Abstract
We propose a framework for automated point-to-point application integration. Functional and technical aspects to consider are presented. We advocate using intelligible (ontological) and distributed (neural networks) knowledge representations to guide design and implementation of application interfaces. We believe this yields benefits over manual approaches currently used, in which business specifications are first captured, then translated into technical specifications, and finally implemented, often by costly third-party integration specialists. The present work initiates research efforts towards automation of the latter two activities, with a potential impact on professional-services costs and time-to-operation.
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References
ITSMF International: IT Service Management Based on ITIL V3 - A Pocket Guide (2007)
International Association of Information Technology Asset Managers: IAITAM Best Practice Library - IBPL (2008)
The IT Governance Institute: COBIT 4.1. (2007)
Lam, W., Shankararaman, V.: Enterprise Architecture and Integration: Methods, Implementation and Technologies. IGI Global (2007)
Hner, K.M., Ofner, M., Otto, B.: Towards a maturity model for corporate data quality management. In: Proceedings of the 2009 ACM Symposium on Applied Computing, pp. 231–238. ACM, New York (2009)
Hammer, B., Hitzler, P.: Perspectives of Neural-symbolic Integration. Springer, Heidelberg (2007)
d’Avila Garcez, A.S., Lamb, L.C., Gabbay, D.M.: Neural-Symbolic Cognitive Reasoning. Springer, Heidelberg (2009)
Antoniou, G., van Harmelen, F.: A Semantic Web Primer, 2nd edn. The MIT Press, Cambridge (2007)
Rittgen, P.: Handbook of Ontologies for Business Interaction. IGI Global (2008)
DARPA: Darpa-baa-09-03 machine reading broad agency announcement (baa). Online (November 2008)
Jones, T.M.: Artificial Intelligence - A Systems Approach. Infinity Science Press (2008)
Groener, G., Staab, S.: Modeling and query patterns for process retrieval in OWL. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 243–259. Springer, Heidelberg (2009)
Euzenat, J., Shvaiko, P.: Ontology Matching. Springer, Heidelberg (2007)
Xu, Z., Zhang, S., Dong, Y.: Mapping between relational database schema and owl ontology for deep annotation. In: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2006, pp. 548–552. IEEE Computer Society, Washington, DC, USA (2006)
Sane, S.S., Shirke, A.: Generating owl ontologies from a relational databases for the semantic web. In: Proceedings of the International Conference on Advances in Computing, Communication and Control, ICAC3 2009, pp. 157–162. ACM, New York (2009)
Bagui, S.: Mapping owl to the entity relationship and extended entity relationship models. Int. J. Knowl. Web Intell. 1, 125–149 (2009)
Sperduti, A.: On some stability properties of the lraam model. Technical report, International Computer Science Institute (1993)
de Gerlache, M., Sperduti, A., Starita, A.: Using labeling raam to encode medical conceptual graphs (1994)
Ellingsen, B.K.: Distributed representations of object-oriented specifications for analogical mapping. Technical report (1997)
Eder, J., Wiggisser, K.: Detecting changes in ontologies via dag comparison. In: Krogstie, J., Opdahl, A.L., Sindre, G. (eds.) CAiSE 2007 and WES 2007. LNCS, vol. 4495, pp. 21–35. Springer, Heidelberg (2007)
Bouras, A., Gouvas, P., Mentzas, G.: Enio: An enterprise application integration ontology. In: DEXA 2007: Proceedings of the 18th International Conference on Database and Expert Systems Applications, pp. 419–423. IEEE Computer Society, Washington, DC, USA (2007)
In: ONAR - An Ontology-based Service Oriented Application Integration Framework, pp. 65–74. Springer, London (2005)
Aleksovski, Z., ten Kate, W., van Harmelen, F.: Ontology matching using comprehensive ontology as background knowledge. In: Shvaiko, P., et al. (eds.) Proceedings of the International Workshop on Ontology Matching at ISWC 2006, CEUR, pp. 13–24 (2006)
Fatemi, H., Sayyadi, M., Abolhassani, H.: Using background knowledge and context knowledge in ontology mapping. In: Proceeding of the 2008 Conference on Formal Ontologies Meet Industry, pp. 56–64. IOS Press, Amsterdam (2008)
Mascardi, V., Locoro, A., Rosso, P.: Automatic ontology matching via upper ontologies: A systematic evaluation. IEEE Trans. on Knowl. and Data Eng. 22, 609–623 (2010)
Francescomarino, C., Ghidini, C., Rospocher, M., Serafini, L., Tonella, P.: Semantically-aided business process modeling. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 114–129. Springer, Heidelberg (2009)
Weber, I., Hoffmann, J., Mendling, J.: Semantic business process validation. In: SBPM 2008: 3rd International Workshop on Semantic Business Process Management at ESWC 2008 (June 2008)
Babin, G.: Adaptiveness in information systems integration. PhD thesis, Troy, NY, USA (1993)
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Ludolph, H., Kropf, P., Babin, G. (2011). SoftwIre Integration – An Onto-Neural Perspective. In: Babin, G., Stanoevska-Slabeva, K., Kropf, P. (eds) E-Technologies: Transformation in a Connected World. MCETECH 2011. Lecture Notes in Business Information Processing, vol 78. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20862-1_8
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DOI: https://doi.org/10.1007/978-3-642-20862-1_8
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