About: Towards Multi-perspective Conformance Checking with Aggregation Operations

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	Towards Multi-perspective Conformance Checking with Aggregation Operations
Creator	Kaymak, Uzay Dekker, Lukas Duan, Huilong Genga, Laura Lu, Xudong Nie, Hongchao Zhang, Sicui
topic	covid:56f42747255881b3bbdde86662e6e3133e12edbe#this
source	PMC
abstract	Conformance checking techniques are widely adopted to validate process executions against a set of constraints describing the expected behavior. However, most approaches adopt a crisp evaluation of deviations, with the result that small violations are considered at the same level of significant ones. Furthermore, in the presence of multiple data constraints the overall deviation severity is assessed by summing up each single deviation. This approach easily leads to misleading diagnostics; furthermore, it does not take into account user’s needs, that are likely to differ depending on the context of the analysis. We propose a novel methodology based on the use of aggregation functions, to assess the level of deviation severity for a set of constraints, and to customize the tolerance to deviations of multiple constraints.
has issue date	2020-05-18(xsd:dateTime)
bibo:doi	10.1007/978-3-030-50146-4_17
has license	no-cc
sha1sum (hex)	56f42747255881b3bbdde86662e6e3133e12edbe
schema:url	https://doi.org/10.1007/978-3-030-50146-4_17
resource representing a document's title	Towards Multi-perspective Conformance Checking with Aggregation Operations
has PubMed Central identifier	PMC7274327
schema:publication	Information Processing and Management of Uncertainty in Knowledge-Based Systems
resource representing a document's body	covid:56f42747255881b3bbdde86662e6e3133e12edbe#body_text
is http://vocab.deri.ie/void#inDataset of	https://covidontheweb.inria.fr:4443/about/id/http/ns.inria.fr/covid19/56f42747255881b3bbdde86662e6e3133e12edbe
is schema:about of	named entity 'single' named entity 'assess' named entity 'level' named entity 'CONTEXT' named entity 'USE OF' named entity 'CUSTOMIZE' named entity 'LEADS' named entity 'APPROACH' named entity 'EASILY' named entity 'leads' named entity 'adopt' named entity 'functions' named entity 'data' named entity 'user' named entity 'tolerance' named entity 'deviations' named entity 'aggregation' named entity 'widely adopted' named entity 'heuristic' named entity 'Petri-net' named entity 'membership function' named entity 'fraud detection' named entity 'cost function' named entity 'cost function' named entity 'cost function' named entity 'descriptive statistics' named entity 'algorithm' named entity 'cost function' named entity 'deviation range' named entity 'control flow' named entity 'logic' named entity 'decision making' named entity 'Conformance checking' named entity 'logic' named entity 'systolic blood pressure' named entity 'fuzzy sets' named entity 'A* algorithm' named entity '1.1' named entity 'BPMN' named entity 'cost function' named entity 'cost function' named entity 'distance cost' named entity 'fuzzy set' named entity 'distance function' named entity 'cost function' named entity 'directed graph' named entity 'algorithm' named entity 'control flow' named entity 'directed graph' named entity 'priority queue' named entity 'synthetic data' named entity 'simple sum' named entity 'search problem' named entity 'SBP' named entity 'data element' named entity 'membership function' named entity 'cost function' named entity 'absolute difference' named entity 'SBP' named entity 'SBP' named entity 'cost function' named entity 'soft constraint' named entity 'multiperspective' named entity 'strictly increasing' named entity 'cost function' named entity 'Conformance checking' named entity 'simple sum' named entity 'information systems' named entity 'SBP' named entity 'cost function' named entity 'priority queue' named entity 'BPMN' named entity 'cost function' named entity 'decision making processes' named entity 'proof of concept'

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