CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id caadria2005_a_7a_d
authors Chieh-Jen Lin, Mao-Lin Chiu
year 2005
title Ontology Based Design Knowledge Detective Agent
source CAADRIA 2005 [Proceedings of the 10th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 89-7141-648-3] New Delhi (India) 28-30 April 2005, vol. 1, pp. 239-250
summary Design knowledge abstracted from cases is important for designers. This paper is aimed to build an agent to detect those correlations between explicit features of design cases and relevant design problems. Using the data mining algorithm, we have accumulated a list of keywords about design problems and their relevant concept from textual information of a case library, and established their semantic ontology by clustering their semantic and sentence structural relations from previous studies. Meanwhile, we also established another hierarchical ontology of explicit design case features by applying design domain knowledge. Then, through mapping semantic relations of relevant keywords between two ontologies, the system will become more sensitive to the correlations of design case features and relevant design problems. Finally, a graphical interface is built to visualize these correlations and help user to recognize useful design knowledge cached in design cases.
series CAADRIA
email t60011@ms.twcat.eu.tw, mc2p@mail.ncku.edu.tw
full text file.pdf (80,822 bytes)
references Content-type: text/plain
details citation check to select
100%; open Ahrens, K, Chung S.F. & Huang C. (2003) Find in CUMINCAD Conceptual Metaphors: Ontology-based Representation and Corpora Driven Mapping Principles , Proceedings of the ACL Workshop on the Lexicon and Figurative Language
100%; open Baeza-Yates, R. & B. Ribeiro-Neto (1999) Find in CUMINCAD Modern Information Retrieval , New York: Addison Wesley
100%; open Chen, H.C., Tobun D. Ng, J. Martinez, & B. R. Schatz (1997) Find in CUMINCAD A Concept Space Approach to Addressing the Vocabulary Problem in Scientific Information Retrieval: an Experiment on the Worm Community System , Journal of the American Society of Information Science, vol. 48, no. 1, pp. 1731
100%; open Fensel, D. (2003) Find in CUMINCAD Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce , New York: Springer-Verlag
100%; open Gruber, T. R. (1993) Find in CUMINCAD A Translation Approach to Portable Ontology Specifications , Knowledge Acquisition, vol. 5, pp. 199200
100%; open Lin, C.J. & M.L. Chiu (2003) Find in CUMINCAD 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 (CAADFutures), Tainan, Taiwan, pp.125135, Kluwer Academic Publishers
100%; open Lin, C.J. & M.L. Chiu (2004) Find in CUMINCAD Design Knowledge Discovery in Cases ~ Human View vs. Machine View , Proceedings of 9th International Conference on Computer Aided Architectural Design Research in Asia (CAADRIA), Seoul, Korea, pp. 265274, Yonsei University Press
100%; open Maher, M. L., M.B. Balachandran, D.M. Zhang (1995) Find in CUMINCAD Case-based Reasoning in Design , Lawrence Erlbaum Associates, Inc., New Jersey
100%; open Pearce, M. & Goel, A. (et al.) (1992) Find in CUMINCAD Case-Based Design Support: A Case Study in Architectural Design , IEEE Expert, vol. 7, no. 5, pp. 14-20
100%; open Riesbeck, C. K. (1996) Find in CUMINCAD 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, pp. 371-388
100%; open Simoff, S.J. & M. Maher (1998) Find in CUMINCAD Ontology-based Multimedia Data Mining for Design Information Retrieval , Proceedings of ACSE Computing Congress. Cambridge
100%; open Witten, I. H. & E. Frank (2000) Find in CUMINCAD Data Mining Practical Machine Learning Tools and Techniques with JAVA Implementations , San Francisco: Morgan Kaufmann

last changed 2005/04/30 01:30
HOMELOGIN (you are user _anon_446025 from group guest) Works Powered by SciX Open Publishing Services 1.002