Location
Online
Event Website
https://hicss.hawaii.edu/
Start Date
3-1-2023 12:00 AM
End Date
7-1-2023 12:00 AM
Description
To make Robotic Process Automation more attractive, it needs to become more ``intelligent''. In this context, a modification of the Form-to-Rule approach, based on identifying data types of form fields, is proposed. Moreover, multi-domain named entity recognition is used, for field value identification. These techniques, used jointly, allow software robots to adapt to interface changes. Experimental results are reported and verify viability of the proposed approach.
Recommended Citation
Ganzha, Maria; Denisiuk, Aleksander; Sowiński, Piotr; Wasielewska-Michniewska, Katarzyna; and Paprzycki, Marcin, "Multi-Domain Named Entity Recognition for Robotic Process Automation" (2023). Hawaii International Conference on System Sciences 2023 (HICSS-56). 4.
https://aisel.aisnet.org/hicss-56/da/data_text_web_mining/4
Multi-Domain Named Entity Recognition for Robotic Process Automation
Online
To make Robotic Process Automation more attractive, it needs to become more ``intelligent''. In this context, a modification of the Form-to-Rule approach, based on identifying data types of form fields, is proposed. Moreover, multi-domain named entity recognition is used, for field value identification. These techniques, used jointly, allow software robots to adapt to interface changes. Experimental results are reported and verify viability of the proposed approach.
https://aisel.aisnet.org/hicss-56/da/data_text_web_mining/4