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Author: Hugo Santiago Aguirre Mayorga
Publisher: Editorial Pontificia Universidad Javeriana
ISBN: 9587810236
Category : Computers
Languages : es
Pages : 149
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Book Description
Este libro es una propuesta metodológica, sistemática y generalizada en la cual se especifican los pasos que se deben seguir para la aplicación de la minería de procesos, desde la planeación de un proyecto hasta la implantación de sus alternativas de mejora.
Author: Hugo Santiago Aguirre Mayorga
Publisher: Editorial Pontificia Universidad Javeriana
ISBN: 9587810236
Category : Computers
Languages : es
Pages : 149
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Book Description
Este libro es una propuesta metodológica, sistemática y generalizada en la cual se especifican los pasos que se deben seguir para la aplicación de la minería de procesos, desde la planeación de un proyecto hasta la implantación de sus alternativas de mejora.
Author: Arturo García
Publisher:
ISBN:
Category :
Languages : es
Pages : 14
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Book Description
Spanish abstract: La mine ...
Author: Lars Reinkemeyer
Publisher: Springer Nature
ISBN: 3030401723
Category : Computers
Languages : en
Pages : 207
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Book Description
This book describes process mining use cases and business impact along the value chain, from corporate to local applications, representing the state of the art in domain know-how. Providing a set of industrial case studies and best practices, it complements academic publications on the topic. Further the book reveals the challenges and failures in order to offer readers practical insights and guidance on how to avoid the pitfalls and ensure successful operational deployment. The book is divided into three parts: Part I provides an introduction to the topic from fundamental principles to key success factors, and an overview of operational use cases. As a holistic description of process mining in a business environment, this part is particularly useful for readers not yet familiar with the topic. Part II presents detailed use cases written by contributors from a variety of functions and industries. Lastly, Part III provides a brief overview of the future of process mining, both from academic and operational perspectives. Based on a solid academic foundation, process mining has received increasing interest from operational businesses, with many companies already reaping the benefits. As the first book to present an overview of successful industrial applications, it is of particular interest to professionals who want to learn more about the possibilities and opportunities this new technology offers. It is also a valuable resource for researchers looking for empirical results when considering requirements for enhancements and further developments.
Author: Wil M. P. van der Aalst
Publisher: Springer Nature
ISBN: 3031088484
Category : Business & Economics
Languages : en
Pages : 503
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Book Description
This is an open access book. This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in Aachen, Germany, during July 4-8, 2022. This volume contains 17 chapters organized into the following topical sections: Introduction; process discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing.
Author: Andrea Burattin
Publisher: Springer
ISBN: 3319174827
Category : Computers
Languages : en
Pages : 219
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Book Description
After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining." The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.
Author: Wil M. P. van der Aalst
Publisher: Springer
ISBN: 3662498510
Category : Computers
Languages : en
Pages : 477
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Book Description
This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Author: Diogo R. Ferreira
Publisher: Springer Nature
ISBN: 3030418197
Category : Business & Economics
Languages : en
Pages : 96
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Book Description
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. In this second edition the code snippets have been updated to Python 3, and some smaller errors have been corrected. The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed.
Author: Vaishali Pawar
Publisher: Springer Nature
ISBN: 3658414537
Category : Business & Economics
Languages : en
Pages : 116
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Book Description
In today’s highly competitive world where digitalization has become need of the hour, companies struggle to carry out digital transformation in the most efficient manner. Process mining is one of the techniques which enable proficient digital transformation and is gaining importance. Companies aspiring to implement process mining and profit from its benefits lack a step-by-step guide covering holistic view to judge the feasibility of process mining within their organization. Therefore, this book focuses on preparing a business case template covering an integrated holistic concept specific to process mining. The aim is to evaluate a feasibility check for organizations that are willing to implement process mining in procurement process. The business case focusses on three aspects: how to execute technical feasibility check, data quality analysis and a financial case. The author discovered that it was extremely vital to carry out process mining readiness check before taking decision to implement it, to enable organized decision and avoid financial losses resulting from failed implementation. Thus, the business case blueprint will provide companies a step-by-step guide to prepare organizations and explore the limitless potential of process mining as a tool. This could be seen as a stepping-stone towards achieving a resourceful and effective digital transformation to prepare for the future.
Author: Sander J. J. Leemans
Publisher: Springer Nature
ISBN: 3030966550
Category : Business & Economics
Languages : en
Pages : 467
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Book Description
This book presents techniques for process discovery, conformance checking and enhancement. For process discovery, it introduces the Inductive Miner framework: a recursive skeleton for discovery techniques that in itself provides several guarantees. The framework is instantiated in several concrete discovery techniques, each of which targets a specific challenge of process discovery, such as incompleteness of information or noisy behavior. For conformance checking, it introduces the Projected Conformance Checking framework, which focuses on speed, but nevertheless provides several guarantees, such as that for certain classes of models, it can decide language equivalence. For enhancement, it introduces the Inductive visual Miner, a well-polished end-user focused tool that includes process discovery, conformance checking and that can visualize performance on a discovered model, all without any user input.
Author: Lars Reinkemeyer
Publisher: Springer Nature
ISBN: 3031613430
Category : Electronic books
Languages : en
Pages : 251
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Book Description
