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Robotic Process Automation (RPA) is a technology to automate routine work such as copying data across applications or filling in document templates using data from multiple applications. RPA tools allow organizations to automate a wide…

Robotic Process Automation (RPA) is a technology for automating repetitive routines consisting of sequences of user interactions with one or more applications. In order to fully exploit the opportunities opened by RPA, companies need to…

人工智能 · 计算机科学 2020-01-07 Volodymyr Leno , Marlon Dumas , Marcello La Rosa , Fabrizio Maria Maggi , Artem Polyvyanyy

Robotic Process Automation (RPA) is a fast-emerging automation technology that sits between the fields of Business Process Management (BPM) and Artificial Intelligence (AI), and allows organizations to automate high volume routines. RPA…

人工智能 · 计算机科学 2020-01-06 Simone Agostinelli , Andrea Marrella , Massimo Mecella

Robotic process automation (RPA) is a technology for centralized automation of business processes. RPA automates user interaction with graphical user interfaces, whereby it promises efficiency gains and a reduction of human negligence…

软件工程 · 计算机科学 2020-09-10 Christian Wellmann , Matthias Stierle , Sebastian Dunzer , Martin Matzner

Process mining (PM) aims to construct, from event logs, process maps that can help discover, automate, improve, and monitor organizational processes. Robotic process automation (RPA) uses software robots to perform some tasks usually…

软件工程 · 计算机科学 2023-09-26 Najah Mary El-Gharib , Daniel Amyot

Robotic Process Mining focuses on the identification of the routine types performed by human resources through a User Interface. The ultimate goal is to discover routine-type models to enable robotic process automation. The discovery of…

机器人学 · 计算机科学 2025-10-14 Massimiliano de Leoni , Faizan Ahmed Khan , Simone Agostinelli

Robotic Process Automation (RPA) has emerged as a game-changing technology in data extraction, revolutionizing the way organizations process and analyze large volumes of documents such as invoices, purchase orders, and payment advices. This…

Robotic process automation (RPA) is a lightweight approach to automating business processes using software robots that emulate user actions at the graphical user interface level. While RPA has gained popularity for its cost-effective and…

人工智能 · 计算机科学 2025-09-22 Lukas Laakmann , Seyyid A. Ciftci , Christian Janiesch

RPA (Robotic Process Automation) helps automate repetitive tasks performed by users, often across different software solutions. Regardless of the RPA tool chosen, the key problem in automation is analyzing the steps of these tasks. This is…

Robotic Process Automation (RPA) is the automation of rule-based routine processes to increase efficiency and to reduce costs. Due to the utmost importance of process automation in industry, RPA attracts increasing attention in the…

机器人学 · 计算机科学 2020-12-23 Judith Wewerka , Manfred Reichert

User interaction (UI) logs are high-resolution event logs that record low-level activities performed by a user during the execution of a task in an information system. Each event in a UI log corresponds to a single interaction between the…

人工智能 · 计算机科学 2022-07-26 Luka Abb , Jana-Rebecca Rehse

The growing volume of unstructured data within organizations poses significant challenges for data analysis and process automation. Unstructured data, which lacks a predefined format, encompasses various forms such as emails, reports, and…

信息检索 · 计算机科学 2025-07-16 Kelly Kurowski , Xixi Lu , Hajo A. Reijers

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-click on user interfaces; this outside-in approach reduced the…

人工智能 · 计算机科学 2020-07-28 Yara Rizk , Vatche Isahagian , Scott Boag , Yasaman Khazaeni , Merve Unuvar , Vinod Muthusamy , Rania Khalaf

Robotic Process Automation (RPA) systems face challenges in handling complex processes and diverse screen layouts that require advanced human-like decision-making capabilities. These systems typically rely on pixel-level encoding through…

机器人学 · 计算机科学 2024-05-22 Arushi Jain , Shubham Paliwal , Monika Sharma , Lovekesh Vig , Gautam Shroff

Robotic Process Automation (RPA) has rapidly evolved into a widely recognized and influential software technology. Its growing relevance has sparked diverse research efforts across various disciplines. This study aims to map the scientific…

计算机与社会 · 计算机科学 2025-06-03 Petr Prucha , Peter Madzik , Lukas Falat

In this survey, we study how recent advances in machine intelligence are disrupting the world of business processes. Over the last decade, there has been steady progress towards the automation of business processes under the umbrella of…

Business process simulation is a versatile technique to estimate the performance of a process under multiple scenarios. This, in turn, allows analysts to compare alternative options to improve a business process. A common roadblock for…

软件工程 · 计算机科学 2020-03-30 Manuel Camargo , Marlon Dumas , Oscar González-Rojas

GUI Process Automation (GPA) is a lightweight but general vision-based Robotic Process Automation (RPA), which enables fast and stable process replay with only a single demo. Addressing the fragility of traditional RPA and the…

计算机视觉与模式识别 · 计算机科学 2026-04-07 Zirui Zhao , Jun Hao Liew , Yan Yang , Wenzhuo Yang , Ziyang Luo , Doyen Sahoo , Silvio Savarese , Junnan Li

Robotic Process Automation (RPA) has gained widespread adoption in corporate organizations, streamlining work processes while also introducing additional maintenance tasks. Effective governance of RPA can be achieved through the reusability…

机器人学 · 计算机科学 2024-03-22 Petr Prucha , Peter Madzik

In this paper, a workflow for designing a bot using Robotic Process Automation (RPA), associated with Artificial Intelligence (AI) that is used for information extraction, classification, etc., is proposed. The bot is equipped with many…

机器学习 · 计算机科学 2022-05-13 Arpit Khare , Sudhakar Singh , Richa Mishra , Shiv Prakash , Pratibha Dixit
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