Conformance Checking
DOWNLOAD
Download Conformance Checking PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Conformance Checking book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Conformance Checking
DOWNLOAD
Author : Josep Carmona
language : en
Publisher: Springer
Release Date : 2018-11-11
Conformance Checking written by Josep Carmona and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-11 with Computers categories.
This book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and analysing observed instances of a process in the presence of a model, independent of the model’s origin. Its goal is to provide an overview of the essential techniques and methods in this field at an intuitive level, together with precise formalisations of its underlying principles. The book is divided into three parts, that are meant to cover different perspectives of the field of conformance checking. Part I presents a comprehensive yet accessible overview of the essential concepts used to interrelate modelled and recorded behaviour. It also serves as a reference for assessing how conformance checking efforts could be applied in specific domains. Next, Part IIprovides readers with detailed insights into algorithms for conformance checking, including the most commonly used formal notions and their instantiation for specific analysis questions. Lastly, Part III highlights applications that help to make sense of conformance checking results, thereby providing a necessary next step to increase the value of a given process model. They help to interpret the outcomes of conformance checking and incorporate them by means of enhancement and repair techniques. Providing the core building blocks of conformance checking and describing its main applications, this book mainly addresses students specializing in business process management, researchers entering process mining and conformance checking for the first time, and advanced professionals whose work involves process evaluation, modelling and optimization.
Conformance Checking And Simulation Based Evolutionary Optimization For Deployment And Reconfiguration Of Software In The Cloud
DOWNLOAD
Author : Sören Frey
language : en
Publisher: BoD – Books on Demand
Release Date : 2014-01-30
Conformance Checking And Simulation Based Evolutionary Optimization For Deployment And Reconfiguration Of Software In The Cloud written by Sören Frey and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-30 with Computers categories.
Many SaaS providers nowadays want to leverage the cloud’s capabilities also for their existing applications, for example, to enable sound scalability and cost-effectiveness. This thesis provides the approach CloudMIG that supports SaaS providers to migrate those applications to IaaS and PaaS-based cloud environments. CloudMIG consists of a step-by-step process and focuses on two core components. (1) Restrictions imposed by specific cloud environments (so-called cloud environment constraints (CECs)), such as a limited file system access or forbidden method calls, can be validated by an automatic conformance checking approach. (2) A cloud deployment option (CDO) determines which cloud environment, cloud resource types, deployment architecture, and runtime reconfiguration rules for exploiting a cloud’s elasticity should be used. The implied performance and costs can differ in orders of magnitude. CDOs can be automatically optimized with the help of our simulation-based genetic algorithm CDOXplorer. Extensive lab experiments and an experiment in an industrial context show CloudMIG’s applicability and the excellent performance of its two core components.
Conformance Checking And Diagnosis In Process Mining
DOWNLOAD
Author : Jorge Munoz-Gama
language : en
Publisher: Springer
Release Date : 2016-11-22
Conformance Checking And Diagnosis In Process Mining written by Jorge Munoz-Gama and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-22 with Computers categories.
Process mining techniques can be used to discover, analyze and improve real processes, by extracting models from observed behavior. The aim of this book is conformance checking, one of the main areas of process mining. In conformance checking, existing process models are compared with actual observations of the process in order to assess their quality. Conformance checking techniques are a way to visualize the differences between assumed process represented in the model and the real process in the event log, pinpointing possible problems to address, and the business process management results that rely on these models. This book combines both application and research perspectives. It provides concrete use cases that illustrate the problems addressed by the techniques in the book, but at the same time, it contains complete conceptualization and formalization of the problem and the techniques, and through evaluations on the quality and the performance of the proposed techniques. Hence, this book brings the opportunity for business analysts willing to improve their organization processes, and also data scientists interested on the topic of process-oriented data science.
Enterprise Design Operations And Computing
DOWNLOAD
Author : José Borbinha
language : en
Publisher: Springer Nature
Release Date : 2025-02-05
Enterprise Design Operations And Computing written by José Borbinha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Business & Economics categories.
This book constitutes the refereed proceedings of the 28th International Conference on Enterprise Design, Operations, and Computing, EDOC 2024, held in Vienna, Austria, during September 10–13, 2024. The 18 full papers included in this book were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: AI, ML and Agents; BPM and WFM; Business Models, Platforms and Strategic Management; Enterprise and IT Architecture; IT and Software Architecture; Modeling Methods, Data and Component; Process Mining and Monitoring; and Sustainability and Resilience.
Business Process Management Workshops
DOWNLOAD
Author : Katarzyna Gdowska
language : en
Publisher: Springer Nature
Release Date : 2025-02-19
Business Process Management Workshops written by Katarzyna Gdowska and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-19 with Computers categories.
This book constitutes revised papers from the International Workshops held at the 22nd International Conference on Business Process Management, BPM 2024, in Krakow, Poland, during September 2024. Each of the workshops focused on particular aspects of business process management. Overall, after a thorough review process, 28 full papers and 2 short papers were selected from a total of 64 submissions. In addition, one invited paper is also included. Papers from the following workshops are included: 8th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2024) 3rd International Workshop on Data-Driven Business Process Optimization (BPO 2024) 8th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2024) 17th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2024) 3rd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2024) 2nd nternational Workshop on Object-centric Processes from A to Z (OBJECTS 2024) 2nd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2024) 1st International Workshop on Managing Process Innovation and Value Creation in the Era of Digital Transformation (Innov8BPM 2024)
Business Process Management Forum
DOWNLOAD
Author : Claudio Di Ciccio
language : en
Publisher: Springer Nature
Release Date : 2022-09-06
Business Process Management Forum written by Claudio Di Ciccio and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-06 with Computers categories.
This book constitutes the proceedings of the BPM Forum held at the 20th International Conference on Business Process Management, BPM 2022, which took place in Münster, Germany, in September 2022. The BPM Forum hosts innovative research which has a high potential of stimulating discussions. The papers selected for the forum are expected to showcase fresh ideas from exciting and emerging topics in BPM, even if they are not yet as mature as the regular papers at the conference. The 13 full papers included in this volume were carefully reviewed and selected from 98 submissions. The papers were organized in topical sections named: modeling and design; process mining; and predictive process monitoring.
Handbook On Business Process Management And Digital Transformation
DOWNLOAD
Author : Paul Grefen
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-08-06
Handbook On Business Process Management And Digital Transformation written by Paul Grefen and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-06 with Business & Economics categories.
Many organizations are currently undertaking digital transformation to improve their business processes and better achieve their goals. This Handbook provides a comprehensive overview of contemporary trends and research at the point where business process management and digital transformation meet. Presenting a multidisciplinary approach, it demonstrates the close link between these two fields through engagement with theory and practice.
Incremental Process Discovery
DOWNLOAD
Author : Daniel Schuster
language : en
Publisher: Springer Nature
Release Date : 2025-04-05
Incremental Process Discovery written by Daniel Schuster and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-05 with Computers categories.
This book constitutes the revised version of the award-winning PhD dissertation written by the author at RWTH Aachen, Germany. It presents a framework for incremental process discovery that allows users to learn and refine process models from event data iteratively. Next to process discovery and event data handling, it also contributes to conformance checking, a further fundamental process mining task. Eventually, it presents Cortado, an open-source process mining software tool that implements the algorithms and techniques proposed in an integrated and comprehensive fashion. This part also includes a case study applying Cortado and, therefore, the various contributions of this thesis in a real-life scenario. In 2024, this PhD dissertation won the “Best Process Mining PhD Dissertation Award” by the IEEE Task Force for Process Mining, granted to outstanding PhD theses in this field.
Comparing And Aligning Process Representations
DOWNLOAD
Author : Han van der Aa
language : en
Publisher: Springer
Release Date : 2018-06-26
Comparing And Aligning Process Representations written by Han van der Aa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-26 with Computers categories.
This doctoral thesis focuses on the spread of process information in organizations and, in particular, on the mitigation of the problems caused by the spread of information on a single process over numerous models, documents, and systems. Processes within organizations can be highly complex chains of inter-related steps, involving numerous stakeholders and information systems. Due to this complexity, having access to the right information is vital to the proper execution and effective management of an organization’s business processes. The main contributions of this thesis are five techniques that focus on the alignment and comparison of process information from different informational artifacts. Each of these techniques tackles a specific scenario involving multiple informational artifacts that contain process information in different representation formats.
Artifact Driven Business Process Monitoring
DOWNLOAD
Author : Giovanni Meroni
language : en
Publisher: Springer Nature
Release Date : 2019-10-23
Artifact Driven Business Process Monitoring written by Giovanni Meroni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-23 with Computers categories.
This book proposes a novel technique, named artifact-driven process monitoring, by which multi-party processes, involving non-automated activities, can be continuously and autonomously monitored. This technique exploits the Internet of Things (IoT) paradigm to make the physical objects, participating in a process, smart. Being equipped with sensors, a computing device, and a communication interface, such smart objects can then become self-aware of their own conditions and of the process they participate in, and exchange this information with the other smart objects and the involved organizations. To allow organizations to reuse preexisting process models, a method to instruct smart objects given Business Process Model and Notation (BPMN) collaboration diagrams is also presented. The work constitutes a revised version of the PhD dissertation written by the author at the PhD School of Information Engineering of Politecnico di Milano, Italy. In 2019, the PhD dissertation won the “CAiSE PhD award”, granted to outstanding PhD theses in the field of Information Systems Engineering.