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Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs / by Simone Agostinelli.
Springer Nature - Springer Computer Science eBooks 2024 English International Available online
View online- Format:
- Book
- Author/Creator:
- Agostinelli, Simone.
- Series:
- Lecture Notes in Business Information Processing, 1865-1356 ; 522
- Language:
- English
- Subjects (All):
- Business--Data processing.
- Business.
- Artificial intelligence.
- Information technology--Management.
- Information technology.
- Business Informatics.
- Artificial Intelligence.
- Business Process Management.
- Local Subjects:
- Business Informatics.
- Artificial Intelligence.
- Business Process Management.
- Physical Description:
- 1 online resource (120 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
- Summary:
- This book is a revised version of the PhD dissertation written by the author at Sapienza – Università di Roma in Italy. Robotic Process Automation (RPA) is an automation technology in the field of BPM that creates software robots to automate rule-based and repetitive tasks performed by human users in their applications’ user interfaces (UIs). The research underlying this thesis is targeted to: (i) automatically understand which user actions contribute to which routines inside a UI log and (ii) automatically generate executable RPA scripts directly from the UI logs. To this end, a cross-platform software tool called smartRPA was developed, which is able to generate executable RPA scripts, and then validated on four non-functional requirements to measure the quality of the underlying approach. In 2023, the PhD dissertation won the “BPM Dissertation Award”, granted to outstanding PhD theses in the field of Business Process Management.
- Contents:
- 1) Introduction
- 2) Background
- 3) Segmentation in RPA
- 4) Segments Discovery through Frequent-Pattern Identification
- 5) Human-in-the-loop Interaction through SCAN
- 6) Routine Traces Detection through Trace Alignment
- 7) SmartRPA: Automated Generation of SW Robots
- 8) Realizing and Evaluating SmartRPA
- 9) Conclusion.
- Notes:
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Agostinelli, Simone Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs
- ISBN:
- 9783031613685
- OCLC:
- 1449647986
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