Abstract
Recent research has led to proposals for the integration of fuzzy based information and decision rules in business process models with use of concepts based on the fuzzy set theory. While the proposed fuzzy-EPCs provide an adequate method for the conceptual representation of fuzzy business process models, the issue of exchanging and transforming such models, together with its enclosed executable components with other dedicated information systems, such as workflow management systems and fuzzy modeling tools has not yet been approached. As a first step in this direction, our paper proposes a machine-readable fuzzy-EPC representation in XML based on the EPC Markup Language (EPML). We will start with the formal fuzzy-EPC syntax definition and then introduce our extensions to EPML. An application scenario will next highlight the potential and future application areas of the fuzzy-EPC schema.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Adam, O., Thomas, O.: A Fuzzy Based Approach to the Improvement of Business Processes. In: Castellanos, M., Weijters, T. (eds.) BPI 2005: Workshop on Business Process Intelligence, Nancy, France, September 5, pp. 25–35 (2005)
Adam, O., Thomas, O., Loos, P.: Soft Business Process Intelligence – Verbesserung von Geschäftsprozessen mit Neuro-Fuzzy-Methoden. In: Lehner, F., Nösekabel, H., Kleinschmidt, P. (eds.) Multikonferenz Wirtschaftsinformatik 2006: Band 2, GITO, Berlin, pp. 57–69 (2006)
Adam, O., Thomas, O., Martin, G.: Fuzzy Enhanced Process Management for the Industrial Order Handling. In: Scheer, A.-W. (ed.) Proceedings: 5th International Conference; The Modern Information Technology in the Innovation Processes of the Industrial Enterprises, MITIP 2003, German Research Center for Artificial Intelligence, Saarbruecken/Germany, September 4-6, Universität des Saarlandes, Saarbrücken, pp. 15–20 (2003)
Adam, O., Thomas, O., Martin, G.: Fuzzy Workflows - Enhancing Workflow Management with Vagueness. In: EURO/INFORMS Istanbul 2003 Joint International Meeting, Istanbul, July 06-10 (2003)
Adam, O., Thomas, O., Vanderhaeghen, D.: Fuzzy-Set-Based Modeling of Business Process Cases. In: Richter, M., et al. (eds.) ICCBR 2005: 6th International Conference on Case-Based Reasoning, Workshop 4: Similarities - Processes - Workflows, Chicago, Illinois, IL, August 23-26, pp. 251–260 (2005)
Becker, J., Rehfeldt, M., Turowski, K., Vering, O.: A Fuzzy Approach to a Customer-Oriented Sales Workflow. In: Steele, N.C. (ed.) ISFL 1997: Second International ICSC Symposium on Fuzzy Logic and Applications, Swiss Federal Institute of Technology Zurich, Switzerland, February 12-14, pp. 370–376. ICSC Academic Press, Zürich (1997)
Cao, T., Sanderson, A.C.: Task sequence planning using fuzzy Petri nets. In: International conference on systems, man and cybernetics, conference proceedings: decision aiding for complex systems, Charlottesville, VA, October 13-16, pp. 349–354. IEEE Computer Society Press, Los Alamitos (1991)
de Soto, A.R., Capdevila, C.A., Fernández, E.C.: Fuzzy Systems and Neural Networks XML Schemas for Soft Computing. Mathware and Soft Computing 10(2-3), 43–56 (2003)
Forte, M.: Unschärfen in Geschäftsprozessen. Weißensee, Berlin (2002)
Gaurav, A., Alhajj, R.: Incorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML. In: Haddad, H. (ed.) Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, pp. 456–460. ACM, New York (2006)
Günther, R., Lipp, H.-P.: A Fuzzy Petri Net Concept for Complex Decision Making Processes in Production Control. In: Zimmermann, H.-D. (ed.) Proceedings of the 1st European Congess on Fuzzy and Intelligent Technologies, EUFIT 1993, Aachen, Germany, September 7-10, Verl. der Augustinus Buchhandlung, Aachen, pp. 290–295 (1993)
Hüsselmann, C.: Fuzzy-Geschäftsprozessmanagement. Eul, Lohmar (2003)
Hüsselmann, C., Adam, O., Thomas, O.: Gestaltung und Steuerung wissensintensiver Geschäftsprozesse durch die Nutzung unscharfen Wissens. In: Reimer, U., et al. (eds.) WM 2003: Professionelles Wissensmanagement - Erfahrungen und Visionen: Beiträge der 2. Konferenz Professionelles Wissensmanagement - Erfahrungen und Visionen, April 2-4, pp. 343–350. Köllen, Bonn (2003) (in Luzern)
IBM (ed.): ABLE Rule Language: User’s Guide and Reference, Version 2.3.0. IBM Corporation (2005)
Jiwani, A., Alimohamed, Y., Spence, K., Özyer, T., Alhajj, R.: Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format. In: Manolopoulos, Y., et al. (eds.) ICEIS 2006 - Proceedings of the Eighth International Conference on Enterprise Information Systems: Databases and Information Systems Integration, Paphos, Cyprus, May 23-27, pp. 163–168 (2006)
Kindler, E.: On the semantics of EPCs: Resolving the vicious circle. Data & Knowledge Engineering 56(1), 23–40 (2006)
Lee, J., Fanjiang, Y.Y.: Modeling imprecise requirements with XML. Information and Software Technology 45(7), 445–460 (2003)
Lipp, H.-P.: Anwendung eines Fuzzy Petri Netzes zur Beschreibung von Koordinationssteuerungen in komplexen Produktionssystemen. Wissenschaftliche Zeitschrift der Technischen Universität Karl-Marx-Stadt 24(5), 633–639 (1982)
Ma, Z.: Fuzzy Database Modeling with XML. Springer, Berlin (2005)
Ma, Z., Yan, L.: Fuzzy XML data modeling with the UML and relational data models. Data & Knowledge Engineering 63(3), 970–994 (2007)
Mendling, J., Nüttgens, M.: EPC Markup Language (EPML) - An XML-Based Interchange Format for Event-Driven Process Chains (EPC). ISeB 4(3), 245–263 (2006)
Rehfeldt, M.: Koordination der Auftragsabwicklung: Verwendung von unscharfen Informationen. DUV, Wiesbaden (1998)
Rehfeldt, M., Turowski, K.: Impact on Integrated Information Systems through Fuzzy Technology. In: Zimmermann, H.-J. (ed.) Proceedings / EUFIT 1994, Second European Congress on Intelligent Techniques and Soft Computing: Aachen, Augustinus, Aachen, September 20-23. ELITE Foundation, pp. 1637–1645 (1994)
Rehfeldt, M., Turowski, K.: A Fuzzy Distributed Object-Oriented Database System as a Basis for a Workflow Management System. In: Proceedings of the sixth International Fuzzy Systems Association world congress, IFSA 1995, São Paulo, Brazil, July 21-28. NTIS, Springfield (1995)
Rehfeldt, M., Turowski, K.: Anticipating Coordination in Distributed Information Systems through Fuzzy Information. In: Zimmermann, H.-J. (ed.) Proceedings / EUFIT 1995, Third European Congress on Intelligent Techniques and Soft Computing: Aachen, Germany, pp. 1774–1779. Verl. Mainz, Wissenschaftsverlag, Aachen (1995)
Rehfeldt, M., Turowski, K.: A Tool-supported Distributed Application of Fuzzy Logic in Order Processing. In: Jamshidi, M., Junku, Y., Dauchez, P. (eds.) Proceedings of the World Automation Congress (WAC 1996), Intelligent automation and control: Recent trends in development and applications, Montpellier, France, May 28-30, pp. 585–589. TSI Press, Albuquerque (1996)
Rehfeldt, M., Turowski, K.: Fuzzy Objects in Production Planning and Control. In: Zimmermann, H.-J. (ed.) Proceedings / EUFIT 1996, Fourth European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, September 2-5. ELITE Foundation, pp. 1985–1989. Verl. Mainz, Wissenschaftsverlag, Aachen (1996)
Rehfeldt, M., Turowski, K.: A Flexible Java-based Fuzzy Kernel for Business Applications. In: Alpaydin, E. (ed.) International ICSC symposium on engineering of intelligent systems: EIS 1998, pp. 204–209. ICSC Academic Press, London (1998)
Rosemann, M., van der Aalst, W.M.P.: A configurable reference modelling language. Information Systems 32(1), 1–23 (2007)
Rozinat, A., van der Aalst, W.M.P.: Decision Mining in Business Processes. In BPM Center Report, BPM-06-10, Eindhoven University of Technology (2006)
Sanchez, E. (ed.): Fuzzy Logic and the Semantic Web. Elsevier, Amsterdam (2006)
Scheer, A.-W.: ARIS - business process frameworks, 2., completely rev. and enl. ed. Springer, Berlin (1998)
Scheer, A.-W.: ARIS - business process modeling. 2., completely rev. and enl. ed. Springer, Berlin (1999)
Scheer, A.-W., Thomas, O., Adam, O.: Process Modeling Using Event-driven Process Chains. In: Dumas, M., van der Aalst, W.M.P., ter Hofstede, A.H.M. (eds.) Process-aware Information Systems: Bridging People and Software through Process Technology, pp. 119–145. Wiley, Hoboken (2005)
Srinivasan, P., Gracanin, D.: Approximate Reasoning with Fuzzy Petri Nets. In: Second IEEE International Conference on Fuzzy Systems, San Francisco, California, March 28-April 1, pp. 396–401. IEEE Computer Society, Piscataway (1993)
Straccia, U.: A Fuzzy Description Logic for the Semantic Web. In: Sanchez, E. (ed.) Fuzzy Logic and the Semantic Web, pp. 73–90. Elsevier, Amsterdam (2006)
Thomas, O., Adam, O., Leyking, K., Loos, P.: A Fuzzy Paradigm Approach for Business Process Intelligence. In: IEEE Joint Conference on E-Commerce Technology (CEC 2006) and Enterprise Computing, E-Commerce and E-Services (EEE 2006), San Francisco, California, June 26-29, pp. 206–213. IEEE Computer Society Press, Los Alamitos (2006)
Thomas, O., Adam, O., Loos, P.: Using Reference Models for Business Process Improvement: A Fuzzy Paradigm Approach. In: Abramowicz, W., Mayr, H.C. (eds.) Business Information Systems: 9th International Conference on Business Information Systems (BIS 2006), Klagenfurt, Austria, May 31-June 2, pp. 47–57. Köllen, Bonn (2006)
Thomas, O., Adam, O., Seel, C.: A fuzzy based approach to the management of agile processes. In: Althoff, K.-D., et al. (eds.) WM2005: Professional Knowledge Management Experiences and Visions: Contributions to the 3rd Conference Professional Knowledge Management Experiences and Visions, Proceedings, Kaiserslautern, April 10-13, DFKI GmbH, Kaiserslautern (2005)
Thomas, O., Adam, O., Seel, C.: Business Process Management with Vague Data. In: Proceedings: DEXA 2005: Sixteenth International Workshop on Database and Expert Systems Applications, Copenhagen, Denmark, August 22-26, pp. 962–966. IEEE Computer Society Press, Los Alamitos (2005)
Thomas, O., Dollmann, T.: Towards the Interchange of Fuzzy-EPCs: An XML-based Approach for Fuzzy Business Process Engineering. In: Bichler, M., et al. (eds.) Multikonferenz Wirtschaftsinformatik 2008, pp. 1999–2010. GITO, Berlin (2008)
Thomas, O., Dollmann, T., Loos, P.: Towards Enhanced Business Process Models Based on Fuzzy Attributes and Rules. In: Proceedings of the 13th Americas Conference on Information Systems, Keystone, Colorado, USA, August 09-12. AIS, Atlanta (2007)
Thomas, O., Dollmann, T., Loos, P.: Rules Integration in Business Process Models – A Fuzzy Oriented Approach. Enterprise Modelling and Information Systems Architecures 3(2), 18–30 (2008)
Tietze, M.: Einsatzmöglichkeiten der Fuzzy-Set-Theorie zur Modellierung von Unschärfe in Unternehmensplanspielen. Unitext, Göttingen (1999)
Tiwari, A., Turner, C.J., Majeed, B.: A review of business process mining: state-of-the-art and future trends. Business Process Management Journal 14(1), 5–22 (2008)
Tseng, C., Khamisy, W.: XML Schema for Fuzzy Systems, Computational Intelligence Lab, SJSU (2006), http://mh213d.cs.sjsu.edu/webintelligence/fuzzyschema/Schema.html#Schema (accessed 3 March 2006)
Tseng, C., Khamisy, W., Vu, T.: Universal fuzzy system representation with XML. Computer Standards & Interfaces 28(2), 218–230 (2005)
Turowski, K., Weng, U.: Representing and processing fuzzy information: an XML-based approach. Knowledge-Based Systems 15(1-2), 67–75 (2002)
Valette, R., Courvoisier, M.: Petri nets and Artificial Intelligence. In: Zurawski, R., Dillon, T.S. (eds.) IEEE International Workshop on Emerging Technologies and Factory Automation: Technology for the intelligent factory, World Congress Centre, Melbourne, Australia, August 11 - 14, pp. 218–238. CRL Publishing, Aldershot (1992)
von Uthmann, C.: Improving the Use of Petri Nets for Business Process Modeling. Westfälische Wilhelms-Universität, Münster (1999)
Witte, R.: Architektur von Fuzzy-Informationssystemen. Books on Demand, Norderstedt (2002)
Zimmermann, H.-J., Angenstenberger, J., Lieven, K., Weber, R. (eds.): Fuzzy-Technologien: Prinzipien, Werkzeuge, Potentiale. VDI-Verl, Düsseldorf (1993)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Thomas, O., Dollmann, T. (2010). Fuzzy-EPC Markup Language: XML Based Interchange Formats for Fuzzy Process Models. In: Ma, Z., Yan, L. (eds) Soft Computing in XML Data Management. Studies in Fuzziness and Soft Computing, vol 255. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14010-5_9
Download citation
DOI: https://doi.org/10.1007/978-3-642-14010-5_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14009-9
Online ISBN: 978-3-642-14010-5
eBook Packages: EngineeringEngineering (R0)