| id |
204caadria2004 |
| authors |
Chieh-Jen Lin, Mao-Lin Chiu |
| year |
2004 |
| title |
Design Knowledge Discovery in Cases - The Machine View Vs. the Human View |
| doi |
https://doi.org/10.52842/conf.caadria.2004.265
|
| source |
CAADRIA 2004 [Proceedings of the 9th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 89-7141-648-3] Seoul Korea 28-30 April 2004, pp. 265-274 |
| summary |
In the previous study, we had applied the data mining techniques and ontology methodology to develop a keyword-based schema to extract and represent the implicit information within a case library, Case Base for Architecture (CBA). To improve the ability of our keyword-based schema on extracting and representing design knowledge within cases, we proceeded some experiments to understand the design’s mental behaviors in extracting knowledge from cases. Through protocol analysis, we attempted to establish a knowledge discovery model of extracting design knowledge from cases, and to propose methods to apply this model to improve our keyword-based schema. Through collecting adjective keywords to restructure our design dictionary, we attempt to make our system more sensitive to design knowledge, and more sensitive to user’s intensions by extending the ontology of our keyword list. |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (191,887 bytes) |
| references |
Content-type: text/plain
|
Baeza-Yates, R. and B. Ribeiro-Neto (1999)
 Modern Information Retrieval
, New York: Addison Wesley
|
|
|
|
|
Chiu, M.L., C.J. Lin, T.S. Jeng and C.H. Lee (2002)
Re-Searching the Research Problems in CAAD: Data Mining in i-CAADRIA
, Proceedings of CAADRIA 2002, Kuala Lumpur, Malaysia: Prentice Hall, pp.31-38
|
|
|
|
|
Lin, C.J., Chiu, M.L. (2003)
Information Mining within a Case Library: Visual Links of Correlation among Cases
, Proceedings of 8th International Conference on Computer Aided Architectural Design Research in Asia (CAADRIA), Bangkok, Thailand, Rangsit University, pp.249-261
|
|
|
|
|
Lin, C.J., Chiu, M.L. (2003)
Smart Semantic Query of Design Information in A Case Library, Digital Design: Research and Practice
, Proceedings of the 10th International Conference on Computer Aided Architectural Design Futures ( CAAD Futures), Tainan, Taiwan, Kluwer Academic Publishers, pp.125-135
|
|
|
|
|
Maher, M. L., Balachandran, M.B., Zhang, D.M. (1995)
Case-based Reasoning in Design
, Lawrence Erlbaum Associates, Inc., New Jersey
|
|
|
|
|
Martens, B., Turk, Z. (2002)
Digital CAADRIA-Proceedings: Retrospective Analysis of Content
, Proceedings of CAADRIA 2002, Kuala Lumpur, Malaysia: Prentice Hall, pp.23- 30
|
|
|
|
|
Riesbeck, C. K. (1996)
What Next? The Future of Case-Based Reasoning in Post-Modern AI.
, Case-Based Reasoning: Experiences, Lessons, & Future Directions, ed. David B. Leake, Cambridge: the MIT Press, 1996, PP371-388
|
|
|
|
|
Simoff, S.J. and M. Maher (1998)
Ontology-based Multimedia Data Mining for Design Information Retrieval
, Preceedings of ACSE Computing Congress. Cambridge
|
|
|
|
|
Witten, I. H. and E. Frank (2000)
Data Mining – Practical Machine Learning Tools and Techniques with JAVA Implementations
, San Francisco: Morgan Kaufmann
|
|
|
|
| last changed |
2022/06/07 07:55 |
|
