Process analytics: concepts and techniques for querying and analyzing process data
Gespeichert in:
| Hauptverfasser: | , , , , , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schriftenreihe: | Computer science
|
| Schlagworte: | |
| Online-Zugang: | http://www.springer.com/ Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | xvi, 178 Seiten Illustrationen 23.5 cm x 15.5 cm, 0 g |
| ISBN: | 3319250361 9783319250366 |
Internformat
MARC
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| 245 | 1 | 0 | |a Process analytics |b concepts and techniques for querying and analyzing process data |c Seyed-Mehdi-Reza Beheshti, Boualem Benatallah, Sherif Sakr, Daniela Grigori, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Ahmed Gater, Seung Hwan Ryu |
| 264 | 1 | |a [Cham] |b Springer |c [2016] | |
| 300 | |a xvi, 178 Seiten |b Illustrationen |c 23.5 cm x 15.5 cm, 0 g | ||
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| 337 | |b n |2 rdamedia | ||
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| 653 | |a Query Processing | ||
| 653 | |a UN | ||
| 653 | |a BPM-Business Process Management | ||
| 653 | |a Big Data | ||
| 653 | |a JPP | ||
| 653 | |a Process Monitoring | ||
| 653 | |a Process Mining | ||
| 653 | |a Process Analytics | ||
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| 700 | 1 | |a Sakr, Sherif |d 1979- |e Verfasser |0 (DE-588)133230724 |4 aut | |
| 700 | 1 | |a Grigori, Daniela |e Verfasser |4 aut | |
| 700 | 1 | |a Motahari-Nezhad, Hamid Reza |e Verfasser |0 (DE-588)1076378013 |4 aut | |
| 700 | 1 | |a Barukh, Moshe Chai |e Verfasser |4 aut | |
| 700 | 1 | |a Gater, Ahmed |e Verfasser |4 aut | |
| 700 | 1 | |a Ryu, Seung-Hwan |e Verfasser |4 aut | |
| 710 | 2 | |a Springer International Publishing |0 (DE-588)1064344704 |4 pbl | |
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Datensatz im Suchindex
| DE-BY-862_location | 2000 |
|---|---|
| DE-BY-FWS_call_number | 2000/ST 530 B419 |
| DE-BY-FWS_katkey | 627897 |
| DE-BY-FWS_media_number | 083000515964 |
| _version_ | 1806527639574282240 |
| adam_text |
Contents
1 Introduction. 1
1.1 The Modem Enterprises and the Need for Process Analytics. 1
1.2 Business Processes: An Overview . 3
1.2.1 Business Processes in Modem Enterprises. 7
1.3 Process Analytics. 11
1.3.1 Capturing Process Data. 11
1.3.2 Organizing Process Data. 13
1.3.3 Process Space. 14
1.3.4 Business Process Analytics. 15
1.4 Goals, Structure, and Organization. 17
2 Business Process Paradigms. 19
2.1 Introduction . 19
2.2 Dimensions for Characterizing Processes. 21
2.2.1 Process Paradigms. 21
2.2.2 Process Representation Models/Languages. 23
2.2.3 Process Implementation Technologies. 23
2.3 Process Implementation Technologies. 24
2.3.1 Workflow Engines. 24
2.3.2 Rule Engines. 25
2.3.3 Program Coded. 31
2.4 Process Paradigms: A Survey of Frameworks and Tools . 33
2.4.1 Structured Processes. 33
2.4.2 Unstructured (Ad Hoc) Processes. 48
2.4.3 Case-Management (Semi-structured) Processes. 56
2.5 Conclusions and Future Directions. 59
3 Process Matching Techniques . 61
3.1 Introduction . 61
3.1.1 Application Domains. 62
3.1.2 Similarity Metrics Used When Comparing
Process Models. 64
XI
Contents
xii
3.2 Schema Matching. 66
3.2.1 Individual Matcher Approaches. 67
3.2.2 Multi-matcher Matching Approaches. 67
3.3 Interface Matching. 68
3.3.1 Matching Operations. 69
3.3.2 Matching QoS Factors. 71
3.4 Protocol Matching . 73
3.5 Process Matching. 76
3.5.1 Abstract Models for Process Model Descriptions. 78
3.5.2 Matching Process Activities. 80
3.5.3 Structural Matching. 82
3.5.4 Behavioral Matching. 85
3.6 Discussion and Concluding Remarks. 87
4 Model-Based Business Process Query Techniques and Languages. 91
4.1 Querying Repositories of Business Process Models. 92
4.1.1 BPMN-Q. 93
4.1.2 BP-QL. 96
4.1.3 BeehiveZ. 97
4.1.4 APQL. 98
4.2 Querying Business Process Execution. 99
4.2.1 BP-Mon. 99
4.2.2 BP-SPARQL. 101
4.3 Business Process Compliance. 101
5 Business Process Data Analysis. 107
5.1 Warehousing Business Process Data. 108
5.1.1 Data Services. 109
5.1.2 DataSpaces. 110
5.2 Supporting Big Data Analytics over Process Execution Data. 113
5.2.1 Online Analytical Processing . 115
5.2.2 Trend, What-If, and Advanced Analysis. 116
5.3 Business Data Analytics and Process Spaces. 118
5.3.1 Process Space. 119
5.3.2 Logical Components of Process Spaces. 121
5.3.3 Process Space Management System. 123
5.4 Process Mining. 127
5.5 Analyzing Crosscutting Aspects in Processes’ Data. 131
5.6 Provenance and Evolution of Business Artifacts. 132
6 Tools, Use Cases, and Discussions. 135
6.1 Observations. 135
6.2 Open-Source and Commercial Tools for Process Analytics. 137
6.2.1 BPM in the Cloud. 138
6.2.2 Business Process Analytics: Practical Use Case Scenario
142
Contents
xiii
63 Discussion and Future Directions. 144
63.1 Big Data Analytics for Process Data. 144
63.2 Analyzing Big Process Data Problem. 146
633 Crowdsourcing and Social BPM. 148
63.4 Process Data Management in the Cloud. 149
References. 151
Index. 177 |
| any_adam_object | 1 |
| author | Beheshti, Seyed-Mehdi-Reza Benatallah, Boualem 1966- Sakr, Sherif 1979- Grigori, Daniela Motahari-Nezhad, Hamid Reza Barukh, Moshe Chai Gater, Ahmed Ryu, Seung-Hwan |
| author_GND | (DE-588)125827040 (DE-588)133230724 (DE-588)1076378013 |
| author_facet | Beheshti, Seyed-Mehdi-Reza Benatallah, Boualem 1966- Sakr, Sherif 1979- Grigori, Daniela Motahari-Nezhad, Hamid Reza Barukh, Moshe Chai Gater, Ahmed Ryu, Seung-Hwan |
| author_role | aut aut aut aut aut aut aut aut |
| author_sort | Beheshti, Seyed-Mehdi-Reza |
| author_variant | s m b smb b b bb s s ss d g dg h r m n hrm hrmn m c b mc mcb a g ag s h r shr |
| building | Verbundindex |
| bvnumber | BV043398588 |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Wirtschaftswissenschaften |
| format | Book |
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| indexdate | 2024-08-05T08:23:31Z |
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| language | English |
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| oclc_num | 958160117 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-1050 DE-703 DE-384 DE-862 DE-BY-FWS DE-N2 |
| owner_facet | DE-355 DE-BY-UBR DE-1050 DE-703 DE-384 DE-862 DE-BY-FWS DE-N2 |
| physical | xvi, 178 Seiten Illustrationen 23.5 cm x 15.5 cm, 0 g |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer |
| record_format | marc |
| series2 | Computer science |
| spellingShingle | Beheshti, Seyed-Mehdi-Reza Benatallah, Boualem 1966- Sakr, Sherif 1979- Grigori, Daniela Motahari-Nezhad, Hamid Reza Barukh, Moshe Chai Gater, Ahmed Ryu, Seung-Hwan Process analytics concepts and techniques for querying and analyzing process data Datenbankverwaltung (DE-588)4389357-0 gnd Unternehmensverwaltung (DE-588)4078619-5 gnd Prozessmanagement (DE-588)4353072-2 gnd Betriebsanalyse (DE-588)4006164-4 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Prozessanalyse Prozessmanagement (DE-588)4496282-4 gnd |
| subject_GND | (DE-588)4389357-0 (DE-588)4078619-5 (DE-588)4353072-2 (DE-588)4006164-4 (DE-588)4428654-5 (DE-588)4026894-9 (DE-588)4496282-4 |
| title | Process analytics concepts and techniques for querying and analyzing process data |
| title_auth | Process analytics concepts and techniques for querying and analyzing process data |
| title_exact_search | Process analytics concepts and techniques for querying and analyzing process data |
| title_full | Process analytics concepts and techniques for querying and analyzing process data Seyed-Mehdi-Reza Beheshti, Boualem Benatallah, Sherif Sakr, Daniela Grigori, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Ahmed Gater, Seung Hwan Ryu |
| title_fullStr | Process analytics concepts and techniques for querying and analyzing process data Seyed-Mehdi-Reza Beheshti, Boualem Benatallah, Sherif Sakr, Daniela Grigori, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Ahmed Gater, Seung Hwan Ryu |
| title_full_unstemmed | Process analytics concepts and techniques for querying and analyzing process data Seyed-Mehdi-Reza Beheshti, Boualem Benatallah, Sherif Sakr, Daniela Grigori, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Ahmed Gater, Seung Hwan Ryu |
| title_short | Process analytics |
| title_sort | process analytics concepts and techniques for querying and analyzing process data |
| title_sub | concepts and techniques for querying and analyzing process data |
| topic | Datenbankverwaltung (DE-588)4389357-0 gnd Unternehmensverwaltung (DE-588)4078619-5 gnd Prozessmanagement (DE-588)4353072-2 gnd Betriebsanalyse (DE-588)4006164-4 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Prozessanalyse Prozessmanagement (DE-588)4496282-4 gnd |
| topic_facet | Datenbankverwaltung Unternehmensverwaltung Prozessmanagement Betriebsanalyse Data Mining Informatik Prozessanalyse Prozessmanagement |
| url | http://www.springer.com/ http://deposit.dnb.de/cgi-bin/dokserv?id=d10c2438ea654feeb8fc485b0fe99bd1&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028817157&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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Beschreibung
THWS Schweinfurt Zentralbibliothek Lesesaal
| Signatur: |
2000 ST 530 B419 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |