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Record Nr. |
UNINA9910874673803321 |
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Autore |
Agostinelli Simone |
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Titolo |
Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs / / by Simone Agostinelli |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
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ISBN |
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9783031613685 |
9783031613678 |
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Edizione |
[1st ed. 2024.] |
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Descrizione fisica |
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1 online resource (120 pages) |
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Collana |
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Lecture Notes in Business Information Processing, , 1865-1356 ; ; 522 |
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Disciplina |
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Soggetti |
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Business - Data processing |
Artificial intelligence |
Information technology - Management |
Business Informatics |
Artificial Intelligence |
Business Process Management |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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