A methodology of engineering ontology development for information retrieval

Proceedings of ICED 2007, the 16th International Conference on Engineering Design

Volumn DS 42, Issue , 2007, Pages

  Li, Zhanjun ^a   Raskin, Victor ^a   Ramani, Karthik ^a,b  

^a PURDUE UNIVERSITY   (United States)

^b Purdue University   (United States)

Author keywords

Engineering information retrieval; Engineering ontology; Knowledge acquisition; Reuse

Indexed keywords

CAD DRAWINGS; COMPUTATIONAL FRAMEWORK; ENGINEERING DOCUMENT; ENGINEERING DOMAINS; ENGINEERING INFORMATION; ENGINEERING KNOWLEDGE; INFORMATION RETRIEVAL APPROACH; KEY WORD MATCHING; LONG-TERM GOALS; ONTOLOGY DEVELOPMENT; ONTOLOGY ENGINEERING; ONTOLOGY-BASED; PRODUCT-LIFE-CYCLE; PROJECT REPORTS; REUSE; SEMI-AUTOMATICS;

DESIGN; KNOWLEDGE ACQUISITION; SEMANTICS;

INFORMATION RETRIEVAL;

EID: 84862620865     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (41)

1. McMahon C.A., Lowe, A., Culley, S.J., Corderoy, M., Crossland, R., Shah, T., and Stewart, D. Waypoint: An Integrated Search and Retrieval System for Engineering Documents. ASME J. Computer and Information Science in Engineering (JCISE), 2004, 4(4), 329-338.
2. Court, A.W., Ullman, D.G., and Culley, S.J. A Comparison between the Provision of Information to Engineering Designers in the UK and the USA. Int. J. Information Management, 1998, 18(6), 409-425.
3. Ullman, D.G. The Mechanical Design Process. 2001 (New York: McGraw-Hill).
4. Ahmed, S. and Wallace K.M. Identifying and Supporting the Knowledge Needs of Novice Designers within the Aerospace Industry. J. of Engineering Design, 2004, 15(5), 475-492.
5. Sivaloganathan, S. Engineering Design Conference 98: Design Reuse, 1998 (ASME 98).
6. Hertzum, M. and Pejtersen, A.M. The Information-seeking Practices of Engineers: Searching for Document as well as for People. J. Information Processing and Management, 2000, 36(5), 761-778.
7. Salton, G. Automatic Text Processing. 1989 (Wokingham: Addison Wesley).
8. Deerwester, S., Dumais, S. T., Furnas, G. W., Landauer, T. K., and Harshman, R. Indexing by Latent Semantic Analysis. J. American Society for Information Science, 1990, 41(6), 391-407.
9. Ponte, J. and Croft, W. A Language Modeling Approach to Information Retrieval. ACM SIGIR, 1998.
10. Robertson, S.E., Walker, S., and Hancock-Beaulieu, M. Okapi at TREC-7: Automatic Ad hoc Filtering, VLC and Interactive. TREC-7, 1999.
11. Dong, A. and Agogino, A.M. Text Analysis for Constructing Design Representations. J. Artificial Intelligence in Engineering, 1996, 11, 65-75.
12. Ahmed, S., Kim, S., and Wallace, K.M. A Methodology for Creating Ontologies for Engineering Design. Proc. ASME/IDET&CIE Conf., Long Beach, CA, 2005.
13. Yang, M.C., Wood, W.H. and Cutkosky, M.R. Design Information Retrieval: A Thesauri-based Approach for Reuse of Informal Design Information. J. Engineering with Computers, 2005, 21(2), 177-192.
14. Uschold, M. and Grüninger, M. Ontologies and Semantics for Seamless Connectivity. SIGMOD Record, 2004, 33(4), 58-64.
15. Nirenburg, S. and Raskin, V. Ontological Semantics. 2004 (Cambridge, MA: MIT Press).
16. Schlenoff, C. Denno, E., Ivester, R., Libes, D., and Szykman, S, An Analysis and Approach to Using Existing Ontological Systems for Applications in Manufacturing. J. Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AIEDAM), 2000, 14, 257-270.
17. Lenat, D.B. and Guha, R.V., Building Large Knowledge-based Systems: Representation and Inference in the Cyc Project. 1990 (Addison-Wesley, Boston).
18. Gruber, T. Towards Principles for the Design of Ontologies Used for Knowledge Sharing. Intl. J. of Human-Computer Studies, 1995, 43(5/6), pp. 907-928.
19. Uschold, M. and King, M. Towards a Methodology for Building Ontologies. IJCAI95 Workshop on Basic Ontological Issues in Knowledge Sharing, 1996, Montreal.
20. Grüninger, M. and Fox, M.S. Methodology for the Design and Evaluation of Ontologies. Proc. Int'l Joint Conf. AI Workshop on Basic Ontological Issues in Knowledge Sharing, 1995.
21. Noy, N.F. and McGuinness, D.L. Ontology Development 101: A Guide to Creating Your First Ontology. Technical Report, KSL-01-05 and SMI-2001-0800, 2001, Stanford, Knowledge Systems Laboratory and Stanford Medical Informatics.
22. Fernández-López, M., Gómez-Pérez, A., and Sierra, J.P. Building a Chemical Ontology Using Methonology and the Ontology Design Environment. IEEE Intelligent Systems, 1999, 14(1).
23. Gómez-Pérez, A., Angele, J., Fernández-López, M., Christophides, V. Sure, Y. (ed.) A Survey on Ontology Tools. OntoWeb Deliverable, Universidad Politecnia de Mardrid, 2002.
24. Eris, O., Hansen, P.H.K., Mabogunge, A., and Leifer, L. Toward a Pragmatic Ontology for Product Development Projects in Small Teams. In Proc. Int'l Conf. on Engineering Design (ICED'99), 1999, Munich.
25. Nanda, J. Simpson, T.W., Kumara, S.R.T., and Shooter, S.B. A Methodology for Product Family Ontology Development Using Formal Concept Analysis and Web Ontology Language. JCISE, 2006, 6, 1-11.
26. Hwang, C. H. Incompletely and Imprecisely Speaking: Using Dynamic Ontologies for Representing and Retrieving Information. Technical Report, 1999, Austin: Microelectronics and Computer Technology Corp., TX.
27. Shamsfard, M. and Barforoush, A.A. Learning Ontologies from Natural Language Texts. Int. J. Human-Computer Studies, 2004, 60, 17-63.
28. Li, Z., Raskin, V., and Ramani, K. Developing Ontologies for Engineering Information Retrieval. Proc. ASME 2007 IDETC/CIE Conf., Las Vegas, NE, September, 4-7 (accepted).
29. Li, Z. and Ramani, K. Ontology-based design information extraction and retrieval. AIEDAM, 21(2), 2007.
30. Kuffner, T.A. and Ullman, D.G. The Information Request of Mechanical Design Engineers. Design Studies, 1991, 12, 42-50.
31. th ASME/DTM Conf., Scottsdale, AZ, 1992, 42, 141-147.
32. Pugh, S. Total Design: Integrated Methods for Successful Product Engineering. 1997 (Wokingham: Addison-Wesley).
33. Lowe, A. McMahon, C. Shah, T., and Culley, S. An Analysis of the Content of Technical Information Used by Engineering Designers. Proc. of ASME/DET Conf., 2000, Baltimore.
34. Hirtz, J., Stone, R.B., McAdams, D.A., Szykman, S., and Wood, K.L. A Functional Basis for Engineering Design: Reconciling and Evolving Previous Efforts. Research in Engineering Design, 2002, 13(2), 65-82.
35. Kim, J., Will, P., Ling, S.R., & Neches, B. Knowledge-rich Catalog Services for Engineering Design. AIEDAM, 2003, 17 (4), 349-366.
36. Triezenberg, K.E. Ontology of Emotion. PhD thesis, 2006, Purdue University.
37. Rothbart, H.A. Mechanical Design Handbook, 1996 (McGraw-Hill, NY).
38. Collins, J.A., Hagan, B.T., and Bratt, H.M. The Failure-Experience Matrix - A Useful Design Tool. J. of Engineering for Industry, 1976, August, 1074-1079.
39. Kutz, M. Handbook of Materials Selection. 2002 (John Wiley & Sons, NY).
40. Kutz, M. Mechanical Engineers' Handbook, Manufacturing and Management. 2005 (John Wiley & Sons, NY).
41. Guarino, N. and Welty, C. Towards a Methodology for Ontology-based Model Engineering. In Proc. of the ECOOP-2000 Workshop on Model Engineering, 2000.