Skip to main content

A Natural Language Approach to Biomimetic Design

  • Chapter
  • First Online:
Biologically Inspired Design

Abstract

Identifying relevant analogies from biology is a significant challenge for both designers who are interested in applying biological analogies for design and researchers who are developing general methods to support biomimetic design. This chapter discusses how a natural language approach facilitates the identification of biological analogies. We review methods developed to locate useful biological knowledge in natural language format, for example books and papers, as well as apply the identified knowledge to design solutions. We then discuss how these methods can bridge the gap between the increasing amounts of available information in biology and the goal of capturing computational design knowledge for biomimetic design. Finally, application examples of the natural language approach demonstrate that this approach can identify nonobvious analogies that are based on the transfer of abstract strategies, in addition to the direct mimicries that are used in most other biologically inspired design solutions.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Bar-Cohen Y (2006) Biomimetics—Using nature to inspire human innovation. Bioinspiration Biomimetics 1(1):1–12

    Article  Google Scholar 

  • Benyus JM (1997) Biomimicry: Innovation inspired by nature. William Morrow & Co, New York

    Google Scholar 

  • Bonnardel N (2000) Towards understanding and supporting creativity in design: Analogies in a constrained cognitive environment. Knowl-Based Syst 13(7–8):505–513

    Article  Google Scholar 

  • Bruck H, Gershon A, Golden I, Gupta S, Gyger L, Magrab E (2007) Training mechanical engineering students to utilize biological inspiration during product development. Bioinspiration Biomimetics 2(4):S198–S209

    Article  Google Scholar 

  • Chakrabarti A, Shu LH (2010) Biologically inspired design. Spec Issue Biologically Inspired Des AIEDAM 24(4):453–454

    Google Scholar 

  • Chakrabarti A, Sarkar P, Leelavathamma B, Nataraju BS (2005) A functional representation for aiding biomimetic and artificial inspiration of new ideas. Artif Intell Eng Des Anal Manuf 19(2):113–132

    Google Scholar 

  • Cheong H, Shu LH (2009) Effective analogical transfer using biological descriptions retrieved with functional and biologically meaningful keywords. Proceedings ASME International design engineering technical conference, San Diego, CA, 30–2 Aug–Sept 2009, DETC2009-86680

    Google Scholar 

  • Cheong H, Shu LH (2012) Automatic extraction of causally related functions from natural-language text for biomimetic design. Proc. ASME Int. Design engineering technical conference, Chicago, IL, 12–15 Aug 2012, DETC2012-70732

    Google Scholar 

  • Cheong H, Shu LH, Stone RB, McAdams DA (2008) Translating terms of the functional basis into biologically meaningful keywords. Proceedings ASME international design engineering technical conference, NYC, NY, 3–6 Aug 2008, DETC2008-49363

    Google Scholar 

  • Cheong H, Chiu I, Shu LH (2010) Extraction and transfer of biological analogies for creative concept generation. Proceedings ASME international design engineering technical conference, Montreal, Canada, 15–18 Aug 2010, DETC2010-29006

    Google Scholar 

  • Cheong H, Chiu I, Shu LH, Stone RB, McAdams DA (2011) Biologically meaningful keywords for functional terms of the functional basis. J Mech Des 133:021007

    Article  Google Scholar 

  • Cheong H, Hallihan G, Shu LH (2012) Understanding analogical reasoning in biomimetic design: an inductive approach. Design computing and cognition DCC’12, College Station, TX, 7–9 June 2012

    Google Scholar 

  • Chiu I, Shu LH (2004) Natural language analysis for biomimetic design. Proceedings of ASME design engineering technical conference, Salt Lake City, UT, 28–2 Sept–Oct 2004, DETC2004-57250

    Google Scholar 

  • Chiu I, Shu LH (2005) Bridging cross-domain terminology for biomimetic design. Proceedings ASME international design engineering technical conference, Long Beach, CA, 24–28 Sept 2005, DETC2005-84908

    Google Scholar 

  • Chiu I, Shu LH (2007) Biomimetic design through natural language analysis to facilitate cross-domain information retrieval. Artif Intell Eng Des Anal Manuf 21(1):45–59

    Google Scholar 

  • Currie J, Fung K, Mazza AG, Wallace JS, Shu LH (2009) A comparison of biomimetic design and TRIZ applied to the design of a proton exchange membrane fuel cell. 6th International conference on innovation and practices in engineering design and engineering education, Hamilton, Ontario, 27–29 July 2009

    Google Scholar 

  • Davidson M, Bligh D, Maloney N, McKnight C, Young W, Shu LH, Potvin M-J, Warkentin A (2009) Biomimetic design of a multi-layered dust protection system for optical instruments operating in the lunar environment. 6th International Conference on Innovation and practices in engineering design and engineering education, Hamilton, Ontario, 27–29 July 2009

    Google Scholar 

  • de Marneffe M-C, MacCartney B, Manning CD (2006) Generating typed dependency parses from phrase structure parses. Proceedings of the international conference on language resources and evaluation, pp 449–454

    Google Scholar 

  • Gentner D (1983) Structure-mapping: a theoretical framework for analogy. Cogn Sci 7(2):155–170

    Article  Google Scholar 

  • Girju R (2003) Automatic detection of causal relations for question answering. Proceedings of the ACL 2003 workshop on multilingual summarization and question answering, vol 12. pp 76–83

    Google Scholar 

  • Goel AK (1997) Design, analogy, and creativity. IEEE Expert 12(3):62–70

    Article  MathSciNet  Google Scholar 

  • Goel AK, Rugaber S, Vattam S (2009) Structure, behavior, and function of complex systems: The structure, behavior, and function modeling language. Artif Intell Eng Des Anal Manuf 23(1):23–35

    Google Scholar 

  • Goel AK, Vattam S, Wiltgen B, Helms M (2011) Cognitive, collaborative, conceptual and creative—Four characteristics of the next generation of knowledge-based CAD systems: a study in biologically inspired design. Comput Aided Des 44(10):879–900

    Article  Google Scholar 

  • Hacco E, Shu LH (2002) Biomimetic concept generation applied to design for remanufacture. Proceedings ASME international design engineering technical Conference, Montreal, Canada, 29–2 Sept–Oct, DETC2002-34177

    Google Scholar 

  • Hearst M (1998) Automated discovery of WordNet relations. In: Fellbaum C (ed) WordNet: An electronic lexical database. MIT Press, Cambridge

    Google Scholar 

  • Helms M, Vattam SS, Goel AK (2009) Biologically inspired design: process and products. Des Stud 30(5):606–622

    Article  Google Scholar 

  • Hobbs JR (1978) Resolving pronoun references. Lingua 44(4):311–338

    Article  Google Scholar 

  • Hoeller N, Salustri F, DeLuca D, Pedersen Zari M, Love M, McKeag T, Stephens E, Reap J, Sopchak L (2007) Patterns from Nature. Proc. of the 2007 Society for Experimental Mechanics Annual Conference and Exposition on Experimental and Applied Mechanics, Springfield, MA, 4–6 June 2007

    Google Scholar 

  • Hon KKB, Zeiner J (2004) Knowledge brokering for assisting the generation of automotive product design. CIRP Ann 53(1):159–162

    Article  Google Scholar 

  • Karin K, Martha P, Owen R (2002) Extending PropBank with VerbNet semantic predicates. Workshop on applied interlinguas, held in conjunction with AMTA-2002, Tiburon, CA, 8-12 Oct 2002

    Google Scholar 

  • Ke J, Wallace JS, Shu LH (2009) Supporting biomimetic design through categorization of natural-language keyword-search results. Proceedings ASME international design engineering technical conference, San Diego, CA, 30–2 Aug–Sept, DETC2009-86681

    Google Scholar 

  • Ke J, Chiu I, Wallace JS, Shu LH (2010) Supporting biomimetic design by embedding metadata in natural-language corpora. Proceedings ASME international design engineering technical conference, Montreal, Canada, 15–18 Aug 2010, DETC2010-29057

    Google Scholar 

  • Khoo C, Chan S, Niu Y (2000) Extracting causal knowledge from a medical database using graphical patterns. Proc. of the 38th Annual Meeting of the Association for Computational Lingustics

    Google Scholar 

  • Lenau T, Cheong H, Shu L (2008) Sensing in nature: using biomimetics for design of sensors. Sensor Rev 28(4):311–316

    Article  Google Scholar 

  • Lindemann U, Gramann J (2004) Engineering design using biological principles. Proceedings 8th international design conference design 2004, pp 355–360

    Google Scholar 

  • Mak TW, Shu LH (2004) Abstraction of biological analogies for design. CIRP Ann 53(1):117–120

    Article  Google Scholar 

  • Mak TW, Shu LH (2008) Using descriptions of biological phenomena for idea generation. Res Eng Design 19(1):21–28

    Article  Google Scholar 

  • Manning C, Schutze H (1999) Foundations of Statistical Natural Language Processing. MIT Press, Cambridge

    MATH  Google Scholar 

  • Miller GA (1995) WordNet: a lexical database for English. Commun ACM 35(11):39–41

    Article  Google Scholar 

  • Nagel JKS, Nagel RL, Stone RB, McAdams DA (2010) Function-based, biologically inspired concept generation. Special Issue Biologically Inspired Des AIEDAM 24(4):521–535

    Google Scholar 

  • Pedersen T, Kolhatkar V (2009) WordNet::SenseRelate::AllWords—A broad coverage word sense tagger that maximizes semantic relatedness. Proceedings of the North American chapter of the association for computational linguistics—Human language technologies conference, Boulder, CO, 1-3 June 2009, pp 17–20

    Google Scholar 

  • Purves WK, Sadava D, Orians GH, Heller HC (2001) Life, the science of biology, 6/e. Sinauer Associates, Sunderland

    Google Scholar 

  • Rebholz-Schuhmann D, Kirsch H, Couto F (2005) Facts from text—Is text mining ready to deliver? PLoS Biol 3(2):e65. doi:10.1371/journal.pbio.0030065

    Article  Google Scholar 

  • Saitou K, Shalaby M, Shu LH (2007) Bioanalogous mechanical joints for authorized disassembly. CIRP Ann 56(1):33–36

    Article  Google Scholar 

  • Shu LH (2010) A natural-language approach to biomimetic design. Special Issue Biologically Inspired Design J AIEDAM 24(4):483–505

    Google Scholar 

  • Shu LH, Flowers WC (1999) Application of a design-for-remanufacture framework to the selection of product life-cycle fastening and joining methods. Int J Robot Comput Integr Manuf (Special Issue Remanufacturing) 15(3):179–190

    Article  Google Scholar 

  • Shu LH, Lenau TA, Hansen HN, Alting L (2003) Biomimetics applied to centering in microassembly. CIRP Ann 52(1):101–104

    Article  Google Scholar 

  • Shu L, Hansen H, Gegeckaite A, Moon J, Chan C (2006) Case study in biomimetic design: handling and assembly of microparts. ASME international design engineering technical conferences & computers and information in engineering conference, Philadelphia, PA, 10–13 September 2006, DETC2006-99398

    Google Scholar 

  • Shu LH, Ueda K, Chiu I, Cheong H (2011) Biologically inspired design. CIRP Ann 60(2):673–693

    Article  Google Scholar 

  • Son JJ, Raulf C, Cheong H, Shu LH (2012) Applying patterns of transformation in biology to design. Proceedings ASME international design engineering technical conference, Chicago, IL, 12–15 Aug 2012, DETC2012-71296

    Google Scholar 

  • Soon WM, Ng HT, Lim DCY (2001) A machine learning approach to conference resolution of noun phrases. Comput Linguist 27(4):521–544

    Article  Google Scholar 

  • Stevenson S, Fazly A, North R (2004) Statistical measures of the semi-productivity of light verb constructions. Proceedings of the ACL 2004 workshop on multiword expressions: Integrating processing, pp 1–8

    Google Scholar 

  • Stone RB, Wood KL (2000) Development of a functional basis for design. J Mech Des 122(4):359–369

    Article  Google Scholar 

  • Tseng I, Moss J, Cagan J, Kotovsky K (2008) The role of timing and analogical similarity in the stimulation of idea generation in design. Des Stud 29(3):203–221

    Article  Google Scholar 

  • Turing AM (1950) Computing machinery and intelligence. Mind 59:433–460

    Article  MathSciNet  Google Scholar 

  • Vakili V, Shu LH (2001) Towards biomimetic concept generation. Proceedings ASME design technical conferences, Pittsburgh, PA, 9–12 Sept 2001, DETC2001-21715 (DTM)

    Google Scholar 

  • Vandevenne D, Verhaegen P-A, Dewulf S, Duflou JR (2011) A scalable approach for the integration of large knowledge repositories in the biologically-inspired design process. International conference on engineering design, Technical University of Denmark, 15–18 Aug 2011

    Google Scholar 

  • Vattam SS, Helms ME, Goel AK (2008) Compound analogical design: Interaction between problem decomposition and analogical transfer in biologically inspired design. Design computing and cognition DCC’08, Atlanta, GA, pp 377–396

    Google Scholar 

  • Vincent JFV, Mann DL (2002) Systematic technology transfer from biology to engineering. Philos Trans R Soc Phys Sci 360(1791):159–173

    Article  Google Scholar 

  • Vincent JFV, Bogatyreva OA, Bogatyreva NR, Bowyer A, Pahl A-K (2006) Biomimetics: its practice and theory. J R Soc Interface 3(9):471–482

    Article  Google Scholar 

  • Wilson J, Chang P, Yim S, Rosen DW (2009) Developing a bio-inspired design repository using ontologies. Proceedings ASME international design engineering technical conference, San Diego, CA, DETC2009-87272

    Google Scholar 

  • Yen J, Weissburg M (2007) Perspectives on biologically inspired design: introduction to the collected contributions. Bioinspiration Biomimetics doi: 10.1088/1748-3190/2/4/E01

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to L. H. Shu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag London

About this chapter

Cite this chapter

Shu, L.H., Cheong, H. (2014). A Natural Language Approach to Biomimetic Design. In: Goel, A., McAdams, D., Stone, R. (eds) Biologically Inspired Design. Springer, London. https://doi.org/10.1007/978-1-4471-5248-4_3

Download citation

  • DOI: https://doi.org/10.1007/978-1-4471-5248-4_3

  • Published:

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-4471-5247-7

  • Online ISBN: 978-1-4471-5248-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics