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Function-based case classification for improving business process mining 17

Function-based case classification for improving business pr...

引用

17th International Conference on Enterprise Information systems, ICEIS 2015

作者： Sun, Yaguang Bauer, Bernhard Programming Distributed Systems Lab. University of Augsburg Augsburg Germany

ISBN: (纸本)9789897580970

In the last years business process mining has become a wide research area. However, existing process mining techniques encounter challenges while dealing with event logs stemming from highly flexible environments because such logs contain a large amount of different behaviors. As a result, inaccurate and wrong analysis results might be obtained. In this paper we propose a case (a case is an instance of the business process) classification technique which is able to combine domain experts knowledge for classifying cases so that each group is calculated containing the cases with similar behaviors. By applying existing process mining techniques on the cases for each group, more meaningful and accurate analysis results can be obtained.

关键词： Data mining

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Resource-oriented consistency analysis of engineering processes

Resource-oriented consistency analysis of engineering proces...

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14th International Conference on Enterprise Information systems, ICEIS 2012

作者： Bauer, Bernhard Eisenbarth, Thomas Frenzel, Christoph Honke, Benjamin Programming Distributed Systems Lab. Institute of Computer Science University of Augsburg Augsburg Germany

ISBN: (纸本)9789898565105

A number of popular engineering processes and methodologies emerged over the past years which attracted interest in research and industry. For process enactment, enterprises have to match requirements of engineering processes with existing resources. Therefore, it has to be analyzed if employees have sufficient skills or if infrastructure has sufficient capabilities to match the requirements of a situational process. Both, maintaining a skill and resource database and matching requirements against this database are an enormously challenging and time-consuming task. Additionally, this matching has to be carried out regularly as employees join and leave the company and skills change over time. Based upon a formal, logical base, we present an approach that combines ontological and metamodeling technical spaces and enables an automatic analysis of engineering processes regarding the existence of necessary resources.

关键词： Ontology

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Adaptation of process models - A semantic-based approach

Adaptation of process models - A semantic-based approach

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作者： Eisenbarth, Thomas Lautenbacher, Florian Bauer, Bernhard Programming Distributed Systems Lab. University of Augsburg Augsburg Germany

Semantic Business Process Management is an emerging research area to support enterprises achieving economic and strategic objectives and improving their daily business. However, the magnitude of changes which are required for models that capture the business processes is a challenge today. The necessity to change process models in order to stay synchronized with the reality is due to changing requirements within enterprises or external events like mergers and acquisitions, changing laws and reactions to changing markets. The approach we describe in this paper shows a way to automatically adapt existing process models when parts of a process have changed. We apply semantic technologies to the automatic planning approach for the adaptation. Copyright © 2011, Australian Computer Society Inc.

关键词： Semantics

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Domain dependent semantic requirement engineering: Research-in-progress

Domain dependent semantic requirement engineering: Research-...

引用

International Workshop on Domain Engineering, DE@CAiSE 2010 - In Conjunction with the 22nd International Conference on Advanced Information systems Engineering, CAISE 2010

作者： Fischer, Wolf Bauer, Bernhard Programming Distributed Systems Lab University of Augsburg Germany

Requirements Engineering is one of the most important phases in any product development life cycle since it is the basis for the complete software or product design and realization. Therefore in a worst case scenario any error within a requirement can result in a project loss. Computer support for requirement engineers is still premature as most RE applications can not cope with more sophisticated techniques like semantics, natural language processing etc. In this paper we will present the ongoing research work in semantic requirement engineering which will try to close the gap between computer understandable semantics, namely ontologies, and the natural language input of a human.

关键词： Semantics

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Applying data-flow analysis to models a novel approach for model analysis 10

Applying data-flow analysis to models a novel approach for m...

引用

Proceedings of the 2010 Spring Simulation Multiconference

作者： Saad, Christian Bauer, Bernhard Programming Distributed Systems Lab. University of Augsburg Germany

ISBN: (纸本)9781450300698

Using modeling techniques, the structure of an application domain can be captured in an easy and highly expressive way. However, while the use of meta models for the definition of modeling languages is a common and well-understood activity, extracting information about behavioral properties as well as the validation of static semantics is still a challenge. In this paper we present a novel approach for model analysis that addresses these issues by applying the method of dataflow analysis to the modeling domain. By approximating the dynamic behavior of a model, this allows for an abstract interpretation of its runtime characteristics. © 2010 SCS.

关键词： Data flow analysis

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Situational method engineering applied for the enactment of development processes - An agent based approach

Situational method engineering applied for the enactment of ...

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作者： Seemueller, Holger Voos, Holger Honke, Benjamin Bauer, Bernhard Mobile Robotics and Mechatronics Lab. University of Applied Sciences Ravensburg-Weingarten D-88241 Weingarten Germany Programming Distributed Systems Lab. Institute of Computer Science University of Augsburg D-86135 Augsburg Germany

ISBN: (纸本)9789898425065

Interdisciplinary product development is faced with the collaboration of diverse roles and a multitude of interrelated artifacts. Traditional and sequential process models cannot deal with the long-lasting and dynamic behavior of the development processes of today. Moreover, development processes have to be tailored to the needs of the projects, which are usually distributed today. Thus, keeping these projects on track from a methodology point of view is difficult. In order to deal with these challenges, this paper will present a novel method engineering and enactment approach. It combines the ideas of workflow technologies and product line engineering for method engineering as well as agent technology for the development process enactment.

关键词： Multi agent systems

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An attribute-based approach to the analysis of model characteristics

An attribute-based approach to the analysis of model charact...

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1st International Workshop on Future Trends of Model-Driven Development - FTMDD 2009 In Conjunction with ICEIS 2009

作者： Saad, Christian Lautenbacher, Florian Bauer, Bernhard Programming Distributed Systems Lab. University of Augsburg Germany

ISBN: (纸本)9789898111951

Modeling languages provide a powerful technique for describing domain-specific concepts and their relationships. Since the syntactical structure is determined by a meta-model, expressions can be defined on the meta layer and evaluated for arbitrary instances. Currently, meta-modeling standards lack an easy way for defining rules capable of dynamically examining the behavior of a model. In this paper we discuss a new approach that links meta-modeling with well-understood methods from the field of compiler construction in order to express semantic constraints and perform data-flow calculations on model instances. We show how our approach can be used to analyze and validate business processes and specify further use cases like e.g. the calculation of model metrics.

关键词： Modeling languages

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Semantic business process modeling - Benefits and capability

Semantic business process modeling - Benefits and capability

引用

2008 AAAI Spring Symposium

作者： Lautenbacher, Florian Bauer, Bernhard Seitz, Christian Programming Distributed Systems Lab. University of Augsburg Germany

ISBN: (纸本)9781577353577

Models describing business processes in a company nowadays have the drawback that they are not machine-processable for two reasons: First the terminology is not formalized. Second the dynamic semantics of the process model is not formally defined. Thus, many discussions and human work is necessary in order to create and maintain process models. However, with a semantic annotation of process models and the usage of ontologies, tasks can be automized and the workload of the user can be reduced to a minimum. In this paper we discuss different possibilities and the added value of annotating a business process model with semantic information.

关键词： systems engineering

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Experimenting with language support for proximity in ambient-oriented programming

Experimenting with language support for proximity in ambient...

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International Workshop on Engineering Environment-Mediated Multi-Agent systems, EEMMAS 2007

作者： Ramiro, Victor Dedecker, Jessie Tanter, Éric Barron, Peter University of Chile Santiago Chile Programming Technology Lab. Vrije Universiteit Brussel Belgium Distributed Systems Group Trinity College Dublin Ireland

ISBN: (纸本)3540850287

Proximity is a key to scalable and meaningful interactions in distributed systems, both natural and artificial, and in particular in pervasive computing environments. However, proximity as such is a vague notion that can be considered both in a very factual manner (spatial distance) and in a very abstract and subjective manner (user affinity). We claim that an adequate system or programming language for ambient intelligence applications ought to support an open notion of proximity, making it possible to rely on different, possibly subjective, understandings of proximity, as well as their combinations. We explore how to extend the Ambient-Oriented programming language AmbientTalk with language constructs that give programmers flexible control over subjective proximity definitions in both service advertising and discovery. © 2008 Springer-Verlag Berlin Heidelberg.

关键词： Computer programming languages

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Decentralized business process modeling and enactment:: ICT architecture topologies and decision methods

Decentralized business process modeling and enactment:: ICT ...

引用

5th International Workshop on programming Multi-Agent systems

作者： Bauer, Bernhard Mueller, Jorg P. Roser, Stephan Univ Augsburg Programming Distributed Systems Lab Univ Str 14 D-86135 Augsburg Germany Tech Univ Clausthal Dept Informat D-38678 Clausthal Zellerfeld Germany

ISBN: (纸本)9783540790426

Multiagent systems have been proposed in the literature as a suitable architectural and implementation approach for cross-enterprise collaboration, due to their support for decentral decision-making and peer-to-peer coordination, loosely coupled interaction, modeling support for the notion of electronic institutions, and built-in adaptability mechanisms. While we agree with this general view, we argue that different application domain and different market constellations require different types of architecture. In this paper we look at the specific problem of selecting an information and communication technology (ICT) architecture for cross-enterprise business process (CBP) design and enactment. Therefore we identify three important architectural patterns for CBP enactment. We then propose a decision method for architecture selection based on the analytic hierarchy process (AHP) approach. Finally we illustrate the method by applying it to two application scenarios with differing characteristics. Robustness of the decision method is analyzed by performing a sensitivity analysis.

关键词： Software architecture

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