Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems

David Graf; Wieland Schwinger; Werner Retschitzegger; Elisabeth Kapsammer; Norbert Baumgartner

doi:10.1007/978-3-030-72651-5_39

Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems

David Graf
, Wieland Schwinger
, Werner Retschitzegger
, Elisabeth Kapsammer
, Norbert Baumgartner

Department of Cooperative Information Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

Abstract

In an interconnected world, the Systems-of-Systems (SoS) paradigm is prevalent in various domains, particularly in large-scale environments as being found in the area of critical infrastructures. Due to the characteristics of SoS and those of critical infrastructures, the realization of high level services for Operational Technology Monitoring (OTM), such as failure cause reasoning, is challenging, whereas interoperability and evolvability are most pressing. In this realm, the contribution of this paper is twofold: Firstly, we conduct a systematic literature review focusing on semantic technologies in areas like (i) semantic annotations, (ii) event log focused work in the IoT, (iii) organizational process mining, and (iv) complex event processing. Based thereupon, we elaborate towards a hybrid (semi)-automatic ontology population approach in the context of OTM by combining inductive and deductive methods.

Original language	English
Title of host publication	WorldCIST 2021: Trends and Applications in Information Systems and Technologies
Editors	Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia
Pages	405-415
Number of pages	11
Volume	1366
DOIs	https://doi.org/10.1007/978-3-030-72651-5_39
Publication status	Published - Mar 2021

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1366 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Fields of science

102 Computer Sciences
102015 Information systems
102027 Web engineering

JKU Focus areas

Digital Transformation
Sustainable Development: Responsible Technologies and Management

Access to Document

10.1007/978-3-030-72651-5_39

Cite this

Graf, D., Schwinger, W., Retschitzegger, W., Kapsammer, E., & Baumgartner, N. (2021). Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems. In Á. Rocha, H. Adeli, G. Dzemyda, F. Moreira, & A. M. R. Correia (Eds.), WorldCIST 2021: Trends and Applications in Information Systems and Technologies (Vol. 1366, pp. 405-415). (Advances in Intelligent Systems and Computing; Vol. 1366 AISC). https://doi.org/10.1007/978-3-030-72651-5_39

Graf, David ; Schwinger, Wieland ; Retschitzegger, Werner et al. / Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems. WorldCIST 2021: Trends and Applications in Information Systems and Technologies. editor / Álvaro Rocha ; Hojjat Adeli ; Gintautas Dzemyda ; Fernando Moreira ; Ana Maria Ramalho Correia. Vol. 1366 2021. pp. 405-415 (Advances in Intelligent Systems and Computing).

@inproceedings{f646c15b1ad0447b8d5acfab1a73e364,

title = "Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems",

abstract = "In an interconnected world, the Systems-of-Systems (SoS) paradigm is prevalent in various domains, particularly in large-scale environments as being found in the area of critical infrastructures. Due to the characteristics of SoS and those of critical infrastructures, the realization of high level services for Operational Technology Monitoring (OTM), such as failure cause reasoning, is challenging, whereas interoperability and evolvability are most pressing. In this realm, the contribution of this paper is twofold: Firstly, we conduct a systematic literature review focusing on semantic technologies in areas like (i) semantic annotations, (ii) event log focused work in the IoT, (iii) organizational process mining, and (iv) complex event processing. Based thereupon, we elaborate towards a hybrid (semi)-automatic ontology population approach in the context of OTM by combining inductive and deductive methods.",

author = "David Graf and Wieland Schwinger and Werner Retschitzegger and Elisabeth Kapsammer and Norbert Baumgartner",

year = "2021",

month = mar,

doi = "10.1007/978-3-030-72651-5\_39",

language = "English",

isbn = "978-3-030-72650-8",

volume = "1366",

series = "Advances in Intelligent Systems and Computing",

pages = "405--415",

editor = "{\'A}lvaro Rocha and Hojjat Adeli and Gintautas Dzemyda and Fernando Moreira and Correia, \{Ana Maria Ramalho\}",

booktitle = "WorldCIST 2021: Trends and Applications in Information Systems and Technologies",

}

Graf, D, Schwinger, W , Retschitzegger, W , Kapsammer, E & Baumgartner, N 2021, Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems. in Á Rocha, H Adeli, G Dzemyda, F Moreira & AMR Correia (eds), WorldCIST 2021: Trends and Applications in Information Systems and Technologies. vol. 1366, Advances in Intelligent Systems and Computing, vol. 1366 AISC, pp. 405-415. https://doi.org/10.1007/978-3-030-72651-5_39

Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems. / Graf, David; Schwinger, Wieland ; Retschitzegger, Werner et al.
WorldCIST 2021: Trends and Applications in Information Systems and Technologies. ed. / Álvaro Rocha; Hojjat Adeli; Gintautas Dzemyda; Fernando Moreira; Ana Maria Ramalho Correia. Vol. 1366 2021. p. 405-415 (Advances in Intelligent Systems and Computing; Vol. 1366 AISC).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

TY - GEN

T1 - Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems

AU - Graf, David

AU - Schwinger, Wieland

AU - Retschitzegger, Werner

AU - Kapsammer, Elisabeth

AU - Baumgartner, Norbert

PY - 2021/3

Y1 - 2021/3

N2 - In an interconnected world, the Systems-of-Systems (SoS) paradigm is prevalent in various domains, particularly in large-scale environments as being found in the area of critical infrastructures. Due to the characteristics of SoS and those of critical infrastructures, the realization of high level services for Operational Technology Monitoring (OTM), such as failure cause reasoning, is challenging, whereas interoperability and evolvability are most pressing. In this realm, the contribution of this paper is twofold: Firstly, we conduct a systematic literature review focusing on semantic technologies in areas like (i) semantic annotations, (ii) event log focused work in the IoT, (iii) organizational process mining, and (iv) complex event processing. Based thereupon, we elaborate towards a hybrid (semi)-automatic ontology population approach in the context of OTM by combining inductive and deductive methods.

AB - In an interconnected world, the Systems-of-Systems (SoS) paradigm is prevalent in various domains, particularly in large-scale environments as being found in the area of critical infrastructures. Due to the characteristics of SoS and those of critical infrastructures, the realization of high level services for Operational Technology Monitoring (OTM), such as failure cause reasoning, is challenging, whereas interoperability and evolvability are most pressing. In this realm, the contribution of this paper is twofold: Firstly, we conduct a systematic literature review focusing on semantic technologies in areas like (i) semantic annotations, (ii) event log focused work in the IoT, (iii) organizational process mining, and (iv) complex event processing. Based thereupon, we elaborate towards a hybrid (semi)-automatic ontology population approach in the context of OTM by combining inductive and deductive methods.

UR - https://www.scopus.com/pages/publications/85107382955

U2 - 10.1007/978-3-030-72651-5_39

DO - 10.1007/978-3-030-72651-5_39

M3 - Conference proceedings

SN - 978-3-030-72650-8

VL - 1366

T3 - Advances in Intelligent Systems and Computing

SP - 405

EP - 415

BT - WorldCIST 2021: Trends and Applications in Information Systems and Technologies

A2 - Rocha, Álvaro

A2 - Adeli, Hojjat

A2 - Dzemyda, Gintautas

A2 - Moreira, Fernando

A2 - Correia, Ana Maria Ramalho

ER -

Graf D, Schwinger W , Retschitzegger W , Kapsammer E, Baumgartner N. Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems. In Rocha Á, Adeli H, Dzemyda G, Moreira F, Correia AMR, editors, WorldCIST 2021: Trends and Applications in Information Systems and Technologies. Vol. 1366. 2021. p. 405-415. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-72651-5_39

Event-Driven Ontology Population - from Research to Practice in Critical Infrastructure Systems

Abstract

Publication series

UN SDGs

Fields of science

JKU Focus areas

Access to Document

Other files and links

Cite this