From natural language to workflows: Towards emergent intelligence in robotic process automation

T Chakraborti, Y Rizk, V Isahagian, B Aksar… - … Conference on Business …, 2022 - Springer
RPA technologies allow the automation of repeated processes through indirect or direct
instruction from the end-user. While declarative authoring techniques provide a powerful tool …

A conversational digital assistant for intelligent process automation

Y Rizk, V Isahagian, S Boag, Y Khazaeni… - … : Blockchain and Robotic …, 2020 - Springer
Robotic process automation (RPA) has emerged as the leading approach to automate tasks
in business processes. Moving away from back-end automation, RPA automated the mouse …

Reactive synthesis of software robots in RPA from user interface logs

S Agostinelli, M Lupia, A Marrella, M Mecella - Computers in Industry, 2022 - Elsevier
Abstract Robotic Process Automation (RPA) is an emerging technology in the field of
Business Process Management (BPM) that enables the automation of intensive repetitive …

Identifying candidate tasks for robotic process automation in textual process descriptions

H Leopold, H van Der Aa, HA Reijers - … 2018, Held at CAiSE 2018, Tallinn …, 2018 - Springer
The continuous digitization requires organizations to improve the automation of their
business processes. Among others, this has lead to an increased interest in Robotic Process …

Impact of robotic process automation on enterprise architectures

G Auth, C Czarnecki, F Bensberg - 2019 - dl.gi.de
The initial idea of Robotic Process Automation (RPA) is the automation of business
processes through the presentation layer of existing application systems. For this simple …

Automated robotic process automation: A self-learning approach

J Gao, SJ van Zelst, X Lu… - On the Move to Meaningful …, 2019 - Springer
Abstract Robotic Process Automation (RPA) recently gained a lot of attention, in both
industry and academia. RPA embodies a collection of tools and techniques that allow …

Why companies use RPA: A critical reflection of goals

PA François, V Borghoff, R Plattfaut… - … Conference on Business …, 2022 - Springer
Scholarly literature discusses several goals companies pursue with robotic process
automation. These goals include both instrumental and humanistic objectives, such as …

FlowMind: automatic workflow generation with LLMs

Z Zeng, W Watson, N Cho, S Rahimi… - Proceedings of the …, 2023 - dl.acm.org
The rapidly evolving field of Robotic Process Automation (RPA) has made significant strides
in automating repetitive processes, yet its effectiveness diminishes in scenarios requiring …

Resource-based adaptive robotic process automation: formal/technical paper

R Sindhgatta, AHM ter Hofstede, A Ghose - Advanced Information Systems …, 2020 - Springer
Robotic process automation is evolving from robots mimicking human workers in automating
information acquisition tasks, to robots performing human decision tasks using machine …

Research challenges for intelligent robotic process automation

S Agostinelli, A Marrella, M Mecella - … 1–6, 2019, Revised Selected Papers …, 2019 - Springer
Abstract Robotic Process Automation (RPA) is a fast-emerging automation technology in the
field of Artificial Intelligence that allows organizations to automate high volume routines …