Table · dataset · 2017

Testing Representational Biases

Listed in DataCite

A set of 120 event logs was created to test the effect of the representational bias used and the effect of erratic and infrequent behavior added to highly regular behavior.

Description

For each log the underlying model is known. Therefore, such as “gold standard model” serves as a reference for the real process.

For real-life event logs there is no such a reference model. Moreover, quality criteria like precision and generalization are still subject to discussion. Therefore, these synthetic event logs were created.

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The hope is that these event logs contribute to better process discovery tools that can deal with different representational biases and different types of noisy behavior.

Topics

Stated by source: Computer and information sciences · Economics and business

Provenance · 1 source records, 7 field assertions

Source	Key	Last seen	Raw
DataCite	10.4121/uuid:25d6eef5-c427-42b5-ab38-5e512cca08a9	15 d ago	JSON v1

Field	Assertion	Extractor	Evidence
concepts[field].fos:computer-and-information-sciences	source · DataCite	connector:datacite@1.0.0
concepts[field].fos:economics-and-business	source · DataCite	connector:datacite@1.0.0
description	source · DataCite	connector:datacite@1.0.0	/data/attributes/descriptions
license_text	source · DataCite	connector:datacite@1.0.0
publication_date	source · DataCite	connector:datacite@1.0.0	/data/attributes/dates
title	source · DataCite	connector:datacite@1.0.0	/data/attributes/titles/0/title
version_label	source · DataCite	connector:datacite@1.0.0

Testing Representational Biases

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