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

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A Comparative Study of Microblogs Features Effectiveness for the Identification of Prominent Microblog Users During Unexpected Disaster 2nd

A Comparative Study of Microblogs Features Effectiveness for...

引用

2nd International Conference on information Systems for Crisis Response and Management in Mediterranean Countries (ISCRAM-Med)

作者： Bizid, Imen Nayef, Nibal Naoui, Oumayma Boursier, Patrice Faiz, Sami Univ La Rochelle Lab L3I La Rochelle France LTSIRS Lab Tunis Tunisia IUMW Kuala Lumpur Malaysia

ISBN: (纸本)9783319243993;9783319243986

This paper presents a learning-based approach for the selection of relevant feature categories in the context of information retrieval from microblogs during unexpected disasters. Our information retrieval strategy consists of identifying prominent microblog users who are susceptible to share relevant and exclusive information in a disaster case. To identify these users, we evaluate the effectiveness of the state-of-the-art features characterizing microblog users for the identification of prominent users in a specific context. We experimented with a different sets of feature categories to determine those that discriminate prominent users sets from non-prominent ones interacting in Twitter during the 2014 Herault floods that occurred in France. The achieved results show that on- and off-topical user activities features are the most representative features for identifying prominent users in a disaster context. We also note that SVM outperforms the ANN learning algorithm for this classification context especially when it is trained with additional spatial features.

关键词： Effectiveness of feature categories Prominent microblog users Disaster management

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E-Health and Value Co-creation: The Case of Electronic Medical Record in an Italian Academic Integrated Hospital 1

引用

6th International Conferences on Exploring Service Science 1.5 (IESS)

作者： Bonomi, Sabrina Zardini, Alessandro Rossignoli, Cecilia Dameri, Paola Renata ECampus Univ I-22060 Novedrate CO Italy Univ Verona Dept Business Adm I-37129 Verona Italy Univ Genoa Dept Econ I-16126 Genoa Italy

ISBN: (数字)9783319149806

ISBN: (纸本)9783319149806;9783319149790

The objective of the paper is to study the use of service science to create a systematic service innovation in the health environment. Starting from the basic abstraction of service science, which is considered as value co-creation when people, technology and value propositions are connected by internal and external service systems and shared information [1], the paper aims to explain the benefits of the electronic medical record (EMR) and its business and organizational impacts in an Italian Academic Integrated Hospital. The research method is based on a case study and on connected semi-structured interviews. The qualitative study shows the co-created value, i.e. the impacts of introduction and development (consolidation) of EMR on efficacy and efficiency of the organization, on data collection and processing, error reduction, sustainability of SSN (national health service) and especially the better quality of services to the citizens.

关键词： Electronic medical record Value co-creation Service science for health Hospital case study

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Modeling and Monitoring Variability in Hospital Treatments: A Scenario Using CMMN

Modeling and Monitoring Variability in Hospital Treatments: ...

引用

12th International Conference on business Process Management (BPM)

作者： Herzberg, Nico Kirchner, Kathrin Weske, Mathias Univ Potsdam Hasso Plattner Inst D-14482 Potsdam Germany Univ Hosp Jena D-07743 Jena Germany

ISBN: (纸本)9783319158952;9783319158945

Healthcare faces the challenge to deliver high treatment quality and patient satisfaction while being cost efficient which is tackled by introducing clinical pathways to standardize the treatment processes. At the Jena University Hospital, the clinical pathway for living donor liver transplantation was modeled using business Process Model and Notation. A survey based on that model investigates on the transferability of this pathway to other hospitals and lists the requirements for a general model including the need for flexibility caused by differences in treatments in various hospitals. In this paper, we show an approach to tackle the requirements for such a flexible process by using the Case Management Model and Notation standard. Further, we show how case monitoring and analysis can be established by using an approach combining event processing and case management. The holistic approach is exemplified by using a scenario of the evaluation of living liver donors.

关键词： Flexible healthcare processes Process monitoring CMMN

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Modeling the Dynamics of Enterprise Architecture Adoption Process 17th

引用

17th International Conference on Enterprise information Systems (ICEIS)

作者： Syynimaa, Nestori Univ Reading Henley Business Sch Informat Res Ctr Reading Berks England Univ Tampere Sch Informat Sci FIN-33101 Tampere Finland CSC IT Ctr Sci Espoo Finland Gerenios Ltd Tampere Finland

ISBN: (纸本)9783319291338;9783319291321

During the last few years Enterprise Architecture (EA) has received increasing attention among industry and academia. EA can be defined as a formal description of the current and future state(s) of the organisation, and as a managed changes between these states. By adopting EA, organisations may gain a number of benefits such as better decision making, increased revenues and cost reduction, and alignment of business and IT. Despite of the benefits, EA is not widely adopted in organisations. One of the reasons for this is that the adoption has been found to be difficult. In this paper a model to explain the complex dynamics of EA adoption is introduced. The model of the Resistance during the EA adoption Process (REAP) is based on selected EA literature and on general organisational change and change resistance literature. The model introduces novel relationships between strategic level of EA, resulting organisational changes, and the sources of resistance during the planning and execution phases of the adoption. REAP is validated empirically using data collected from an EA-pilot conducted among 11 Finnish higher education institutions. Validation revealed that most of the resistance faced during the adoption was caused by the lack of EA knowledge. By utilising REAP model, organisations may anticipate and prepare for the organisational change resistance during EA adoption.

关键词： Enterprise Architecture Adoption Change resistance Strategic level Organisational change

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Generating business Process Recommendations with a Population-Based Meta-Heuristic

Generating Business Process Recommendations with a Populatio...

引用

12th International Conference on business Process Management (BPM)

作者： Mertens, Steven Gailly, Frederik Poels, Geert Univ Ghent Fac Econ & Business Adm Dept Business Informat & Operat Management B-9000 Ghent Belgium

ISBN: (纸本)9783319158952;9783319158945

In order to provide both guidance and flexibility to users during process execution, recommendation systems have been proposed. Existing recommendation systems mainly focus on offering recommendation according to the process optimization goals (time, cost...). In this paper we offer a new approach that primarily focuses on maximizing the flexibility during execution. This means that by following the recommendations, the user retains maximal flexibility to divert from them later on. This makes it possible to handle (possibly unknown) emerging constraints during execution. The main contribution of this paper is an algorithm that uses a declarative process model to generate a set of imperative process models that can be used to generate recommendations.

关键词： business processes Recommender systems Declarative process model Run-time flexibility

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Architectural Principles for Service Cloud Applications 1

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4th International Symposium on business Modeling and Software Design (BMSD)

作者： Maciaszek, Leszek A. Skalniak, Tomasz Biziel, Grzegorz Wroclaw Univ Econ PL-53345 Wroclaw Poland Macquarie Univ Sydney NSW Australia

ISBN: (数字)9783319200521

ISBN: (纸本)9783319200521;9783319200514

Service-oriented cloud-based web and mobile applications have placed new expectations and demands on software architectural design. In Maciaszek et al. (2014) we proposed a new meta-architecture as a reference model for developing such applications. The seven-layer meta-architecture is called STCBMER (Smart Client - Template - Controller - Bean - Mediator - Entity Resource). This paper concentrates on the description of principles that guide architects of specific service cloud applications that aim at conforming to STCBMER or similar meta-architectures. The principles are derived from a predecessor meta-architecture called PCBMER (Presentation - Controller - Bean Mediator - Entity - Resource) and are extended based on a comparative evaluation of principles in two other meta-architectures - SANTA (Solution Architecture for N-Tier Applications) and MAAG (Microsoft Application Architecture Guide).

关键词： Meta-architecture Architectural design Service-oriented systems and applications System and software complexity Dependency relationships Software quality Software adaptability Holon abstraction Architectural principles

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Trust and Control in Complex information Systems Development 8th

Trust and Control in Complex Information Systems Development

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8th SIGSAND/PLAIS EuroSymposium on Systems Analysis and Design

作者： Jensen, Preben Ladefoged, Christian Sogard, Michael Obwegeser, Nikolaus Aarhus Univ Dept Management Sch Business & Social Sci DK-8000 Aarhus C Denmark

ISBN: (纸本)9783319243665;9783319243658

Much research has been devoted to the study of methods that help managing ISD projects. So far, this resulted in a large amount of literature on a variety of often normative ISD methods, generally categorized into plan-based and agile approaches. ISD method research has been driven by the common understanding that a high level of complexity calls for methodologically sound management and rule-based interaction in the development team. In this paper, we propose that high levels of inter-organizational and inter-personal trust can reduce the need for method-based interaction. We present the case of a successful ISD project set in a complex organizational setting with high success pressure. Our findings reveal that when method influence is low and only very lose control mechanisms are established, the trusting relationships within both the organizations and the developers highly affect the success of the project.

关键词： information systems development Trust Control Complexity Project management

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Enterprise-Specific Ontology-Driven Process Modelling 16th

引用

16th International Conference on Enterprise information Systems (ICEIS)

作者： Alkhaldi, Nadejda Casteleyn, Sven Gailly, Frederik Vrije Univ Brussel B-1050 Brussels Belgium Univ Jaume 1 Castellon de La Plana 12071 Spain Univ Ghent B-9000 Ghent Belgium

ISBN: (纸本)9783319223483;9783319223476

Different process models are created within an enterprise by different modelers who use different enterprise terms. This hinders model interoperability and integration. A possible solution is formalizing the vocabulary used within the enterprise in an ontology and put this ontology as bases for constructing process models. Given that an enterprise is an evolving entity, the ontology needs to evolve to properly reflect the domain of the enterprise. This paper proposes an enterprise-specific ontology-driven process modelling method which tackles the two aforementioned issues by assisting the modeller in creating process models using terminology from the ontology and simultaneously supporting ontology enrichment with feedback from those models. When the modeller creates a model, matching mechanisms incorporated in the method are working together to suggest a list of ontological concepts that have a high potential to be useful for a particular modelling element. When the model is created, its quality is first evaluated from different perspectives to make sure that it can be used within the enterprise, and second to discover whether its feedback can be useful for the ontology. When the feedback is extracted, the proposed method incorporates guidelines on how to use this feedback.

关键词： business process modeling Enterprise ontology Ontology-driven modelling BPMN UFO

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Using Graph Metrics for Linked Open Data Enabled Recommender Systems 16th

Using Graph Metrics for Linked Open Data Enabled Recommender...

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16th International Conference on Electronic Commerce and Web Technologies (EC-Web)

作者： Ristoski, Petar Schuhmacher, Michael Paulheim, Heiko Univ Mannheim Res Grp Data & Web Sci D-68131 Mannheim Germany

ISBN: (纸本)9783319277295;9783319277288

Linked Open Data has been recognized as a useful source of background knowledge for building content-based recommender systems. While many existing approaches transform that data into a propositional form, we investigate how the graph nature of Linked Open Data can be exploited when building recommender systems. In particular, we use path lengths, the K-Step Markov approach, as well as weighted NI paths to compute item relevance and perform a content-based recommendation. An evaluation on the three tasks of the 2015 LOD-RecSys challenge shows that the results are promising, and, for cross-domain recommendations, outperform collaborative filtering.

关键词： Linked Open Data Recommender systems Graph metrics Cross-domain recommendation

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Visual and Ontological Modeling and Analysis Support for Extended Enterprise Models

Visual and Ontological Modeling and Analysis Support for Ext...

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

作者： Sunkle, Sagar Rathod, Hemant Tata Consultancy Serv Tata Res Dev & Design Ctr Pune 411013 Maharashtra India

ISBN: (纸本)9783319192703;9783319192697

To remain competitive in dynamic environment, enterprises need to make effective and efficient decisions in response to changes. Good modeling tools and analysis support is a necessity in this regard. Such modeling and analysis tools should to be able to visually model and programmatically analyze several descriptive and prescriptive modeling languages in concert. We recount our experience with visual modeling editor and ontological representation for both descriptive and prescriptive models for enterprise decision making. Starting with purposive modeling tools, we shifted to integrated modeling environment where all relevant models of enterprise coexist and are analyzed together. Our ongoing research suggests that apart from integrated modeling environment, scalable modeling facilities for better interaction between modelers and domain experts are also necessary to make modeling and analysis of enterprise models more streamlined.

关键词： Enterprise modeling Intentional models Visual modeling Enterprise analysis ArchiMate Adex

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