Ponencia
Towards a Taxonomy of Cognitive RPA Components
Autor/es | Martínez Rojas, Antonio
Barba Rodríguez, Irene González Enríquez, José |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2020 |
Fecha de depósito | 2022-04-28 |
Publicado en |
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ISBN/ISSN | 978-3-030-58778-9 1865-1348 |
Resumen | Robotic Process Automation (RPA) is a discipline that is
increasingly growing hand in hand with Artificial Intelligence (AI) and
Machine Learning enabling the so-called cognitive automation. In such
context, the existing ... Robotic Process Automation (RPA) is a discipline that is increasingly growing hand in hand with Artificial Intelligence (AI) and Machine Learning enabling the so-called cognitive automation. In such context, the existing RPA platforms that include AI-based solutions clas sify their components, i.e. constituting part of a robot that performs a set of actions, in a way that seems to obey market or business deci sions instead of common-sense rules. To be more precise, components that present similar functionality are identified with different names and grouped in different ways depending on the platform that provides the components. Therefore, the analysis of different cognitive RPA platforms to check their suitability for facing a specific need is typically a time consuming and error-prone task. To overcome this problem and to pro vide users with support in the development of an RPA project, this paper proposes a method for the systematic construction of a taxonomy of cognitive RPA components. Moreover, such a method is applied over components that solve selected real-world use cases from the industry obtaining promising results |
Agencias financiadoras | Ministerio de Economía y Competitividad (MINECO). España Junta de Andalucía Centro para el Desarrollo Tecnológico Industrial (CDTI) |
Identificador del proyecto | TIN2016-76956-C3-2-R
CEI-12-TIC021 P011-19/E09 |
Cita | Martínez Rojas, A., Barba Rodríguez, I. y González Enríquez, J. (2020). Towards a Taxonomy of Cognitive RPA Components. En BPM 2020: Blockchain and Robotic Process Automation Forum held as part of the 18th International Conference on Business Process Management (161-175), Sevilla, España: Springer. |
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