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检索条件"丛书名=Lecture Notes in Business Information Processing 252"

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The BE² model: When business Events meet business Entities 1

引用

12th International Conference on business Process Management (BPM)

作者： Fournier, Fabiana Limonad, Lior IBM Res Haifa IL-31905 Haifa Israel

ISBN: (数字)9783319158952

ISBN: (纸本)9783319158952;9783319158945

This work presents a unified modelling approach based on two declarative models which integrates event-and entity-driven paradigms while preserving a clear separation of concerns between their executions. The proposed approach provides business users with a unified model that is both sufficiently equipped to capture the inherent complexity of realistic business operations, and still enables gaining a complete overview of the entire business arena. This was attained building upon the business-entity-model and the-event-model as two complementary modeling paradigms yielding the BE2 model. In this paper we describe how these two models have been systematically unified using an ontological formalism as a common conceptual baseline. The approach also derives a set of modeling guidelines to preserve the consistency across the two specifications. We demonstrate the actual instantiation of the proposed BE2 model in the Transport and Logistics domain.

关键词： Event processing The event model business entity business artifact Ontology

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Towards Supporting the Analysis of Online Discussions in OSS Communities: A Speech-Act Based Approach

Towards Supporting the Analysis of Online Discussions in OSS...

引用

26th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Morales-Ramirez, Itzel Perini, Anna Ceccato, Mariano Fdn Bruno Kessler IRST Software Engn Res Unit I-38123 Trento Italy Univ Trento Trento Italy

ISBN: (纸本)9783319192703;9783319192697

Open-Source Software (OSS) community members report bugs, request features or clarifications by writing messages (in unstructured natural language) to mailing lists. Analysts examine them dealing with an effort demanding and error prone task, which requires reading huge threads of emails. Automated support for retrieving relevant information and particularly for recognizing discussants' intentions (e.g., suggesting, complaining) can support analysts, and allow them to increase the performance of this task. Online discussions are almost synchronous written conversations that can be analyzed applying computational linguistic techniques that build on the speech act theory. Our approach builds on this observation. We propose to analyze OSS mailing-list discussions in terms of the linguistic and non-linguistic acts expressed by the participants, and provide a tool-supported speech-act analysis method. In this paper we describe this method and discuss how to empirically evaluate it. We discuss the results of the first execution of an empirical study that involved 20 subjects.

关键词： Online discussions Intentions extraction Speech act theory

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An Ontology-Based Architecture for Storage Management 1

引用

7th International Workshop on Formal Ontologies Meet Industry (FOMI)

作者： Textor, Andreas Sikora, Thomas RheinMain Univ Appl Sci Distributed Syst Lab Unter Eichen 5 D-65195 Wiesbaden Germany SVA Syst Vertrieb Alexander GmbH D-65205 Wiesbaden Germany

ISBN: (数字)9783319215457

ISBN: (纸本)9783319215457;9783319215440

Management of block storage virtualization systems in large environments can become very complex. For standard management tasks, such as the creation and maintenance of disk arrays, and problem isolation, specialized storage management tools are used. Such tools must query the storage virtualization system for topologies and performance statistics, correlating this information with external sources and defined policies, and providing an interface for the storage administrators. By using ontologies as information models in a storage management tool, correlation of elements, aggregation and querying becomes a lot more flexible and configurable. In this paper we present an ontology-based architecture that serves as backend for a storage management tool. We describe the approach and performance optimizations and give an evaluation of the prototypical implementation.

关键词： Ontology Storage management Storage virtualization San volume controller

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The Enterprise Engineering Domain 5

引用

5th Enterprise Engineering Working Conference (EEWC)

作者： de Vries, Marne Gerber, Aurona van der Merwe, Alta Univ Pretoria Dept Ind & Syst Engn ZA-0002 Pretoria South Africa Univ Pretoria CSIR Meraka Dept Informat Ctr Artificial Intelligence Res ZA-0002 Pretoria South Africa Univ Pretoria Dept Informat ZA-0002 Pretoria South Africa

ISBN: (纸本)9783319192970;9783319192963

Enterprise engineering (EE) is emerging as a new discipline to address the design of the enterprise in a holistic way. Although existing knowledge on enterprise design is dispersed and fragmented across different disciplines and approaches, previous research presented an enterprise evolution contextualisation model (EECM) as a representation of the existing EE body of knowledge. Since EECM was developed inductively from existing design/alignment/governance approaches, EECM was also proposed as a representation of the EE domain within the emerging EE discipline. We used a questionnaire to gather the views of EE and enterprise architecture (EA) researchers and practitioners on the EE domain. The main contributions of this article include: (1) the validation results of the proposed boundaries of the EE domain, and (2) a prioritisation of the phenomena of interest and core problems or topics of interest within the EE domain.

关键词： Enterprise engineering Enterprise engineering discipline Enterprise engineering research agenda

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Possibilistic WorkFlow Net for Deadlock Avoidance in Interorganizational business Processes 17th

引用

17th International Conference on Enterprise information Systems (ICEIS)

作者： de Rezende, Leiliane Pereira Julia, Stephane Univ Fed Uberlandia Comp Fac Av Engenheiro Dinz 1178CP 593 BR-38400 Uberlandia MG Brazil

ISBN: (纸本)9783319291338;9783319291321

Soundness property is an important criterion which needs to be satisfied when treating workflow processes. However, a significant part of industrial business process models is not in fact sound, which can lead to deadlock situations due to message ordering mismatches, for example. In order to avoid deadlock situation in interorganizational business processes, an approach based on Siphon structures, possibilistic Petri nets and interorganizational WorkFlow nets is proposed. A deadlock situation is characterized by an insufficiently marked Siphon. Possibilistic Petri nets with uncertainty on the marking and on the transition firing are used to ensure the existence of at least one transition firing sequence enabling the completion of the process without encountering the deadlock situation. Routing patterns and communication protocols that exist in business processes are modeled by interorganizational WorkFlow nets. Combining these formalisms, a kind of possibilistic WorkFlow net is obtained.

关键词： Interorganizational workflow net Possibilistic petri net Deadlocks Siphon Soundness Process monitoring

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Towards Guiding Process Modelers Depending upon Their Expertise Levels 1

引用

27th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Gassen, Jonas Bulegon Mendling, Jan Thom, Lucineia Heloisa de Oliveira, Jose Palazzo M. Vienna Univ Econ & Business Adm Vienna Austria Univ Fed Rio Grande do Sul UFRGS PPGC Porto Alegre RS Brazil

ISBN: (数字)9783319192437

ISBN: (纸本)9783319192437;9783319192420

business process modeling is an important task for supporting business process management. One challenge of process modeling is the diversity of expertise from novice modelers to expert designers, which defines the need to provide different sorts of guidance during modeling. In this paper, we discuss these expertise differences based on the cognitive load theory and present an experiment that tested how people with different levels of expertise work with different instructional material presented as automatic feedback of a tool. Our conclusions suggest that guidance on reworking models needs to take different levels of expertise into account.

关键词： business process Process modeling Cognitive load theory Process of process modeling

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Case-Based Development of Consumer Preferences Using Brand Personality and Values Co-creation 8th

引用

8th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM)

作者： Svee, Eric-Oluf Zdravkovic, Jelena Stockholm Univ Dept Comp & Syst Sci Box 7003 S-16407 Kista Sweden

ISBN: (纸本)9783319258973;9783319258966

Consumers have preferences whose determination is outside the realm of economic rules and values. To be successful in current market conditions, product and service companies need to capture such preferences to provide best-fit support by their information Systems (IS), sometimes by developing entirely new features. In our previous work, we have conceptualized a meta-model for incorporating consumer preferences into the development of IS-Consumer Preference Meta-Model (CPMM). This artifact was developed with the ability to be expanded with new kinds of consumer preferences, as well as their related concepts. Building upon that work, in this study we consider methodological usage of CPMM for the case of Asker's Brand Personality as the primary value framework. The framework brings both the enterprise and the consumer into dialog, with this values co-creation fostering synchronicity between the information systems that are designed as an outgrowth of this process, and the desires of both the consumers and the businesses that they will support. The case example uses the Twitter feed of a major airline, whose tweets are processed using Aaker's 5-factors and Kano's quality framework. The results complete an instantiation of CPMM that generates a feature model reflective of both brand personality and values co-creation.

关键词： Value Consumer value Consumer preferences Brand personality Values co-creation Requirements engineering

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Coordinating Expertise Outside Agile Teams 16th

Coordinating Expertise Outside Agile Teams

引用

16th International Conference on Agile Software Development (XP)

作者： Rejab, Mawarny Md. Noble, James Marshall, Stuart Victoria Univ Wellington Sch Engn & Comp Sci Wellington New Zealand

ISBN: (纸本)9783319186122;9783319186115

Agile software development projects depend upon roles located outside Agile teams such as User Experience Designers and Software Architects to support teams. As external specialists' expertise is valuable to Agile teams, further investigation is needed to explore the relationships between Agile teams and external specialists in coordinating external expertise. Through a Grounded Theory study involving 47 Agile practitioners and external specialists, we discovered five factors that Agile teams and external specialists need to consider when coordinating external expertise: Availability, Agile Mindset, Stability, Knowledge Retention and Effective Communication. We present strategies for each factor as a guideline for coordinating external expertise in teams. This study helps Agile teams to manage and utilize external expertise resources effectively.

关键词： Expertise coordination External specialists Agile software development projects Grounded theory

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Coping with Uncertainty in Schema Matching: Bayesian Networks and Agent-Based Modeling Approach 6th

Coping with Uncertainty in Schema Matching: Bayesian Network...

引用

6th International MCETECH Conference on E-Technologies (MCETECH)

作者： Assoudi, Hicham Lounis, Hakim Univ Quebec Dept Informat LATECE Montreal PQ H3C 3P8 Canada

ISBN: (纸本)9783319179575;9783319179568

Schema matching and mapping are an important tasks for many applications, such as data integration, data warehousing and e-commerce. Many algorithms and approaches were proposed to deal with the problem of automatic schema matching and mapping. In this work, we describe how schema matching problem can be modelled and simulated as agents where each agent learn, reason and act to find the best match in the other schema attributes group. Many differences exist between our approach and the existing practice in schema matching. First and foremost our approach is based on the paradigm Agent-based Modeling and Simulation (ABMS), while, as far as we know, all the current methods do not use ABMS paradigm. Second, the agent's decision-making and reasoning process leverages probabilistic models (Bayesian) for matching prediction and action selection (planning). The results we obtained so far are very encouraging and reinforce our belief that many intrinsic properties of our model, such as simulations, stochasticity and emergence, contribute efficiently to the increase of the matching quality and thus the decrease of the matching uncertainty.

关键词： Schema matching Schema mapping Agent-based modelling and simulation Bayesian networks Machine learning

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Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce 1

引用

16th International Conference on Enterprise information Systems (ICEIS)

作者： Coelho da Silva, Ticiana L. Araujo Neto, Antonio C. Magalhes, Regis Pires de Farias, Victor A. E. de Macedo, Jose A. F. Machado, Javam C. Univ Fed Ceara Dept Comp Sci Fortaleza Ceara Brazil

ISBN: (数字)9783319223483

ISBN: (纸本)9783319223483;9783319223476

Clustering is a major data mining technique that groups a set of objects in such a way that objects in the same group are more similar to each other than to those in other groups. Among several types of clustering, density-based clustering algorithms are more efficient in detecting clusters with varied density and different shapes. One of the most important density-based clustering algorithms is DBSCAN. Due to the huge size of generated data by the widespread diffusion of wireless technologies and the complexity of big data analysis, new scalable algorithms for efficiently processing such data are needed. In this chapter we are particularly interested in using traffic data for finding congested areas in a city. For this purpose, we developed a new distributed and efficient strategy of DBSCAN algorithm that uses MapReduce to detect dense areas based on the input parameters. We conducted experiments using real traffic data of a brazilian city, Fortaleza, and compared our approach with the centralized and the MapReduce-based approaches. Our preliminary results confirmed that our approach is scalable and more efficient than the other ones. We also present an incremental version of DBSCAN considering the MapReduce version of it.

关键词： DBSCAN MapReduce Traffic data

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