The Resource A Primer on Process Mining : Practical Skills with Python and Graphviz, by Diogo R. Ferreira, (electronic resource)

A Primer on Process Mining : Practical Skills with Python and Graphviz, by Diogo R. Ferreira, (electronic resource)

Label
A Primer on Process Mining : Practical Skills with Python and Graphviz
Title
A Primer on Process Mining
Title remainder
Practical Skills with Python and Graphviz
Statement of responsibility
by Diogo R. Ferreira
Creator
Author
Author
Subject
Language
eng
Summary
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
Member of
http://library.link/vocab/creatorName
Ferreira, Diogo R
Dewey number
658.4038
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
1uF0R-UnHdM
Image bit depth
0
LC call number
HD30.2
Literary form
non fiction
Nature of contents
dictionaries
Series statement
SpringerBriefs in Information Systems,
http://library.link/vocab/subjectName
  • Management information systems
  • Information systems
  • Business Process Management
  • Information Systems Applications (incl. Internet)
  • Computer Appl. in Administrative Data Processing
Label
A Primer on Process Mining : Practical Skills with Python and Graphviz, by Diogo R. Ferreira, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Event Logs -- Control-Flow Perspective -- Organizational Perspective -- Performance perspective -- Process Mining in Practice
Dimensions
unknown
Extent
1 online resource (VIII, 96 p. 37 illus., 15 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319564272
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-56427-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000001410453
  • (DE-He213)978-3-319-56427-2
  • (MiAaPQ)EBC4882125
  • (EXLCZ)993710000001410453
Label
A Primer on Process Mining : Practical Skills with Python and Graphviz, by Diogo R. Ferreira, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Event Logs -- Control-Flow Perspective -- Organizational Perspective -- Performance perspective -- Process Mining in Practice
Dimensions
unknown
Extent
1 online resource (VIII, 96 p. 37 illus., 15 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319564272
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-56427-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000001410453
  • (DE-He213)978-3-319-56427-2
  • (MiAaPQ)EBC4882125
  • (EXLCZ)993710000001410453

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