scholarly journals Extracting Semantic Process Information from the Natural Language in Event Logs

2021 ◽  
pp. 57-74
Author(s):  
Adrian Rebmann ◽  
Han van der Aa
Keyword(s):  
Natural Language ◽  
Process Information ◽  
Event Logs ◽  
Semantic Process

Natural language-based detection of semantic execution anomalies in event logs

2021 ◽  
pp. 101824
Author(s):  
Han van der Aa ◽  
Adrian Rebmann ◽  
Henrik Leopold
Keyword(s):  
Natural Language ◽  
Event Logs

The Proposition of a Framework for Semantic Process Mining

2014 ◽  
Vol 1051 ◽  
pp. 995-999
Author(s):  
Yong Xin Liao ◽  
Eduardo Rocha Loures ◽  
Eduardo Alves Portela Santos ◽  
Osiris Canciglieri
Keyword(s):  
General Framework ◽  
Business Process Management ◽  
Process Management ◽  
Process Mining ◽  
Related Information ◽  
Event Logs ◽  
Semantic Mining ◽  
Semantic Models ◽  
Footprint Analysis ◽  
Semantic Process

As one of the hot topics in Business Process Management (BPM), process mining aims at constructing models to explain what is actually happening from different perspectives based on the process-related information that automatically extracted from event logs. Because the semantics of the data that recorded in event logs are not usually explicit, current mining approaches are somewhat limited. A number of studies have been carried out in the combination use of formalized semantic models and process mining technologies to obtain the semantic mining capability. However, among these researches, there is lack of a guideline that can clearly illustrate different stages during the semantic process mining. The objective of this study is to present a general framework, which unambiguously expresses the main stages of the semantic process mining. Based on this framework, an example about carbon footprint analysis is used to show the possibility of obtaining advantages from semantic process mining.

Associating event logs with ontologies for semantic process mining and analysis

2015 ◽  
Author(s):  
Ossi Nykänen ◽  
Alejandro Rivero-Rodriguez ◽  
Paolo Pileggi ◽  
Pekka A. Ranta ◽  
Meri Kailanto ◽  
...  
Keyword(s):  
Process Mining ◽  
Event Logs ◽  
Semantic Process

scholarly journals Hospital Management Based On Semantic Process Mining: A Systematic Review

2019 ◽  
Vol 8 (1) ◽  
pp. 4 ◽  
Author(s):  
Majid Jangi ◽  
Fateme Moghbeli ◽  
Mahya Ghaffari ◽  
Alireza Vahedinemani
Keyword(s):  
Systematic Review ◽  
Business Process ◽  
Process Mining ◽  
Google Scholar ◽  
Extension Field ◽  
Exclusion Criteria ◽  
Event Logs ◽  
Business Process Mining ◽  
Improve Hospital ◽  
Semantic Process

Introduction: Semantic Process Mining is the extension field of process mining that is based on getting knowledge of conceptual event logs (based on ontologies) for analyzing frequent and rare processes. In the healthcare studies, semantic process mining has been used in different hospitals in order to improve processes.Material and Methods: A review of the usages of semantic process mining in hospitals is done. This review contains 65 articles from PubMed, dblp and Google scholar. It is searched from 2000 to 2017. One of them was duplicated and finally, we received 64 articles. Data were extracted according to PRISMA guidelines.Results: Out of 64 articles, 6 of them were related with inclusion and exclusion criteria. Most of them detect business process mining. In 80% of studies, the semantic process mining was useful and effective to improve hospital processes and improve its management.Conclusion: This review can show an overview the application of process mining in hospitals. It can help researchers to compare semantic process mining with other methods for improving processes in hospitals and finally, it shows the use of semantic process mining to enhance hospitals processes.

Cognitive Reflection Effects on Time Discounting

2018 ◽  
Vol 39 (2) ◽  
pp. 99-106 ◽  
Author(s):  
Michał Białek ◽  
Przemysław Sawicki
Keyword(s):  
Individual Differences ◽  
Individual Difference ◽  
Delay Discounting ◽  
Reference Point ◽  
Reference Points ◽  
Cognitive Reflection Test ◽  
Process Information ◽  
Time Discounting ◽  
Cognitive Reflection ◽  
The Way

Abstract. In this work, we investigated individual differences in cognitive reflection effects on delay discounting – a preference for smaller sooner over larger later payoff. People are claimed to prefer more these alternatives they considered first – so-called reference point – over the alternatives they considered later. Cognitive reflection affects the way individuals process information, with less reflective individuals relying predominantly on the first information they consider, thus, being more susceptible to reference points as compared to more reflective individuals. In Experiment 1, we confirmed that individuals who scored high on the Cognitive Reflection Test discount less strongly than less reflective individuals, but we also show that such individuals are less susceptible to imposed reference points. Experiment 2 replicated these findings additionally providing evidence that cognitive reflection predicts discounting strength and (in)dependency to reference points over and above individual difference in numeracy.

Interpreting Natural Language

1987 ◽  
Vol 32 (1) ◽  
pp. 33-34
Author(s):  
Greg N. Carlson
Keyword(s):  
Natural Language
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