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Author:   Mathias Weske ,  Marco Montali ,  Ingo Weber ,  Jan vom Brocke
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2018 ed.
Volume:   11080
Weight:   0.819kg
ISBN:  

9783319986470

ISBN 10:   3319986473
Pages:   514
Publication Date:   11 August 2018
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

"Reflections on BPM.- BPM: Foundations, Engineering, Management.- Bringing Middleware to Everyday Programmers with Ballerina.- Track I: Concepts and Methods in Business Process Modeling and Analysis.- Open to Change: A Theory for Iterative Test-Driven Modelling.- Construction Process Modeling: Representing Activities, Items and their Interplay.- Feature-Oriented Composition of Declarative Artifact-Centric Process Models.- Animating Multiple Instances in BPMN Collaborations: from Formal Semantics to Tool Support.- Managing Decision Tasks and Events in Time-aware Business Process Models.- Track I: Foundations of Process Discovery.- Interestingness of Traces in Declarative Process Mining: The Janus LTLpf Approach.- Unbiased, Fine-Grained Description of Processes Performance from Event Data.- Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery.- Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery.- Track II: Alignments and Conformance Checking.- Efficiently Computing Alignments using the Extended Marking Equation.- An Evolutionary Technique to Approximate Multiple Optimal Alignments.- Maximizing Synchronization for Aligning Observed and Modelled Behaviour.- Online Conformance Checking Using Behavioural Patterns.- Track II: Process Model Analysis and Machine Learning.- BINet: Multivariate Business Process Anomaly Detection Using Deep Learning.- Finding Structure in the Unstructured: Hybrid Feature Set Clustering for Process Discovery.- act2vec, trace2vec, log2vec, and model2vec: Representation Learning for Business Processes.- Who is behind the Model? Classifying Modelers based on Pragmatic Model Features.- Finding the ""Liberos"": Discover Organizational Models with Overlaps.- Track III: Digital Process Innovation.- On The Synergies Between Business Process Management and Digital Innovation.- Effective Leadership in BPM Implementations: A Case Study of BPM in a DevelopingCountry, Public Sector Context.- Conceptualizing a Framework to Manage the Short Head and Long Tail of Business Processes.- Using Business Process Compliance Approaches for Compliance Management with regard to Digitization: Evidence from a Systematic Literature Review.- Big Data Analytics as an Enabler of Process Innovation Capabilities: A Configurational Approach.- Track III: Method Analysis and Selection.- Assessing the Quality of Search Process Models.- Predictive Process Monitoring Methods: Which One Suits Me Best.- How Context-aware are Extant BPM Methods and Tools? – Development of an Assessment Scheme.- Process Forecasting: Towards Proactive Business Process Management."

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