Skip to main content

Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs

  • Conference paper
  • First Online:
Case-Based Reasoning Research and Development (ICCBR 2016)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9969))

Included in the following conference series:

Abstract

To support the early conceptualization phase in architecture with computer-aided solutions, in particular, with retrieval systems that can find similarly structured building designs in comprehensive collections of such designs, a number of approaches were presented to date. In the Metis project two retrieval coordination approaches (coordinators) were developed to govern the search of similar (sub-)structures of architectural designs. The main task of both coordinators is to select the retrieval method that is appropriate for the given user query. First approach is a standalone service that uses rules only to coordinate the retrieval and can use subgraph matching and database search methods, whereas the second one is rule- and case-based and is part of a distributed system for case-based retrieval of architectural designs. We compared both coordinators in a user study to find out which strengths and weaknesses both coordinators currently possess, and for which retrieval scenarios of the architectural conceptualization phase they could be appropriate. The results showed that the complexity of the particular scenario and the purpose of search are the main points that differentiate both coordinators. The rule-based coordinator performed better when a search for exact (sub-)structures was required, whereas the rule- and case-based coordinator is appropriate for queries aimed to be used for exploration and general search for inspiration. Visualization of the results of both coordinators is in need of improvement.

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Notes

  1. 1.

    Knowledge-Supported Design.

  2. 2.

    Metis – Wissensbasierte Such- und Abfragemethoden für die Erschließung von Informationen in semantischen Modellen für die Recherche in frühen Entwurfsphasen.

  3. 3.

    The project is funded by the German Research Foundation (DFG).

References

  1. Anumba, C., Ren, Z., Ugwu, O.: Agents and Multi-agent Systems in Construction. Routledge, London (2007)

    Google Scholar 

  2. Ayzenshtadt, V., Langenhan, C., Bukhari, S.S., Althoff, K.D., Petzold, F., Dengel, A.: Distributed domain model for the case-based retrieval of architectural building designs. In: Petridis, M., Roth-Berghofer, T., Wiratunga, N. (eds.) Proceedings of the 20th UK Workshop on Case-Based Reasoning, UK Workshop on Case-Based Reasoning (UKCBR-2015), located at SGAI International Conference on Artificial Intelligence, 15–17 December, Cambridge, United Kingdom. School of Computing, Engineering and Mathematics, University of Brighton, UK (2015)

    Google Scholar 

  3. Ayzenshtadt, V., Langenhan, C., Bukhari, S.S., Althoff, K.D., Petzold, F., Dengel, A.: Thinking with containers: a multi-agent retrieval approach for the case-based semantic search of architectural designs. In: Filipe, J., van den Herik, J. (eds.) Proceedings of the 8th International Conference on Agents and Artificial Intelligence, International Conference on Agents and Artificial Intelligence (ICAART-2016), 24–26 February, Rome, Italy. SCITEPRESS (2016)

    Google Scholar 

  4. Bayer, J., Bukhari, S., Dengel, A., Langenhan, C., Althoff, K.D., Petzold, F., Eichenberger-Liwicki, M.: Migrating the classical pen-and-paper based conceptual sketching of architecture plans towards computer tools - prototype design and evaluation. In: 11th IAPR International Workshop on Graphics Recognition - GREC 2015, Nancy, France (2015)

    Google Scholar 

  5. Brandes, U., Eiglsperger, M., Herman, I., Himsolt, M., Marshall, M.S.: GraphML progress report structural layer proposal. In: Mutzel, P., Jünger, M., Leipert, S. (eds.) GD 2001. LNCS, vol. 2265, pp. 501–512. Springer, Heidelberg (2002). doi:10.1007/3-540-45848-4_59

    Chapter  Google Scholar 

  6. Cavieres, A., Bhatia, U., Joshi, P., Zhao, F., Ram, A.: CBArch: a case-based reasoning framework for conceptual design of commercial buildings. In: Artificial Intelligence and Sustainable Design - Papers from the AAAI 2011 Spring Symposium (SS-11-02), pp. 19–25 (2011)

    Google Scholar 

  7. Cordella, L.P., Foggia, P., Sansone, C., Vento, M.: A (sub) graph isomorphism algorithm for matching large graphs. IEEE Trans. Pattern Anal. Mach. Intell. 26(10), 1367–1372 (2004)

    Article  Google Scholar 

  8. Eastman, C., Eastman, C.M., Teicholz, P., Sacks, R.: BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors. Wiley, Hoboken (2011)

    Google Scholar 

  9. Heylighen, A., Neuckermans, H.: A case base of case-based design tools for architecture. Comput. Aided Des. 33(14), 1111–1122 (2001)

    Article  Google Scholar 

  10. Inanc, B.S.: Casebook. An information retrieval system for housing floor plans. In: The Proceedings of 5th Conference on Computer Aided Architectural Design Research (CAADRIA), pp. 389–398 (2000)

    Google Scholar 

  11. Lai, I.C.: Dynamic idea maps: a framework for linking ideas with cases during brainstorming. Int. J. Architectural Comput. 3(4), 429–447 (2005)

    Article  Google Scholar 

  12. Langenhan, C.: A federated information system for the support of topological bim-based approaches. Forum Bauinformatik Aachen (2015)

    Google Scholar 

  13. Langenhan, C., Petzold, F.: The fingerprint of architecture-sketch-based design methods for researching building layouts through the semantic fingerprinting of floor plans. Int. Electron. Sci. Educ. J. Archit. Mod. Inf. Technol. 4, 13 (2010)

    Google Scholar 

  14. Lin, C.J.: Visual architectural topology. In: Open Systems: Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia, pp. 3–12 (2013)

    Google Scholar 

  15. Maher, M., Balachandran, M., Zhang, D.: Case-Based Reasoning in Design. Lawrence Erlbaum Associates, Hillsdale (1995)

    Google Scholar 

  16. Messmer, B.T., Bunke, H.: A decision tree approach to graph and subgraph isomorphism detection. Pattern Recogn. 32(12), 1979–1998 (1999)

    Article  Google Scholar 

  17. Richter, K.: Augmenting Designers’ Memory: Case-Based Reasoning in Architecture. Logos-Verlag, Berlin (2011)

    Google Scholar 

  18. Richter, K., Heylighen, A., Donath, D.: Looking back to the future - an updated case base of case-based design tools for architecture. In: Knowledge Modelling-eCAADe (2007)

    Google Scholar 

  19. Roith, J., Langenhan, C., Petzold, F.: Supporting the building design process with graph-based methods using centrally coordinated federated databases. In: 16th International Conference on Computing in Civil and Building Engineering (2016)

    Google Scholar 

  20. Voss, A.: Case design specialists in FABEL. In: Issues and Applications of Case-based Reasoning in Design, pp. 301–335 (1997)

    Google Scholar 

  21. Weber, M., Langenhan, C., Roth-Berghofer, T., Liwicki, M., Dengel, A., Petzold, F.: Fast subgraph isomorphism detection for graph-based retrieval. In: Ram, A., Wiratunga, N. (eds.) ICCBR 2011. LNCS (LNAI), vol. 6880, pp. 319–333. Springer, Heidelberg (2011). doi:10.1007/978-3-642-23291-6_24

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Viktor Ayzenshtadt .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing AG

About this paper

Cite this paper

Ayzenshtadt, V. et al. (2016). Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. In: Goel, A., Díaz-Agudo, M., Roth-Berghofer, T. (eds) Case-Based Reasoning Research and Development. ICCBR 2016. Lecture Notes in Computer Science(), vol 9969. Springer, Cham. https://doi.org/10.1007/978-3-319-47096-2_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-47096-2_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-47095-5

  • Online ISBN: 978-3-319-47096-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics