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Execution of Multi-Perspective Declarative Process Models Using Complex Event Processing
2021
Business Information Systems
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The presented paper integrates both domains by proposing an execution approach for multi-perspective declarative process process models completely based on CEP. ...
Complex Event Processing (CEP) comprises a set of techniques for making sense of the behavior of a monitored system by deriving higher level knowledge from lower level system events. ...
Execution of MP-Declare Models using CEP This chapter explains how multi-perspective declarative MP-Declare models can be executed on top of a CEP-engine. ...
doi:10.52825/bis.v1i.51
fatcat:fpxnt5i2dvhq3csx2uyisebupu
Data Science Methods for Declarative Process Mining
2021
Entwicklungsmethoden für Informationssysteme und deren Anwendung: Fachtagung
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Several tools and approaches allow the generation of declarative process models (most commonly in form of the DECLARE language) from event data. ...
Also, declarative approaches for process modeling and mining which are especially suitable for complex and loosely-structured processes have become of interest in research in the last years. ...
corresponding to the multi-perspective extension of DECLARE. ...
dblp:conf/emisa/GrohmannV21
fatcat:borlki22uvf2zm23fnuceefv7q
The DPIL Framework: Tool Support for Agile and Resource-Aware Business Processes
2015
International Conference on Business Process Management
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The Declarative Process Intermediate Language (DPIL) is a declarative process modelling language that allows for specifying multiperspective and multi-modal agile, i.e., flexible, processes. ...
While the DPIL Modeller component is used to create and verify models, the DPIL Navigator depicts a rule-based execution engine for enacting models. ...
Unlike other declarative languages it is multi-perspective, i.e., it allows for representing several business process perspectives, namely, control flow, data and especially resources. ...
dblp:conf/bpm/SchonigZ15
fatcat:ulkdpfirbfat5bbc73osgdccmi
Language-independent look-ahead for checking multi-perspective declarative process models
2021
Journal of Software and Systems Modeling
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When executing such declarative (multi-perspective) process models, it may happen that the execution of activities or the change of data values may result in the non-executability of crucial activities ...
While execution engines for single-perspective imperative process models already implement such functionality, execution approaches, for multi-perspective declarative process models that involve constraints ...
Execution of multi-perspective declarative process models There are a few approaches for the execution of multiperspective declarative process models. ...
doi:10.1007/s10270-020-00857-8
fatcat:p6lelhtbdnfenpdobxe3sr53tm
Conformance checking
2019
Proceedings of the 11th International Conference on Subject-Oriented Business Process Management - S-BPM ONE '19
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2020 pre-print arXiv:2007.10903v1 fatcat:f4vaxcw3hfglnb5zecdyhd3gii
For instance, process miners use declarative process modelling languages often, but applications in conformance checking are rare. ...
Conformance checking is a set of process mining functions that compare process instances with a given process model. ...
Furthermore, an approach to create multi-perspective alignments with BPMN process models uses causal nets enhanced with data [18] . ...
doi:10.1145/3329007.3329014
dblp:conf/s-bpm-one/DunzerSMB19
fatcat:cyfmzukjefa4fjyp5bdmxwalya
Language-centric Approaches for Improving Business Process Model Acceptance
2018
International Conference on Business Process Management
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., the comprehensibility of a model in case that a stakeholder is unfamiliar with the modeling language and to its compatibility with "foreign-language" process execution systems. ...
Business process modeling is a crucial task in business process management. The plethora of process modeling languages available offers flexibility but often leads to language barriers, too. ...
These thresholds are used to compensate undesired noise in event logs of real-world process executions. ...
dblp:conf/bpm/Ackermann18
fatcat:cpc2rewjwjaynbwk56zng2ko6u
Conformance checking based on multi-perspective declarative process models
2016
Expert systems with applications
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2015 pre-print arXiv:1503.04957v1 fatcat:ovnlaul5wnaj7ceucp6fryw5f4
In this paper, we close this gap by providing a framework for conformance checking based on MP-Declare, a multi-perspective version of the declarative process modeling language Declare. ...
One of the open challenges in the context of conformance checking with declarative models is the capability of supporting multi-perspective specifications. ...
The graph at the bottom reports the execution times using real multi-perspective models (with conditions on time and data). ...
doi:10.1016/j.eswa.2016.08.040
fatcat:7b2ma5f4lvabva3tikdva6323u
Distributed Multi-Perspective Declare Discovery
2017
International Conference on Business Process Management
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In this paper, we present a fast distributed approach and software prototype to discover multi-perspective declarative models out of event logs, based upon parallel computing. ...
Declarative process models define the behaviour of processes by means of constraints exerted over their activities. ...
Declarative process discovery in particular returns declarative models, i.e., sets of constraints defining the conditions under which activities can or cannot be executed. ...
dblp:conf/bpm/SturmSC17
fatcat:75rnr6gr4rb4plhnlwsdymoobi
Mining the Organisational Perspective in Agile Business Processes
[chapter]
2015
Lecture Notes in Business Information Processing
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Although there are several mining techniques to discover such declarative process models from event logs, they put less emphasis on the organisational perspective, which specifies how resources are involved ...
Declarative, i.e., rule-based, process models are wellsuited for modelling these processes. ...
Process Models In this section, we describe our approach to automatically discover resourceaware, multi-modal, declarative process models from event logs. ...
doi:10.1007/978-3-319-19237-6_3
fatcat:kigmae2xwveireynqj6ha2jyya
Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery
[chapter]
2018
Lecture Notes in Computer Science
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In this paper, we present an approach for the automated discovery of multi-perspective declarative process models able to discover conditions involving arbitrary (categorical or numeric) data attributes ...
However, when confronted to complex event logs, automatically discovered process models can become too complex to be practically usable. ...
Multi-Perspective Declare In this section, we illustrate a multi-perspective version of Declare (MP-Declare) introduced in [5] . ...
doi:10.1007/978-3-319-98648-7_11
fatcat:shjzcldslzbwdkum564nu3favi
Improving Collaborative Business Process Execution by Traceability and Expressiveness
2012
Proceedings of the 8th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing
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The declarative modeling approach promises to be a suitable means for the description of rather unforeseen and less rigid business processes. ...
However, today's approaches for the execution of such declarative processes lack certain essential capabilities. ...
As mentioned above, the declarative execution engine is part of the modular multi-paradigm platform AI4 Process Navigation. ...
doi:10.4108/icst.collaboratecom.2012.250345
dblp:conf/colcom/ZeisingSJ12
fatcat:cbakdvacvrdohi2q6h2oy5efvm
Full Support for Efficiently Mining Multi-Perspective Declarative Constraints from Process Logs
2019
Information
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State-of-the-art mining tools do not support multi-perspective declarative models at this moment. ...
It has been shown that the performance of process mining algorithms, particularly when considering the multi-perspective declarative process models, are not satisfactory. ...
Multi-Perspective, Declarative Process Modelling Declarative process models are strong in representing the behaviour of flexible business processes. ...
doi:10.3390/info10010029
fatcat:bt4u7cpffzflhlnws4z6h44mhq
A MapReduce Approach for Mining Multi-Perspective Declarative Process Models
2018
Proceedings of the 20th International Conference on Enterprise Information Systems
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In this paper, we propose an efficient mining framework for discovering multi-perspective declarative models that builds upon the distributed processing method MapReduce. ...
Automated process discovery aims at generating a process model from an event log. ...
Automated process discovery aims at generating a process model from an event log consisting of traces, such that each trace corresponds to one execution of the process. ...
doi:10.5220/0006710305850595
dblp:conf/iceis/0002SJ18
fatcat:qeirkulemfgifptivhpujdej5e
Go4Flex: Goal-Oriented Process Modelling
[chapter]
2010
Studies in Computational Intelligence
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This is especially apparent in the way processes are modelled and described on the IT-side using state of the art modelling approaches like BPMN. ...
In this paper we argue that an important reason for this gap is the strong focus of IT on the behaviour and execution perspective of workflows while more abstract and higher-level process properties are ...
Go4Flex Approach The Go4Flex project aims at providing advanced conceptual and software technical means for modelling and executing complex business processes. ...
doi:10.1007/978-3-642-15211-5_9
fatcat:yyxizggbt5ebvn2zbkyus4qhpu
Using Model Checking to Identify Customers Purchasing Behaviour in an E-Commerce
2017
Applications and Theory of Petri Nets
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In this paper the use of a declarative approach based on Linear Temporal Logic and model checking is explored for the analysis of a real e-commerce website. ...
Process mining techniques can be used to analyse e-commerce web logs with such purpose. ...
The authors of this paper want to specially thank the Up&Scrap team for their collaboration, for providing the data used in this study and for giving feedback on the results. ...
dblp:conf/apn/HernandezAFE17
fatcat:h43wvi3i5vfltl2mu4nkvvz3xe
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