Approach for knowledge management derived from dynamic inter-organizational collaborations using ontologies
DOI:
https://doi.org/10.30973/progmat/2015.7.1/3Keywords:
Knowledge Management, Collaborative Business Process, Inter-organizational Collaborations, OntologiesAbstract
In this research paper an approach to knowledge management of the inter-organizational collaborations environment, also known as dynamic collaborative networks is proposed. Knowledge is extracted from the database event log, which is generated by inter-organizational systems and it is represented by an ontology. A basis architecture for knowledge management is proposed, the function of the system is recommend the optimal business process model based on the business goals or other characteristics to establish an inter-organizational collaboration. The construction of the ontology is based in the event log and in the BPMN 2.0 language meta-model specifications.
References
Tello-Leal, E., Chiotti, O., Villarreal, P. An agent-based B2B collaboration platform for executing collaborative business processes. Software Services for e-world, Advances in Information and Communication Technology. 2010. https://doi.org/10.1007/978-3-642-16283-1_8
Mehandjiev, N., Grefen, P. Dynamic business process formation for instant virtual enterprises. Computers in Industry. 2009, 60(2), 86-103. https://doi.org/10.1007/978-1-84882-691-5
Meyer, N., Feiner, T., Radmayr, M., Blei, D., Fleischmann, A. Dynamic Catenation and Execution of Cross Organizational Business Processes - The jCPEX! Approach, de Subject-Oriented Business Process Management, 2011, Berlin, Germany, Springer, pp. 84-105. https://doi.org/10.1007/978-3-642-23135-3_5
Grefen, P., Mehandjiev, N., Kouvas, G., Weichhart, G., Eshuis, R. Dynamic business network process management in instant virtual enterprises. Computers in Industry. 2009, 60(2), 86-103. https://doi.org/10.1016/j.compind.2008.06.006
Camarinha-Matos, L. M., Afsarmanesh, H., Galeano, N., Molina, A., Collaborative networked organizations - Concepts and practice in manufacturing enterprices. Computers & Industrial Engineering, 2009, 57(1), 46-60. https://doi.org/10.1016/j.cie.2008.11.024
Yan, Z., Dijkman, R., Grefen, P. Bussiness Process Model Repositories - Framework and Survey. Information and Software Technology. 2012, 54(4), 380-395. https://doi.org/10.1016/j.infsof.2011.11.005
La Rosa, M., Reijers, H. A., van der Aalst, W. M., Dijkman, R. M., Mendling, J., Dumas, M., Garcia Bañuelos, L. APROMORE: An advanced process model repository. Expert Systems with Applications. 2011, 38(6), 7029-7040. https://doi.org/10.1016/j.eswa.2010.12.012
Caliusco, M. L., Stegmayer, G. Semantic Web Technologies and Artificial Neural Networks for Intelligent Web Knowledge Source Discovery. In Badr, Y., Chbeir, R., et al. (Eds.). Emergent Web Intelligence: Advanced Semantic Technologies. 2010, London, Springer, 17-36. https://doi.org/10.1007/978-1-84996-077-9_2
Pedrinaci-Godoy, C., Knowledge-based Reasoning over the Web, Donostia - San Sebastian, País Vazco: Departamento de Lenguajes y Sistemas Informaticos de la Universidad del País Vazco, 2005.
Natschläger, C. Towards a BPMN 2.0 Ontology. Business Process Model and Notation, 2011, Lucerne, Switzerland, Springer Berlin Heidelberg, 2011, 1-15. https://doi.org/10.1007/978-3-642-25160-3_1
Staab, S., Studer, R. Handbook on Ontologies, Springer, 2004. https://doi.org/10.1007/978-3-540-92673-3
Gil, R., Martin-Bautista, M. A novel integrated Knowledge support system based on ontology learning: Model specification and case study. Knowledge-Based Systems, 2012, 36, 340-352. https://doi.org/10.1016/j.knosys.2012.07.007
Wasser, A., Lincoln, M. Ontology based method for supporting bussiness process modeling decisions. On the Move to Meaningful Internet Systems: OTM 2012 Workshops, Berlin Heidelberg, 2012. https://doi.org/10.1007/978-3-642-33618-8_67
Nguyen, T.-H.-H., Le-Thanh, N. An ontology-enabled approach for modelling business processes. In Kozielski, S., Mrozek, D., et al (Eds.).Beyond Databases, Architectures, and Structures. 2014. 139-147. https://doi.org/10.1007/978-3-319-06932-6_14
Lazarte, I., Thom, L. H., Iochpe, C., Chiotti, O., Villarreal, P. D. A distributed repository for managing business process models in cross-organizational collaborations. Computers in Industry, 2013. 64(3), 252-267. https://doi.org/10.1016/j.compind.2012.11.001
OMG. Business Process Model and Notation (BPMN) version 2.0, Specification_formal/2011-01-03. Object Managenet Group, 2011.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2014 Programación Matemática y Software
This work is licensed under a Creative Commons Attribution 4.0 International License.
Usted es libre de:
Compartir — compartir y redistribuir el material publicado en cualquier medio o formato. |
Adaptar — combinar, transformar y construir sobre el material para cualquier propósito, incluso comercialmente. |
Bajo las siguientes condiciones:
Atribución — Debe otorgar el crédito correspondiente, proporcionar un enlace a la licencia e indicar si se realizaron cambios. Puede hacerlo de cualquier manera razonable, pero de ninguna manera que sugiera que el licenciador lo respalda a usted o a su uso. |
Sin restricciones adicionales: no puede aplicar términos legales o medidas tecnológicas que restrinjan legalmente a otros a hacer cualquier cosa que permita la licencia. |