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Process Mining
58,64 € *
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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.

Anbieter: Dodax
Stand: 23.01.2020
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Process Mining Techniques in Business Environments
50,42 € *
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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.

Anbieter: Dodax
Stand: 23.01.2020
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Process Mining
49,90 € *
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Steigende Energiepreise sowie ein verstärktes gesellschaftliches Interesse führen zu einem ökologischen Umdenken in Unternehmen. Dabei rücken moderne Informations- und Kommunikationssysteme immer mehr in den Vordergrund, um den nachhaltigen Umgang mit Energie zu fördern. Besonders energetische intensive sowie komplexe Prozesse benötigen eine gesonderte Betrachtung in ihrer Analyse. Herkömmliche Data Mining Methoden sowie klassische Prozessanalyseansätze stoßen dabei an ihre Grenzen. Die Arbeit beleuchtet dabei, wie Energiekennzahlen im Rahmen des Process Mining ausgewertet werden können sowie die energetische Güte des Prozesses bewertet werden kann.

Anbieter: Dodax
Stand: 23.01.2020
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Process Mining
51,30 € *
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Steigende Energiepreise sowie ein verstärktes gesellschaftliches Interesse führen zu einem ökologischen Umdenken in Unternehmen. Dabei rücken moderne Informations- und Kommunikationssysteme immer mehr in den Vordergrund, um den nachhaltigen Umgang mit Energie zu fördern. Besonders energetische intensive sowie komplexe Prozesse benötigen eine gesonderte Betrachtung in ihrer Analyse. Herkömmliche Data Mining Methoden sowie klassische Prozessanalyseansätze stoßen dabei an ihre Grenzen. Die Arbeit beleuchtet dabei, wie Energiekennzahlen im Rahmen des Process Mining ausgewertet werden können sowie die energetische Güte des Prozesses bewertet werden kann.

Anbieter: Dodax AT
Stand: 23.01.2020
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Process Mining Techniques in Business Environments
50,70 € *
ggf. zzgl. Versand

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.

Anbieter: Dodax AT
Stand: 23.01.2020
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A Primer on Process Mining
53,98 € *
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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. 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.

Anbieter: Dodax
Stand: 23.01.2020
Zum Angebot
A Primer on Process Mining
53,98 € *
ggf. zzgl. Versand

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. 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.

Anbieter: Dodax AT
Stand: 23.01.2020
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Process Mining Ansätze und Algorithmen
37,00 € *
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Viele Prozessmodelle werden heute durch viele Informationssysteme dargestellt. Process Mining Methoden sind in der Lage aus dem extrahierten Wissen der Logdaten ein Modell auf tatsächlichen Ereignisdaten zu repräsentieren. Die wissenschaftliche Arbeit untersucht die Methoden von Process Mining auf ihre zugrundeliegende Technik und die Abhandlung mit den Herausforderungen, die sich auf Basis der Verlaufsdaten für die Methoden ergeben.

Anbieter: Dodax AT
Stand: 23.01.2020
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Process Mining Ansätze und Algorithmen
35,90 € *
ggf. zzgl. Versand

Viele Prozessmodelle werden heute durch viele Informationssysteme dargestellt. Process Mining Methoden sind in der Lage aus dem extrahierten Wissen der Logdaten ein Modell auf tatsächlichen Ereignisdaten zu repräsentieren. Die wissenschaftliche Arbeit untersucht die Methoden von Process Mining auf ihre zugrundeliegende Technik und die Abhandlung mit den Herausforderungen, die sich auf Basis der Verlaufsdaten für die Methoden ergeben.

Anbieter: Dodax
Stand: 23.01.2020
Zum Angebot