Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT

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

doi:10.1007/978-3-030-45688-7_37

Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT

Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

Abstract

Large-scale Internet-of-Things (IoT) environments as being found in critical infrastructures such as Intelligent Transportation Systems (ITS) are characterized by (i) massive heterogeneity of data, (ii) prevalent legacy systems, and (iii) continuous evolution of operational technology. In such environments, the realization of crosscutting services demands a conceptual IoT representation, most promising, in terms of a domain ontology. Populating the ontology’s A-Box, however, faces some challenges, which are not sufficiently addressed by now. In this respect, the contribution of this short paper is three-fold: Firstly, in order to point out the complexity of addressed real-world IoT environments, we identify prevalent challenges for (semi-)automatic ontology population by means of a real world example. Secondly, in order to address these challenges, we elaborate on related work by identifying promising lines of research relevant for ontology population. Thirdly, based thereupon, we sketch out a solution approach towards message-driven ontology population.

Originalsprache	Englisch
Titel	Trends and Innovations in Information Systems and Technologies
Herausgeber*innen	Álvaro Rocha, Hojjat Adeli, Luís Paulo Reis, Sandra Costanzo, Irena Orovic, Fernando Moreira
Verlag	Springer International Publishing
Seiten	361-368
Seitenumfang	8
Band	1159
ISBN (elektronisch)	978-3-030-45688-7
ISBN (Print)	9783030456870
DOIs	https://doi.org/10.1007/978-3-030-45688-7_37
Publikationsstatus	Veröffentlicht - Mai 2020

Publikationsreihe

Name	Advances in Intelligent Systems and Computing
Band	1159 AISC
ISSN (Print)	2194-5357
ISSN (elektronisch)	2194-5365

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

SDG 11 – Nachhaltige Städte und Gemeinschaften

Wissenschaftszweige

202038 Telekommunikation
102 Informatik
102002 Augmented Reality
102006 Computer Supported Cooperative Work (CSCW)
102013 Human-Computer Interaction
102015 Informationssysteme
102021 Pervasive Computing
102025 Verteilte Systeme
102027 Web Engineering

JKU-Schwerpunkte

Digital Transformation
Sustainable Development: Responsible Technologies and Management

Zugriff auf Dokument

10.1007/978-3-030-45688-7_37

Andere Dateien und Links

Verknüpfung zur Publikation in Scopus

Dieses zitieren

Graf, D., Schwinger, W., Kapsammer, E., Retschitzegger, W., Pröll, B., & Baumgartner, N. (2020). Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT. in Á. Rocha, H. Adeli, L. P. Reis, S. Costanzo, I. Orovic, & F. Moreira (Hrsg.), Trends and Innovations in Information Systems and Technologies (Band 1159, S. 361-368). (Advances in Intelligent Systems and Computing; Band 1159 AISC). Springer International Publishing. https://doi.org/10.1007/978-3-030-45688-7_37

Graf, David ; Schwinger, Wieland ; Kapsammer, Elisabeth et al. / Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT. Trends and Innovations in Information Systems and Technologies. Hrsg. / Álvaro Rocha ; Hojjat Adeli ; Luís Paulo Reis ; Sandra Costanzo ; Irena Orovic ; Fernando Moreira. Band 1159 Springer International Publishing, 2020. S. 361-368 (Advances in Intelligent Systems and Computing).

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title = "Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT",

abstract = "Large-scale Internet-of-Things (IoT) environments as being found in critical infrastructures such as Intelligent Transportation Systems (ITS) are characterized by (i) massive heterogeneity of data, (ii) prevalent legacy systems, and (iii) continuous evolution of operational technology. In such environments, the realization of crosscutting services demands a conceptual IoT representation, most promising, in terms of a domain ontology. Populating the ontology{\textquoteright}s A-Box, however, faces some challenges, which are not sufficiently addressed by now. In this respect, the contribution of this short paper is three-fold: Firstly, in order to point out the complexity of addressed real-world IoT environments, we identify prevalent challenges for (semi-)automatic ontology population by means of a real world example. Secondly, in order to address these challenges, we elaborate on related work by identifying promising lines of research relevant for ontology population. Thirdly, based thereupon, we sketch out a solution approach towards message-driven ontology population.",

author = "David Graf and Wieland Schwinger and Elisabeth Kapsammer and Werner Retschitzegger and Birgit Pr{\"o}ll and Norbert Baumgartner",

year = "2020",

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Graf, D, Schwinger, W , Kapsammer, E , Retschitzegger, W , Pröll, B & Baumgartner, N 2020, Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT. in Á Rocha, H Adeli, LP Reis, S Costanzo, I Orovic & F Moreira (Hrsg.), Trends and Innovations in Information Systems and Technologies. Bd. 1159, Advances in Intelligent Systems and Computing, Bd. 1159 AISC, Springer International Publishing, S. 361-368. https://doi.org/10.1007/978-3-030-45688-7_37

Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT. / Graf, David; Schwinger, Wieland ; Kapsammer, Elisabeth et al.
Trends and Innovations in Information Systems and Technologies. Hrsg. / Álvaro Rocha; Hojjat Adeli; Luís Paulo Reis; Sandra Costanzo; Irena Orovic; Fernando Moreira. Band 1159 Springer International Publishing, 2020. S. 361-368 (Advances in Intelligent Systems and Computing; Band 1159 AISC).

Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT

AU - Graf, David

AU - Schwinger, Wieland

AU - Kapsammer, Elisabeth

AU - Retschitzegger, Werner

AU - Pröll, Birgit

AU - Baumgartner, Norbert

PY - 2020/5

Y1 - 2020/5

N2 - Large-scale Internet-of-Things (IoT) environments as being found in critical infrastructures such as Intelligent Transportation Systems (ITS) are characterized by (i) massive heterogeneity of data, (ii) prevalent legacy systems, and (iii) continuous evolution of operational technology. In such environments, the realization of crosscutting services demands a conceptual IoT representation, most promising, in terms of a domain ontology. Populating the ontology’s A-Box, however, faces some challenges, which are not sufficiently addressed by now. In this respect, the contribution of this short paper is three-fold: Firstly, in order to point out the complexity of addressed real-world IoT environments, we identify prevalent challenges for (semi-)automatic ontology population by means of a real world example. Secondly, in order to address these challenges, we elaborate on related work by identifying promising lines of research relevant for ontology population. Thirdly, based thereupon, we sketch out a solution approach towards message-driven ontology population.

AB - Large-scale Internet-of-Things (IoT) environments as being found in critical infrastructures such as Intelligent Transportation Systems (ITS) are characterized by (i) massive heterogeneity of data, (ii) prevalent legacy systems, and (iii) continuous evolution of operational technology. In such environments, the realization of crosscutting services demands a conceptual IoT representation, most promising, in terms of a domain ontology. Populating the ontology’s A-Box, however, faces some challenges, which are not sufficiently addressed by now. In this respect, the contribution of this short paper is three-fold: Firstly, in order to point out the complexity of addressed real-world IoT environments, we identify prevalent challenges for (semi-)automatic ontology population by means of a real world example. Secondly, in order to address these challenges, we elaborate on related work by identifying promising lines of research relevant for ontology population. Thirdly, based thereupon, we sketch out a solution approach towards message-driven ontology population.

UR - https://www.scopus.com/pages/publications/85085479569

U2 - 10.1007/978-3-030-45688-7_37

DO - 10.1007/978-3-030-45688-7_37

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SN - 9783030456870

VL - 1159

T3 - Advances in Intelligent Systems and Computing

SP - 361

EP - 368

BT - Trends and Innovations in Information Systems and Technologies

A2 - Rocha, Álvaro

A2 - Adeli, Hojjat

A2 - Reis, Luís Paulo

A2 - Costanzo, Sandra

A2 - Orovic, Irena

A2 - Moreira, Fernando

PB - Springer International Publishing

ER -

Graf D, Schwinger W , Kapsammer E , Retschitzegger W , Pröll B, Baumgartner N. Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT. in Rocha Á, Adeli H, Reis LP, Costanzo S, Orovic I, Moreira F, Hrsg., Trends and Innovations in Information Systems and Technologies. Band 1159. Springer International Publishing. 2020. S. 361-368. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-45688-7_37