03479nam 22005775 450 991037781960332120200703165205.03-030-41819-710.1007/978-3-030-41819-9(CKB)4100000010480340(MiAaPQ)EBC6126698(DE-He213)978-3-030-41819-9(PPN)242980120(EXLCZ)99410000001048034020200227d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierA Primer on Process Mining Practical Skills with Python and Graphviz /by Diogo R. Ferreira2nd ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (x, 96 pages) illustrationsSpringerBriefs in Information Systems,2192-49293-030-41818-9 Includes bibliographical references.Event Logs -- Control-Flow Perspective -- Organizational Perspective -- Performance Perspective -- Process Mining in Practice.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.SpringerBriefs in Information Systems,2192-4929Management information systemsIndustrial managementApplication softwareBusiness Process Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/522020Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Computer Appl. in Administrative Data Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/I2301XManagement information systems.Industrial management.Application software.Business Process Management.Information Systems Applications (incl. Internet).Computer Appl. in Administrative Data Processing.658.054Ferreira Diogo Rauthttp://id.loc.gov/vocabulary/relators/aut941418MiAaPQMiAaPQMiAaPQBOOK9910377819603321A Primer on Process Mining2123450UNINA