Generating executable robotic process automation scripts from unsegmented user interface logs:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2024]
|
| Schriftenreihe: | Lecture notes in business information processing
522 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XX, 109 Seiten Illustrationen |
| ISBN: | 9783031613678 |
Internformat
MARC
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| 245 | 1 | 0 | |a Generating executable robotic process automation scripts from unsegmented user interface logs |c Simone Agostinelli |
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| 650 | 4 | |a Artificial Intelligence | |
| 650 | 4 | |a Business Process Management | |
| 650 | 4 | |a Business / Data processing | |
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Information technology / Management | |
| 650 | 0 | 7 | |a Prozessautomation |0 (DE-588)4176053-0 |2 gnd |9 rswk-swf |
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Datensatz im Suchindex
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Contents Parti Prerequisites 1 Introduction. 3 2 Background. 2.1 Business Process Management . 2.2 Robotic Process Automation. 2.3 Process Mining. 2.4 Routines and SW Robots. 2.5 RPA in the Spectrum of BPM. 2.6 An RPA Use Case. 2.7 Interaction Models as Petri Nets. 2.8 User Interface Logs. 2.9 Alignment between UI Logs and Interaction Models as Petri Nets . 2.10 The declare Modeling Language. 11 11 14 15 16 17 20 22 25 27 28 Part II Automated Segmentation of UI Logs 3 Segmentation in RPA. 3.1 The Segmentation Issue. 3.2 Identifying the Segmentation Variants. 3.3 State of the Art
. 4 Segments Discovery through Frequent-Pattern Identification. 45 4.1 Frequent-Pattern Identification . 46 4.2 Assessing the Robustness of the Segments Discovery Stage. 48 5 Human-in-the-loop Interaction through SCAN. 5.1 Leveraging the human-in-the-loop . 5.2 Evaluating the Effectiveness of SCAN. 5.3 Assessing the Robustness of SCAN . 5.4 Quantifying the Usability of the UI of SCAN. 33 33 35 40 51 51 53 55 56
Contents xviii 6 Routine Traces Detection through Trace Alignment. 59 6.1 The General Approach and the Routine Traces Detection Algorithm 59 6.2 An Execution Instance of the Routine Traces Detection Algorithm. 62 Part Ш Automated Generation of SW Robots 7 Defining and Designing SmartRPA. 7.1 Research Methodology. 7.2 Related Work Analysis and Requirements Specification. 7.3 Design of the SmartRPA Approach. 7.4 Automated Detection of Variation Points of a Routine. 67 68 69 72 74 8 Realizing and Evaluating SmartRPA. 8.1 Architecture and Development of SmartRPA. 8.2 Assessing the Robustness and Feasibility of the Algorithm for the Automated Detection of Variation Points. 89 8.3 Evaluating the Effectivenessof SmartRPA. 8.4 Quantifying the Usability of the UIof SmartRPA. 8.5 Threats to Validity. 8.6 SmartRPA Advancements . 81 81 92 94 95 96 Part IV Conclusion 9 Limitations, Future Works and Impact. 101 9.1 Overview on the Issue of Automated
Segmentation of UI Logs . 102 9.2 Overview on the Automated Generation of SW Robots.103 9.3 Final Considerations. 104 References. 105 |
| any_adam_object | 1 |
| author | Agostinelli, Simone ca. 20./21. Jh |
| author_GND | (DE-588)1340208733 |
| author_facet | Agostinelli, Simone ca. 20./21. Jh |
| author_role | aut |
| author_sort | Agostinelli, Simone ca. 20./21. Jh |
| author_variant | s a sa |
| building | Verbundindex |
| bvnumber | BV049833880 |
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| ctrlnum | (OCoLC)1454754277 (DE-599)BVBBV049833880 |
| dewey-full | 650.0285 658.05 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 650 - Management and auxiliary services 658 - General management |
| dewey-raw | 650.0285 658.05 |
| dewey-search | 650.0285 658.05 |
| dewey-sort | 3650.0285 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Informatik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2025-01-07T05:00:12Z |
| institution | BVB |
| isbn | 9783031613678 |
| language | English |
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| publishDate | 2024 |
| publishDateSearch | 2024 |
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| publisher | Springer |
| record_format | marc |
| series | Lecture notes in business information processing |
| series2 | Lecture notes in business information processing |
| spelling | Agostinelli, Simone ca. 20./21. Jh. Verfasser (DE-588)1340208733 aut Generating executable robotic process automation scripts from unsegmented user interface logs Simone Agostinelli Cham Springer [2024] XX, 109 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 522 Business Informatics Artificial Intelligence Business Process Management Business / Data processing Artificial intelligence Information technology / Management Prozessautomation (DE-588)4176053-0 gnd rswk-swf Robotik (DE-588)4261462-4 gnd rswk-swf Prozessautomation (DE-588)4176053-0 s Robotik (DE-588)4261462-4 s DE-604 Erscheint auch als Druck-Ausgabe 978-3-031-61369-2 Erscheint auch als Online-Ausgabe 978-3-031-61368-5 Lecture notes in business information processing 522 (DE-604)BV023204387 522 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035173805&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Agostinelli, Simone ca. 20./21. Jh Generating executable robotic process automation scripts from unsegmented user interface logs Lecture notes in business information processing Business Informatics Artificial Intelligence Business Process Management Business / Data processing Artificial intelligence Information technology / Management Prozessautomation (DE-588)4176053-0 gnd Robotik (DE-588)4261462-4 gnd |
| subject_GND | (DE-588)4176053-0 (DE-588)4261462-4 |
| title | Generating executable robotic process automation scripts from unsegmented user interface logs |
| title_auth | Generating executable robotic process automation scripts from unsegmented user interface logs |
| title_exact_search | Generating executable robotic process automation scripts from unsegmented user interface logs |
| title_full | Generating executable robotic process automation scripts from unsegmented user interface logs Simone Agostinelli |
| title_fullStr | Generating executable robotic process automation scripts from unsegmented user interface logs Simone Agostinelli |
| title_full_unstemmed | Generating executable robotic process automation scripts from unsegmented user interface logs Simone Agostinelli |
| title_short | Generating executable robotic process automation scripts from unsegmented user interface logs |
| title_sort | generating executable robotic process automation scripts from unsegmented user interface logs |
| topic | Business Informatics Artificial Intelligence Business Process Management Business / Data processing Artificial intelligence Information technology / Management Prozessautomation (DE-588)4176053-0 gnd Robotik (DE-588)4261462-4 gnd |
| topic_facet | Business Informatics Artificial Intelligence Business Process Management Business / Data processing Artificial intelligence Information technology / Management Prozessautomation Robotik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035173805&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV023204387 |
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