Semantics-based design knowledge annotation and retrieval

Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - DETC2005

Volumn 3 B, Issue , 2005, Pages 799-808

  Li, Zhanjun ^a   Liu, Min ^a   David, C ^a   Anderson, ^a   Ramani, Karthik ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

Design document; Design knowledge annotation; Ontology; Retrieval; Reuse

Indexed keywords

COMPUTER SIMULATION; NATURAL LANGUAGE PROCESSING SYSTEMS; PRODUCT DESIGN; PRODUCT DEVELOPMENT;

DESIGN DOCUMENT; DESIGN KNOWLEDGE ANNOTATION; ONTOLOGY; RETRIEVAL; REUSE;

COMPUTER AIDED DESIGN;

EID: 33144477513     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/detc2005-85107     Document Type: Conference Paper

References (27)

1. Marsh, J. R., 1997, "The Capture and Utilization of Experience in Engineering Design," PhD. Thesis, Cambridge University, Cambridge, UK.
2. Ahmed, S. and Wallace, K., 2003, "Reusing Design Knowledge," 14th CIRP Design Seminar, Cairo, Egypt.
3. nd ed., McGraw-Hill, New York, USA.
4. Dixon, L. A. and Colton, J. S., 1998, "An Anchoring Adjustment Process Model for Redesign," Journal of Engineering Design, 9, pp. 297-314.
5. Busby, J. S., 1999, "The Problem with Design Reuse: An Investigation into Outcomes and Antecedents," Journal of Engineering Design, 10, pp. 277-296.
6. Hmelo-Silver, C. E. and Pfeffer, M. G., 2004, "Comparing Expert and Novice Understanding of a Complex System from the Perspective of Structures, Behaviors, and Functions," Cognitive Science, 28, pp. 127-138.
7. Baya, V, Gevins, J, Baudin, C, Mabogunje, A, Leifer, L., and Toye, G., 1992, "An Experimental Study of Design Information Reuse," Proceedings of the ASME 4th International Conference on Design Theory and Methodology, Scottsdale, AZ, USA, Vol. 42, pp. 141-147.
8. Kuffner, T. A. and Ullman, D. G., 1991, "The Information Request of Mechanical Design Engineers," Design Studies, 12, pp. 42-50.
9. Chovan, J. D. and Waldron, M. B., 1990, "The Use of Function and Form when Reading Mechanical Engineering Drawings by Expert and Non-experts," Proceedings of the ASME Design Theory and Methodology Conference, Chicago, IL, USA, pp. 137-144.
10. Hwang, C. H., 1999, "Incompletely and Imprecisely Speaking: Using Dynamic Ontologies for Representing and Retrieving Information," Technical Report MCC-INSL-043-99, Microelectronics and Computer Technology Corporation, Austin, TX, USA.
11. Nirenburg, S. and Raskin, V., 2003, Ontological Semantics, MIT Press, Cambridge, MA, USA.
12. Ciocoiu, M., Nau, D. S., and Gruninger, M., 2001, "Ontologies for Integrating Engineering Applications," Journal of Computer Information Science in Engineering, 1, pp. 12-22.
13. Studer, R., Benjamins, V.R., and Fensel, D., 1998, "Knowledge Engineering: Principles and Methods," Data and Knowledge Engineering, 25, pp. 161-197.
14. The Center for Education and Research in Information Assurance and Security (CERIAS): Knowledge Base Acquisition Editor, Http//:kbae.cerias.purdue.edu:443/.
15. Li, Z., Anderson, D. C., and Ramani, K., 2005, "An Initial Study of Ontology-based Design Knowledge Modeling for Product Retrieval and Reuse," International Conference on Engineering Design, ICED 05, Melbourne, Australia.
16. Brill, E. and Mooney, R. J., 1997, "An Overview of Empirical Natural Language Processing," AI Magazine, 18, pp. 13-24.
17. Glasgow, B., Mandell, A., Binney, D., Ghemri, L., and Fisher, D., 1998, "MITA, An Information-Extraction Approach to the Analysis of Free-Form Text in Life Insurance Applications," AI magazine, 19, pp. 59-71.
18. Baeza, R. and Neto, B., 1999, Modern Information Retrieval, Addison Wesley, New York, USA.
19. Cowie, J., and Lehnert, W., 1996, "Information Extraction," Communications of the ACM, 39, pp. 80-91.
20. Wartick, S., 1992, "Boolean Operations, in Information Retrieval: Data Structures and Algorithms," edited by Frakes, W. B. and Baeze-Yates, R., Prentice Hall, Englewood Cliffs, NJ, USA, pp. 264-292.
21. Salton, G., 1989, Automatic Text Processing, Addison Wesley.
22. Fuhr, N., 1992, "Probabilistic Models in Information Retrieval," The Computer, 35, pp. 243-255.
23. Daelemans, W., Zavrel, J., Berck, P., and Gillis, S., 1996, "MET: A Memory-based Part Of Speech Tagger Generator," Proceedings of 4th Workshop on Very Large Corpora, edited by Ejerhed, E. and Dagan, I., pp. 14-27.
24. Jurafsky, D. and Martin, J. H., 2000, Speech and Language Processing; An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, Prentice-Hall, Upper Saddle River, NJ, USA.
25. Khan, L., McLeod, D, and Hovy, E., 2004, "Retrieval Effectiveness of an Ontology-based Model for Information Retrieval," VDLB Journal, 13, pp. 71-85.
26. Liu, J., Wong, C. K., and Hui, K. K., 2003, "An Adaptive User Interface Based on Personalized Learning," IEEE Intelligent Systems, 18, pp. 52-57.
27. Marcus, M., Santorini, B., and Marcinkiewicz., M. A., 1994, "Building a Large Annotated Corpus of English: The Penn Treebank," Computational Linguistics, 19, pp.313-330.