On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling

Sola, Diana; Meilicke, Christian; Aa, Han van der; Stuckenschmidt, Heiner

doi:10.1007/978-3-030-94343-1_1

Cited by 6 publications

(1 citation statement)

References 18 publications

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“…They refer to sets of activities, which are performed to achieve an outcome that is of interest to an organization or its customers. Capturing information on such processes, process models are present in all phases of the business process management lifecycle [3].…”

Section: Previous Workmentioning

confidence: 99%

Impact Assessment for Cyber Security Situation Awareness

FarahaniNia,

Dehghan,

Sadeghiyan

et al. 2023

itrc

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Cyber security situation awareness is important for the analysis of cyberspace, and detection of ever-changing threats. As computer networks and systems continue to increase in complexity and sophistication, the requirements and on a cybersecurity operator increase as well. In this paper, we propose a simulation system to assess the impacts of attacks on cyber assets and identify critical assets. Our proposed system helps to have better situation awareness. For this purpose, we first generate the business process model of the organization. This business process model not only contains information about the mission activities but also contains features of the process itself and the context in which the system operates. Then, we determine the dependency between the processes and the cyber assets of an enterprise. Finally, we simulate some attacks on cyber assets. We evaluate the impacts of attacks on the cyber assets and asset-dependent processes by comparing the Measure of Effectiveness before and after of attack simulation.

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Section: Previous Workmentioning

confidence: 99%

Impact Assessment for Cyber Security Situation Awareness

FarahaniNia,

Dehghan,

Sadeghiyan

et al. 2023

itrc

View full text Add to dashboard Cite

show abstract

Research Directions in Process Modeling and Mining Using Knowledge Graphs and Machine Learning

Miller

Mahmud

2022

Lecture Notes in Computer Science

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SAP Signavio Academic Models: A Large Process Model Dataset

Sola

Warmuth²,

Schäfer

et al. 2023

Lecture Notes in Business Information Processing

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In this paper, we introduce the SAP Signavio Academic Models (SAP-SAM) dataset, a collection of hundreds of thousands of business models, mainly process models in BPMN notation. The model collection is a subset of the models that were created over the course of roughly a decade on academic.signavio.com, a free-of-charge software-as-a-service platform that researchers, teachers, and students can use to create business (process) models. We provide a preliminary analysis of the model collection, as well as recommendations on how to work with it. In addition, we discuss potential use cases and limitations of the model collection from academic and industry perspectives.

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On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling

Cited by 6 publications

References 18 publications

Impact Assessment for Cyber Security Situation Awareness

Impact Assessment for Cyber Security Situation Awareness

Research Directions in Process Modeling and Mining Using Knowledge Graphs and Machine Learning

SAP Signavio Academic Models: A Large Process Model Dataset

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