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Process Mining Discovery, Conformance and Enhancement of Business Processes /
More and more information about business processes is recorded by information systems in the form of so-called "event logs". Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on pro...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-642-19345-3 | ||
| 003 | DE-He213 | ||
| 005 | 20220116214111.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 110404s2011 gw | s |||| 0|eng d | ||
| 020 | |a 9783642193453 |9 978-3-642-19345-3 | ||
| 024 | 7 | |a 10.1007/978-3-642-19345-3 |2 doi | |
| 050 | 4 | |a QA76.76.A65 | |
| 072 | 7 | |a UB |2 bicssc | |
| 072 | 7 | |a COM032000 |2 bisacsh | |
| 072 | 7 | |a UX |2 thema | |
| 082 | 0 | 4 | |a 005.3 |2 23 |
| 100 | 1 | |a van der Aalst, Wil M. P. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Process Mining |h [electronic resource] : |b Discovery, Conformance and Enhancement of Business Processes / |c by Wil M. P. van der Aalst. |
| 250 | |a 1st ed. 2011. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2011. | |
| 300 | |a XVI, 352 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Introduction -- Process Modeling and Analysis -- Data Mining -- Getting the Data -- Process Discovery: An Introduction -- Advanced Process Discovery Techniques -- Conformance Checking -- Mining Additional Perspectives -- Operational Support -- Tool Support -- Analyzing "Lasagna Processes" -- Analyzing "Spaghetti Processes" -- Cartography and Navigation -- Epilogue.-. | |
| 520 | |a More and more information about business processes is recorded by information systems in the form of so-called "event logs". Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only allows organizations to fully benefit from the information stored in their systems, but it can also be used to check the conformance of processes, detect bottlenecks, and predict execution problems. Wil van der Aalst delivers the first book on process mining. It aims to be self-contained while covering the entire process mining spectrum from process discovery to operational support. In Part I, the author provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Part II focuses on process discovery as the most important process mining task. Part III moves beyond discovering the control flow of processes and highlights conformance checking, and organizational and time perspectives. Part IV guides the reader in successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM. Finally, Part V 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. | ||
| 650 | 0 | |a Application software. | |
| 650 | 0 | |a Information storage and retrieval systems. | |
| 650 | 0 | |a Business information services. | |
| 650 | 0 | |a Software engineering. | |
| 650 | 0 | |a Computer science. | |
| 650 | 0 | |a Information technology-Management. | |
| 650 | 1 | 4 | |a Computer and Information Systems Applications. |
| 650 | 2 | 4 | |a Information Storage and Retrieval. |
| 650 | 2 | 4 | |a IT in Business. |
| 650 | 2 | 4 | |a Software Engineering. |
| 650 | 2 | 4 | |a Computer Science Logic and Foundations of Programming. |
| 650 | 2 | 4 | |a Computer Application in Administrative Data Processing. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642193446 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642434952 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642193460 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-642-19345-3 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||