some examples and their results.
Keywords :
XML; inference mechanisms; software architecture; SOAR cognitive architecture; cognitive architectures; knowledge representation; machine perception; speech recognition; strategy planning; unified knowledge manipulation languages; Biomedical imaging; Cognition; Intelligent control; Intelligent robots; Knowledge representation; Machine intelligence; Natural languages; Process control; Web sites; XML; Cognitive Systems; Knowledge Manipulation Language; Logic Programming Language; Machine Inference; Soar; XML;
Conference_Titel :
Cybernetics and Intelligent Systems, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1673-8
Electronic_ISBN :
978-1-4244-1674-5
DOI :
10.1109/ICCIS.2008.4670859
