Title :
CommonKADS´s knowledge model using UML architectural view and extension mechanism
Author :
Surakratanasakul, Boonprasert ; Hamamoto, Kazuhiko
Author_Institution :
Sch. of Inf. & Telecommun. Eng., Tokai Univ., Tokyo, Japan
fDate :
Nov. 29 2011-Dec. 1 2011
Abstract :
One of the challenges for any knowledge engineering methodology is to find appropriate ways of modeling knowledge in a schematic way. The CommonKADS methodology is a de-facto technique for knowledge modeling. It specifies knowledge and reasoning requirements of the prospective system. CommonKADS´s knowledge modeling consists of three parts that capturing a related group of knowledge structure: Domain knowledge, Inference knowledge and Task knowledge. Unfortunately there is no standard approach for modeling the knowledge model; Domain knowledge is constructed comparable to entity of class, but Inference and Task knowledge use special graphic notations to develop on difference way. In addition, it is hardly correlated the knowledge model with other related models such as, Business knowledge model in Context level and Humansystem interface application in Knowledge-intensive task. For these reasons, this paper purposes an architectural model´s view and UML´s extension mechanism approach for supporting knowledge engineers to develop the knowledge modeling. The result of research is the UML metamodel that capture knowledge modeling in two levels; Architectural level and Metaclass level, both of all rely on the concept of CommonKADS methodology.
Keywords :
Unified Modeling Language; inference mechanisms; knowledge based systems; software architecture; user interfaces; CommonKADS knowledge modeling; UML architecture; UML extension mechanism; UML metamodel; Unified Modeling Language; business knowledge model; context level; de-facto technique; domain knowledge; graphic notations; human-system interface application; inference knowledge; knowledge engineering; knowledge engineers; knowledge structure; knowledge-intensive task; metaclass level; reasoning requirements; task knowledge; Cognition; Computational modeling; Knowledge based systems; Knowledge engineering; Object oriented modeling; Solid modeling; Unified modeling language; Architectural View; CommonKADS Methodology; Knowledge Model; Knowledge-Based System; UML Extensions;
Conference_Titel :
Advanced Information Management and Service (ICIPM), 2011 7th International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-4577-0471-0