Robidium: Automated synthesis of robotic process automation scripts from UI logs

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    Author
    Leno, V; Deviatykh, S; Polyvyanyy, A; La Rosa, M; Dumas, M; Maggi, FM
    Date
    2020-01-01
    Source Title
    CEUR Workshop Proceedings
    Publisher
    CEUR Workshop Proceedings
    University of Melbourne Author/s
    La Rosa, Marcello; Polyvyanyy, Artem; Leno, Volodymyr
    Affiliation
    Computing and Information Systems
    Metadata
    Show full item record
    Document Type
    Conference Paper
    Citations
    Leno, V., Deviatykh, S., Polyvyanyy, A., La Rosa, M., Dumas, M. & Maggi, F. M. (2020). Robidium: Automated synthesis of robotic process automation scripts from UI logs. Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020), 2673, pp.102-106. CEUR Workshop Proceedings.
    Access Status
    Open Access
    URI
    http://hdl.handle.net/11343/258907
    Open Access URL
    http://ceur-ws.org/Vol-2673/paperDR08.pdf
    ARC Grant code
    ARC/DP180102839
    Abstract
    This paper presents Robidium: a tool that discovers au- tomatable routine tasks from User Interactions (UI) logs and generates Robotic Process Automation (RPA) scripts to automate such routines. Unlike record-and-replay features provided by commercial RPA tools, Robidium may take as input an UI log that is not specifically recorded to capture a pre-identified task. Instead, the log may contain mixtures of automatable and non-automatable routines, interspersed with events that are not part of any routine as well as redundant or irrelevant events.

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