Abstract
There is an increasing requirement in the scientific software development area of promoting the interchange of resources to ensure the reproducibility and validation of the results. This paper presents the COLIBRI Studio environment that supports researchers in the generation of Case-based Reasoning (CBR) systems by means of workflow-like representations with different degrees of abstraction. These workflows –called templates– can be shared with the community to promote their future reference and reproducibility.
Supported by Spanish Ministry of Science and Education (TIN2009-13692-C03-03).
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Recio-García, J.A., Díaz-Agudo, B., González-Calero, P.A.: Template based design in colibri studio. In: Proceedings of the Process-oriented Case-Based Reasning Workshop at ICCBR 2011, pp. 101–110 (2011)
Gil, Y.: From data to knowledge to discoveries: Artificial intelligence and scientific workflows. Scientific Programming 17, 231–246 (2009)
Gil, Y., Deelman, E., Ellisman, M.H., Fahringer, T., Fox, G., Gannon, D., Goble, C.A., Livny, M., Moreau, L., Myers, J.: Examining the challenges of scientic workows. IEEE Computer 40, 24–32 (2007)
Oinn, T., Greenwood, M., Addis, M., Alpdemir, N., Ferris, J., Glover, K., Goble, C., Goderis, A., Hull, D., Marvin, D., Li, P., Lord, P., Pocock, M., Senger, M., Stevens, R., Wipat, A., Wroe, C.: Taverna: lessons in creating a workflow environment for the life sciences. Concurrency and Computation: Practice and Experience 18, 1067–1100 (2006)
Deelman, E., Singh, G., Su, M.H., Blythe, J., Gil, Y., Kesselman, C., Mehta, G., Vahi, K., Berriman, G.B., Good, J., Laity, A.C., Jacob, J.C., Katz, D.S.: Pegasus: A framework for mapping complex scientific workflows onto distributed systems. Scientific Programming 13, 219–237 (2005)
Gil, Y., Ratnakar, V., Kim, J., González-Calero, P.A., Groth, P.T., Moody, J., Deelman, E.: Wings: Intelligent workflow-based design of computational experiments. IEEE Intelligent Systems 26, 62–72 (2011)
Gil, Y., Ratnakar, V., Deelman, E., Mehta, G., Kim, J.: Wings for pegasus: Creating large-scale scientific applications using semantic representations of computational workflows. In: AAAI, pp. 1767–1774. AAAI Press (2007)
W3C: Owl web ontology language overview, World Wide Web Consortium (2004), http://www.w3.org/TR/owl-features/
Baader, F., Calvanese, D., McGuinness, D.L., Nardi, D., Patel-Schneider, P.F. (eds.): The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press (2003)
Sirin, E., Parsia, B.: Pellet: An OWL DL Reasoner. In: Haarslev, V., Möller, R. (eds.) Description Logics. CEUR Workshop Proceedings, vol. 104, CEUR-WS.org (2004)
Díaz-Agudo, B., González-Calero, P.A., Recio-García, J.A., Sánchez, A.: Building CBR systems with jCOLIBRI. Special Issue on Experimental Software and Toolkits of the Journal Science of Computer Programming 69, 68–75 (2007)
Recio-García, J.A., Bridge, D.G., Díaz-Agudo, B., González-Calero, P.A.: CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems. In: Althoff, K.-D., Bergmann, R., Minor, M., Hanft, A. (eds.) ECCBR 2008. LNCS (LNAI), vol. 5239, pp. 459–473. Springer, Heidelberg (2008)
Gil, Y., Szekely, P., Villamizar, S., Harmon, T.C., Ratnakar, V., Gupta, S., Muslea, M., Silva, F., Knoblock, C.A.: Mind your metadata: Exploiting semantics for configuration, adaptation, and provenance in scientific workflows. In: Aroyo, L., Welty, C., Alani, H., Taylor, J., Bernstein, A., Kagal, L., Noy, N., Blomqvist, E. (eds.) ISWC 2011, Part II. LNCS, vol. 7032, pp. 65–80. Springer, Heidelberg (2011)
Moreau, L., Clifford, B., Freire, J., Futrelle, J., Gil, Y., Groth, P.T., Kwasnikowska, N., Miles, S., Missier, P., Myers, J., Plale, B., Simmhan, Y., Stephan, E.G., den Bussche, J.V.: The open provenance model core specification (v1.1). Future Generation Comp. Syst. 27, 743–756 (2011)
Díaz-Agudo, B., González-Calero, P.A.: CBROnto: a task/method ontology for CBR. In: Haller, S., Simmons, G. (eds.) Procs. of the 15th International FLAIRS 2002 Conference, pp. 101–105. AAAI Press (2002)
The OWL Services Coalition: OWL-S: Semantic Markup for Web Services, http://www.daml.org/services/owl-s/1.1/overview/ (2004)
Cristina Feier, J.D.: Wsmo primer (2005), http://www.wsmo.org/
Recio-García, J.A., González-Calero, P.A., Díaz-Agudo, B.: Template-based design in colibri studio. Journal on Information Systems (to appear)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Recio-García, J.A., Díaz-Agudo, B., González-Calero, P.A. (2013). The COLIBRI Open Platform for the Reproducibility of CBR Applications. In: Delany, S.J., Ontañón, S. (eds) Case-Based Reasoning Research and Development. ICCBR 2013. Lecture Notes in Computer Science(), vol 7969. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39056-2_19
Download citation
DOI: https://doi.org/10.1007/978-3-642-39056-2_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39055-5
Online ISBN: 978-3-642-39056-2
eBook Packages: Computer ScienceComputer Science (R0)