03402nam 22005775 450 991087467380332120240916220314.09783031613685(electronic bk.)978303161367810.1007/978-3-031-61368-5(MiAaPQ)EBC31539149(Au-PeEL)EBL31539149(CKB)33101343900041(DE-He213)978-3-031-61368-5(EXLCZ)993310134390004120240721d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierGenerating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs /by Simone Agostinelli1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (120 pages)Lecture Notes in Business Information Processing,1865-1356 ;522Print version: Agostinelli, Simone Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs Cham : Springer,c2024 9783031613678 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.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.Lecture Notes in Business Information Processing,1865-1356 ;522BusinessData processingArtificial intelligenceInformation technologyManagementBusiness InformaticsArtificial IntelligenceBusiness Process ManagementBusinessData processing.Artificial intelligence.Information technologyManagement.Business Informatics.Artificial Intelligence.Business Process Management.650.0285658.05Agostinelli Simone1749182MiAaPQMiAaPQMiAaPQ9910874673803321Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs4183229UNINA