id |
caadria2008_40_session4b_328 |
authors |
Lin, Chieh-Jen; Mao-Lin Chiu |
year |
2008 |
title |
Open Ontology: A Self-Organizing Tool for Knowledge Acquisition in a Case Library |
doi |
https://doi.org/10.52842/conf.caadria.2008.328
|
source |
CAADRIA 2008 [Proceedings of the 13th International Conference on Computer Aided Architectural Design Research in Asia] Chiang Mai (Thailand) 9-12 April 2008, pp. 328-334 |
summary |
This paper is aimed to establish a sufficiently formalized, expandable metadata authoring tool of a case library based on ontology methodologies of AI. This tool cannot only self-organize facts of cases’ features, but can also guide users to arrange those facts into a formalized structure to facilitate design reasoning. Then knowledge experts, such as design instructors or project managers, can apply this tool to author and organize metadata of cases’ features in order to build knowledge templates for special situations. Beginners, such as students or assistants, can apply those templates to indicate and analyze facts of collected cases’ features and acquire essential knowledge in solving problems. Finally, through easily recognized semantic relations of metadata, facts of cases’ features can be self-organized, and the system can apply data mining techniques to detect and discover hidden knowledge patterns among facts of cases’ features. |
keywords |
Case Library; Design Knowledge; Knowledge Representation; Semantic Ontology; and Data Mining |
series |
CAADRIA |
email |
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full text |
file.pdf (143,180 bytes) |
references |
Content-type: text/plain
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Antoniou, G. & van Harmelen, F. (2004)
A Semantic Web Primer
, MIT Press, Cambridge
|
|
|
|
Fellbaum, C. ed. (1998)
WordNet: An Electronic Lexical Database
, MIT Press, Cambridge
|
|
|
|
Fensel, D. (2003)
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
, Springer-Verlag, New York
|
|
|
|
Gruber, T. R. (1993)
A translation approach to portable ontology specifications
, Knowledge Acquisition, 5, pp.199-200
|
|
|
|
Guarino, N. (1998)
Formal ontology and information systems
, FOIS ’98, Trento, Italy, pp.3-15
|
|
|
|
Heylighen, A. & Neuckermans, H. (2001)
A case base of case-based deign tools for architecture
, Computer Aided Design, 33(14), pp.1111-1122
|
|
|
|
Kolodner, J.L. & Leake, D.B. (1996)
A tutorial introduction to case-based reasoning
, Leake, D.B. (ed.), Case-Based Reasoning: Experiences, Lessons, & Future Directions, MIT Press, Cambridge, pp.31-65
|
|
|
|
Lin, C.J. and Chiu, M.L. (2003)
Smart semantic query of design Information in a case library
, CAADFutures 2003, Kluwer Academic Publishers, Tainan, Taiwan, pp.125-135
|
|
|
|
Roiger, R. J. and Geatz, M.W. (2003)
Data Mining: A Tutorial-based Primer
, Addison Wesley, Boston
|
|
|
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last changed |
2022/06/07 07:59 |
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