000 | 03806nam a22005295i 4500 | ||
---|---|---|---|
001 | 978-3-642-19345-3 | ||
003 | DE-He213 | ||
005 | 20140220083755.0 | ||
007 | cr nn 008mamaa | ||
008 | 110404s2011 gw | s |||| 0|eng d | ||
020 |
_a9783642193453 _9978-3-642-19345-3 |
||
024 | 7 |
_a10.1007/978-3-642-19345-3 _2doi |
|
050 | 4 | _aQA76.76.A65 | |
072 | 7 |
_aUNH _2bicssc |
|
072 | 7 |
_aUDBD _2bicssc |
|
072 | 7 |
_aCOM032000 _2bisacsh |
|
082 | 0 | 4 |
_a005.7 _223 |
100 | 1 |
_avan der Aalst, Wil M. P. _eauthor. |
|
245 | 1 | 0 |
_aProcess Mining _h[electronic resource] : _bDiscovery, Conformance and Enhancement of Business Processes / _cby Wil M. P. van der Aalst. |
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2011. |
|
300 |
_aXVI, 352p. 184 illus., 6 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
505 | 0 | _aIntroduction -- 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 | _aMore 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 | _aComputer science. | |
650 | 0 | _aSoftware engineering. | |
650 | 0 | _aLogic design. | |
650 | 0 | _aInformation storage and retrieval systems. | |
650 | 0 | _aInformation systems. | |
650 | 0 | _aManagement information systems. | |
650 | 1 | 4 | _aComputer Science. |
650 | 2 | 4 | _aInformation Systems Applications (incl.Internet). |
650 | 2 | 4 | _aInformation Storage and Retrieval. |
650 | 2 | 4 | _aBusiness Information Systems. |
650 | 2 | 4 | _aSoftware Engineering. |
650 | 2 | 4 | _aLogics and Meanings of Programs. |
650 | 2 | 4 | _aComputer Appl. in Administrative Data Processing. |
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783642193446 |
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-642-19345-3 |
912 | _aZDB-2-SCS | ||
999 |
_c107525 _d107525 |