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Chapter and Conference Paper
Ontology-Based Multi-perspective Process Mining in Laboratories: A Case Study
In real-world process mining scenarios, event logs are extracted from relational databases. The de-facto standard for event log exchange, XES (eXtensible Event Stream), has the limitation that it is restricted...
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Chapter
Analysing the Behaviour of Online Daily Newspaper Readers—Tyrolean Case Study
Subscriptions are an important revenue source for online newspapers. An unsolved question in this domain is the process of how users consume the provided content, and if there are usage differences between sub...
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Chapter and Conference Paper
A Scalable Microservice Infrastructure for Fleet Data Management
Modern Internet of Things solutions using edge devices produce large amounts of raw data. In order to utilize this data, it needs to be processed, aggregated, and categorized to enable decision making for mana...
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Chapter and Conference Paper
Process Mining on FHIR - An Open Standards-Based Process Analytics Approach for Healthcare
Process mining has become its own research discipline over the last years, providing ways to analyze business processes based on event logs. In healthcare, the characteristics of organizational and treatment p...
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Chapter
Process Mining in Healthcare
Since medical processes are hard to be designed by consensus of experts, the use of data available for creating medical processes is a recurrent idea in literature [3, 7, 8]. Data-driven paradigms are named to be...
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Chapter and Conference Paper
Adopting Standard Clinical Descriptors for Process Mining Case Studies in Healthcare
Process mining can provide greater insight into medical treatment processes and organizational processes in healthcare. A review of the case studies in the literature has identified several different common as...
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Chapter and Conference Paper
An Application of Process Mining in the Context of Melanoma Surveillance Using Time Boxing
Background: Process mining is a relatively new discipline that helps to discover and analyze actual process executions based on log data. In this paper we apply conformance checking techniques to the process o...
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Chapter and Conference Paper
Audit Trails in OpenSLEX: Paving the Road for Process Mining in Healthcare
The analysis of organizational and medical treatment processes is crucial for the future development of the healthcare domain. Recent approaches to enable process mining on healthcare data make use of the hosp...
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Chapter and Conference Paper
Process Mining: Towards Comparability of Healthcare Processes
With the technology emerging more and more possible applications of process mining in healthcare become apparent. In most cases the goal of applying process mining to the healthcare domain is to find out what ...
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Chapter and Conference Paper
Multidisciplinary Team Meetings - A Literature Based Process Analysis
Multidisciplinary Team Meetings (MDTM) are conducted to discuss the treatment of one or more patients. This paper discusses MDTM with a focus on tumor treatment and shows workflows in different settings, ident...
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Chapter and Conference Paper
Analysis of Clinical Documents to Enable Semantic Interoperability
While there is a wealth of information available for each patient in an Electronic Health Record (EHR), information is not optimally organized for efficient use in patient care and there is still a large gap t...
