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Process measurement deals with the quantification of business process models using process model metrics. This book presents a theoretical framework for the prediction of external process model attributes (as, for example, error-proneness and understandabiltiy) based on internal (structural) attributes. The properties of proposed metrics are analyzed. A visualization technique for metric values is introduced and metrics for process model understandability and granularity are evaluated.
process model metric --- business process management --- process measurement
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This book presents a process-oriented business modeling framework based on semantic technologies. The framework consists of modeling languages, methods, and tools that allow for semantic modeling of business motivation, business policies and rules, and business processes. Quality of the proposed modeling framework is evaluated based on the modeling content of SAP Solution Composer and several real-world business scenarios.
Business Modeling --- Enterprise Modeling --- Business Process --- Semantic technologies --- BPM
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The compliance with functional safety according to the standard ISO 26262 in context of the increasing electrification of road vehicles is a significant challenge. This work provides a concept and methodology for the model-based development of functional safe hardware. This is characterized by the description of hardware designs, annotation of failure data and performing the demanded safety evaluations.
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Existing business modeling languages (or their extensions) have time, identity and activity related contexts (or objects) for modeling business processes. In order to support a Context Aware Service, location awareness is needed to enable the application or process to control the related workflows. For the integration of location constraints into workflow models, a concept based on restrictions is being developed in the present work.
mobil --- workflow --- business process --- location constraints --- Ortsbezüge --- mobile --- Workflow --- context awareness --- Kontextinformationen --- Geschäftsprozess
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Integration of enterprise applications (EAI) and e-business integration are time-consuming and expensive. This thesis proposes pattern mining to determine identical object classes. Processes are integrated based on declared integration goals and known software behavior. A model-driven approach ensures consistent use of behavioral knowledge from development in integration. The contributions were applied to the CCTS Modeler Warp 10 and SAP NetWeaver CE (composition environment) developed at SAP.
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The company's sustainable competitive advantage derives from its capacity to create value for customers and to adapt the operational practices to changing situations. Business processes are the heart of each company. Therefore process excellence has become a key issue. This book introduces a novel approach focusing on the autonomous optimization of business processes by applying sophisticated machine learning techniques such as Relational Reinforcement Learning and Particle Swarm Optimization.
Process Flexibility --- Business Process Modeling --- Relational Reinforcement Learning --- Optimization --- Particle Swarm Optimization
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This Open Access book explores the dilemma-like stalemate between security and regulatory compliance in business processes on the one hand and business continuity and governance on the other. The growing number of regulations, e.g., on information security, data protection, or privacy, implemented in increasingly digitized businesses can have an obstructive effect on the automated execution of business processes. Such security-related obstructions can particularly occur when an access control-based implementation of regulations blocks the execution of business processes. By handling obstructions, security in business processes is supposed to be improved.
Business --- Data processing --- Security measures. --- IT-Security --- Business Process Management --- Security and Privacy --- Process Security --- Compliance --- Process Automation --- Process Modeling --- Petri Net --- Process Mining --- Data Mining
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Computational complexity --- Complexité de calcul (Informatique) --- Periodicals. --- Périodiques --- Computational complexity. --- Complexity, Computational --- structure --- algorithms --- behavior --- socio-technical --- process --- access --- Electronic data processing --- Machine theory --- algorithms --- enterprise architecture --- business process --- system engineering --- modeling --- analytics
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This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 28 papers included in this volume were carefully reviewed and selected from 65 submissions. They stem from the following workshops: 2nd International Workshop on Event Data and Behavioral Analytics (EDBA) 2nd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) 2nd International Workshop on Streaming Analytics for Process Mining (SA4PM) 6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) 4th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) 2nd International Workshop on Trust, Privacy, and Security in Process Analytics (TPSA) One survey paper on the results of the XES 2.0 Workshop is included.
Data mining --- Electronic data processing --- Process Mining --- Process Discovery --- Process Analytics --- Process Querying --- Conformance Checking --- Predictive Process Monitoring --- Data Science --- Event Data --- Streaming Analytics --- Machine Learning --- Decision Support Systems --- Business Process Management --- Information Systems --- Petri Nets --- Open Access --- Data mining. --- Information technology --- Data Mining and Knowledge Discovery. --- Business Process Management. --- Computer Application in Administrative Data Processing. --- Management. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching
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This book is open access under a CC BY-NC 4.0 license. This volume presents several case studies highlighting the latest findings in Industry 4.0 projects utilizing S-BPM features. Their potential is explored in detail, while the limits of engineering a company from a communication-centred perspective are also discussed. After a general introduction and an overview of the book in chapter 1, chapter 2 starts by condensing the industrial challenges driven by the German “Industry 4.0” trend to form a concrete vision for future production industries. Subsequently, chapter 3 introduces the basic concepts of S-BPM and its capabilities, in particular for supporting the restructuring of processes. The next three chapters then present various case studies, e.g. at an SME offering the production of atypical, unique and special purpose machinery, equipment and technologically complex units particularly useful in the automotive and electronic industries; and at a further SME producing highly-customized floor cleaning machines. Rounding out the coverage, the last two chapters summarize the achievements and lessons learned with regard to the road ahead. Overall, the book provides a realistic portrait of the status quo based on current findings, and outlines the future activities to be pursued in order to establish stakeholder-centred digital production systems. As such, developers, educators, and practitioners will find both the conceptual background and results from the field reflecting the state-of-the-art in vertical and horizontal process integration.
Computer science. --- Management information systems. --- Industrial management. --- Software engineering. --- Application software. --- Computer Science. --- Computer Appl. in Administrative Data Processing. --- Business Process Management. --- Information Systems Applications (incl. Internet). --- Software Engineering. --- Software Management. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software engineering --- Business administration --- Business enterprises --- Business management --- Corporate management --- Corporations --- Industrial administration --- Management, Industrial --- Rationalization of industry --- Scientific management --- Computer-based information systems --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Informatics --- Management --- Computer software --- Engineering --- Business --- Industrial organization --- Sociotechnical systems --- Information resources management --- Science --- Communication systems --- Information systems. --- business process management --- software
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