Robotic process automation deployments: a step-by-step method to investment appraisal

A Ylä-Kujala, D Kedziora, L Metso, T Kärri… - Business Process …, 2023 - emerald.com
Purpose Robotic process automation (RPA) has recently emerged as a technology focusing
on the automation of repetitive, frequent, voluminous and rule-based tasks. Despite a few …

Large language models can accomplish business process management tasks

M Grohs, L Abb, N Elsayed, JR Rehse - International Conference on …, 2023 - Springer
Abstract Business Process Management (BPM) aims to improve organizational activities and
their outcomes by managing the underlying processes. To achieve this, it is often necessary …

[HTML][HTML] An approach for analyzing business process execution complexity based on textual data and event log

A Revina, Ü Aksu - Information Systems, 2023 - Elsevier
With the advent of digital transformation, organizations increasingly rely on various
information systems to support their business processes (BPs). Recorded data, including …

Method to address complexity in organizations based on a comprehensive overview

A Revina, Ü Aksu, VG Meister - Information, 2021 - mdpi.com
Digitalization increasingly enforces organizations to accommodate changes and gain
resilience. Emerging technologies, changing organizational structures and dynamic work …

Dynamic market complexity and service value advantage: an empirical investigation of business process management

PC Hong, MT Hejazi, X Deng, S Jagani - Business Process …, 2022 - emerald.com
Purpose Having complexity theory as the overarching conceptual rationale, this paper
presents a research model that defines external drivers, strategic and internal business …

Text2EL: exploiting unstructured text for event log enrichment

DTK Geeganage, MT Wynn… - … Conference on Signal …, 2022 - ieeexplore.ieee.org
Process mining provides a range of methods and techniques to analyse business processes
through information stored in so-called event logs. The richer these event logs and the …

Text2EL+: Expert Guided Event Log Enrichment Using Unstructured Text

DT Kapugama Geeganage, MT Wynn… - ACM Journal of Data …, 2024 - dl.acm.org
Through the application of process mining, business processes can be improved on the
basis of process execution data captured in event logs. Naturally, the quality of this data …

Towards a Framework for Context Awareness Based on Textual Process Data: Case Study Insights

A Revina, N Rizun, Ü Aksu - International Conference on Enterprise …, 2022 - Springer
Context awareness is critical for the successful execution of processes. In the abundance of
business process management (BPM) research, frameworks exclusively devoted to …

Towards a business process complexity analysis framework based on textual data and event logs

A Revina, Ü Aksu - 2022 - aisel.aisnet.org
Being an established discipline, Business Process Management (BPM) confronts various
challenges related to digitization and rapid penetration of technologies into business …

Empowering Recommender Systems in ITSM: A Pipeline Reference Model for AI-Based Textual Data Quality Enrichment

P Reinhard, MM Li, E Dickhaut, C Peters… - … Conference on Design …, 2023 - Springer
AI-based recommendation systems to augment working conditions in the field of IT service
management (ITSM) have attracted new attention. However, many IT support organizations …