Barbara Weber
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View article: What Questions Can I Ask? A Taxonomy and Question Catalog for Process Mining Analysis Questions
What Questions Can I Ask? A Taxonomy and Question Catalog for Process Mining Analysis Questions Open
Analysts play a critical role in examining and interpreting data in process mining projects. However, specific goals for such projects are not always clearly stated nor translated into concrete analysis questions, hindering analysts to der…
From analysis to findings: How do process mining analysts discover results? Open
Process mining involves analyzing event data from business process executions to uncover valuable insights. Although obtaining meaningful results is crucial for any process mining initiative, there is still little understanding of how proc…
View article: XABPs: Towards eXplainable Autonomous Business Processes
XABPs: Towards eXplainable Autonomous Business Processes Open
Autonomous business processes (ABPs), i.e., self-executing workflows leveraging AI/ML, have the potential to improve operational efficiency, reduce errors, lower costs, improve response times, and free human workers for more strategic and …
View article: An object-centric core metamodel for IoT-enhanced event logs
An object-centric core metamodel for IoT-enhanced event logs Open
Advances in Internet-of-Things (IoT) technologies have prompted the integration of IoT devices with business processes (BPs) in many organizations across various sectors, such as manufacturing, healthcare and smart spaces. The proliferatio…
View article: A Process‐Oriented Approach to Analyze Analysts' Use of Visualizations: Revealing Insights into the What, When, and How
A Process‐Oriented Approach to Analyze Analysts' Use of Visualizations: Revealing Insights into the What, When, and How Open
Despite Visual Analytics (VA) tools being essential for supporting data analysis, evaluating their use in real‐world analytical processes remains challenging. Traditional evaluation methods often overlook the nuanced and evolving nature of…
View article: Process Mining Pipelines with Controlled Sharing of Data and Algorithms
Process Mining Pipelines with Controlled Sharing of Data and Algorithms Open
Process mining leverages execution traces within an organisation’s IT systems to gain insights into its processes. Despite being a mature discipline in academia and industry, setting up process mining pipelines is still a complex task and …
View article: Dwelling and Departure: Beginning Disputes between Arendt and Heidegger
Dwelling and Departure: Beginning Disputes between Arendt and Heidegger Open
In “Letter on Humanism,” Martin Heidegger juxtaposes the notion of homelessness (Heimlosigkeit) with home-coming (Heimholung), i.e. the reawakening to our original relationship to Being. This focus on dwelling in Being represents an intere…
View article: Editorial: Application of neuroscience in information systems and software engineering
Editorial: Application of neuroscience in information systems and software engineering Open
No abstract available.
View article: Guiding attention in flow-based conceptual models through consistent flow and pattern visibility
Guiding attention in flow-based conceptual models through consistent flow and pattern visibility Open
A critical part of flow-based conceptual modeling, such as process modeling, is visualizing the logical and temporal sequence in which activities in a process should be completed. While there are established standards and recommendations, …
View article: Process science: the interdisciplinary study of socio-technical change
Process science: the interdisciplinary study of socio-technical change Open
Process science is the interdisciplinary study of socio-technical processes. Socio-technical processes involve coherent series of changes over time, entailing actions and events that include humans and digital technologies. The ubiquitous …
View article: On the cognitive and behavioral effects of abstraction and fragmentation in modularized process models
On the cognitive and behavioral effects of abstraction and fragmentation in modularized process models Open
Process model comprehension is essential for a variety of technical and managerial tasks. To facilitate comprehension, process models are often divided into subprocesses when they reach a certain size. However, depending on the task type t…
View article: Appendix to "Process Mining Pipelines with Controlled Sharing of Data and Algorithms"
Appendix to "Process Mining Pipelines with Controlled Sharing of Data and Algorithms" Open
Process mining leverages execution traces within an organisation's IT systems to gain insights into its processes. Despite being a mature discipline in academia and industry, setting up process mining pipelines is still a complex task and …
View article: From Internet of Things Data to Business Processes: Challenges and a Framework
From Internet of Things Data to Business Processes: Challenges and a Framework Open
The IoT and Business Process Management (BPM) communities co-exist in many shared application domains, such as manufacturing and healthcare. The IoT community has a strong focus on hardware, connectivity and data; the BPM community focuses…
View article: A Framework to Support the Validation of Process Mining Inquiries
A Framework to Support the Validation of Process Mining Inquiries Open
In exploratory process mining, analysts often start with limited knowledge of the log. As they seek to improve their understanding of the log, they develop expectations about what the results might be. Based on these expectations, they the…
View article: Appendix to "A Distributed Architecture for Process Mining: Controlled Sharing of Data and Algorithms"
Appendix to "A Distributed Architecture for Process Mining: Controlled Sharing of Data and Algorithms" Open
Process mining leverages execution traces within an organisation's IT systems to gain insights into its processes. Despite being a mature discipline in academia and industry, setting up process mining pipelines is still a complex task and …
What makes life for process mining analysts difficult? A reflection of challenges Open
Over the past few years, several software companies have emerged that offer process mining tools to assist enterprises in gaining insights into their process executions. However, the effective application of process mining technologies dep…
View article: Ambiguity Taxonomy Development Iterations
Ambiguity Taxonomy Development Iterations Open
Iterations of the development process for the taxonomy of ambiguity in BPM.
View article: Ambiguity Taxonomy Development Iterations
Ambiguity Taxonomy Development Iterations Open
Iterations of the development process for the taxonomy of ambiguity in BPM.
View article: Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load
Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load Open
Complex process models can hinder the comprehension of the underlying business processes. While several metrics have been suggested in the literature to evaluate the complexity of imperative process models, little is known about their decl…
View article: CEP-based Activity Detection Services generated from IoT Data
CEP-based Activity Detection Services generated from IoT Data Open
Data set accompanying the paper "Data-driven Generation of Services for IoT-based Online Activity Detection" submitted to the International Conference on Service-Oriented Computing (ICSOC) 2023. The data set has 6 automatically generated a…
View article: CEP-based Activity Detection Services generated from IoT Data
CEP-based Activity Detection Services generated from IoT Data Open
Data set accompanying the paper "Data-driven Generation of Services for IoT-based Online Activity Detection" submitted to the International Conference on Service-Oriented Computing (ICSOC) 2023. The data set has 6 automatically generated a…
View article: A Characterization of Ambiguity in BPM
A Characterization of Ambiguity in BPM Open
Dataset and results, and participants demographics for the evaluation of the paper "A Characterization of Ambiguity in BPM". File "Evaluation_tasks_anonymized.pdf": dataset and tasks used for the evaluation. File "Evaluation_results_anonym…
View article: A Characterization of Ambiguity in BPM
A Characterization of Ambiguity in BPM Open
Dataset and results, and participants demographics for the evaluation of the paper "A Characterization of Ambiguity in BPM". File "Evaluation_tasks_anonymized.pdf": dataset and tasks used for the evaluation. File "Evaluation_results_anonym…