Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness

Norbert Baumgartner; Werner Retschitzegger; Wieland Schwinger; Gabriele Kotsis; Christoph Schwietering

Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness

Norbert Baumgartner
, Werner Retschitzegger
, Wieland Schwinger
, Gabriele Kotsis
, Christoph Schwietering

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

Abstract

Ontology-based approaches to situation awareness have gained increasing popularity in recent years. However, most current approaches face two inherent problems. First, they lack sufficient support for assessing evolutions of situations, which is crucial for informing (human) agents about emerging instances of interesting situation types. Second, they are confronted with the problem of recognizing situations that are just similar to a situation type an agent is interested in. Our approach contributed in this paper is based on conceptual neighborhoods of relations which we generalize to conceptual neighborhoods of situations. These conceptual neighborhoods turn out to be the basis for addressing both problems, the assessment of evolving as well as similar situations. The applicability of our approach is demonstrated by an in-depth case study in the domain of road traffic management.

Originalsprache	Englisch
Titel	Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007
Verlag	Springer
ISBN (Print)	978-3-540-74254-8
Publikationsstatus	Veröffentlicht - 2007

Publikationsreihe

Name	Lecture Notes in Computer Science (LNCS)

Wissenschaftszweige

101004 Biomathematik
101027 Dynamische Systeme
101028 Mathematische Modellierung
101029 Mathematische Statistik
101014 Numerische Mathematik
101015 Operations Research
101016 Optimierung
101017 Spieltheorie
101018 Statistik
101019 Stochastik
101024 Wahrscheinlichkeitstheorie
101026 Zeitreihenanalyse
102 Informatik
102001 Artificial Intelligence
102003 Bildverarbeitung
102004 Bioinformatik
102013 Human-Computer Interaction
102018 Künstliche Neuronale Netze
102019 Machine Learning
103029 Statistische Physik
106005 Bioinformatik
106007 Biostatistik
202017 Embedded Systems
202035 Robotik
202036 Sensorik
202037 Signalverarbeitung
305901 Computerunterstützte Diagnose und Therapie
305905 Medizinische Informatik
305907 Medizinische Statistik
102032 Computational Intelligence
102033 Data Mining
101031 Approximationstheorie
102002 Augmented Reality
102006 Computer Supported Cooperative Work (CSCW)
102015 Informationssysteme
102021 Pervasive Computing
102025 Verteilte Systeme
102027 Web Engineering
202038 Telekommunikation

Andere Dateien und Links

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Baumgartner, N., Retschitzegger, W., Schwinger, W., Kotsis, G., & Schwietering, C. (2007). Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness. in Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007 (Lecture Notes in Computer Science (LNCS)). Springer.

Baumgartner, Norbert ; Retschitzegger, Werner ; Schwinger, Wieland et al. / Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness. Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007. Springer, 2007. (Lecture Notes in Computer Science (LNCS)).

@inproceedings{a71895592bdf438ebf8717b7837d8c82,

title = "Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness",

abstract = "Ontology-based approaches to situation awareness have gained increasing popularity in recent years. However, most current approaches face two inherent problems. First, they lack sufficient support for assessing evolutions of situations, which is crucial for informing (human) agents about emerging instances of interesting situation types. Second, they are confronted with the problem of recognizing situations that are just similar to a situation type an agent is interested in. Our approach contributed in this paper is based on conceptual neighborhoods of relations which we generalize to conceptual neighborhoods of situations. These conceptual neighborhoods turn out to be the basis for addressing both problems, the assessment of evolving as well as similar situations. The applicability of our approach is demonstrated by an in-depth case study in the domain of road traffic management.",

author = "Norbert Baumgartner and Werner Retschitzegger and Wieland Schwinger and Gabriele Kotsis and Christoph Schwietering",

year = "2007",

language = "English",

isbn = "978-3-540-74254-8",

series = "Lecture Notes in Computer Science (LNCS)",

publisher = "Springer",

booktitle = "Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007",

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Baumgartner, N, Retschitzegger, W , Schwinger, W , Kotsis, G & Schwietering, C 2007, Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness. in Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007. Lecture Notes in Computer Science (LNCS), Springer.

Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness. / Baumgartner, Norbert; Retschitzegger, Werner ; Schwinger, Wieland et al.
Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007. Springer, 2007. (Lecture Notes in Computer Science (LNCS)).

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

TY - GEN

T1 - Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness

AU - Baumgartner, Norbert

AU - Retschitzegger, Werner

AU - Schwinger, Wieland

AU - Kotsis, Gabriele

AU - Schwietering, Christoph

PY - 2007

Y1 - 2007

N2 - Ontology-based approaches to situation awareness have gained increasing popularity in recent years. However, most current approaches face two inherent problems. First, they lack sufficient support for assessing evolutions of situations, which is crucial for informing (human) agents about emerging instances of interesting situation types. Second, they are confronted with the problem of recognizing situations that are just similar to a situation type an agent is interested in. Our approach contributed in this paper is based on conceptual neighborhoods of relations which we generalize to conceptual neighborhoods of situations. These conceptual neighborhoods turn out to be the basis for addressing both problems, the assessment of evolving as well as similar situations. The applicability of our approach is demonstrated by an in-depth case study in the domain of road traffic management.

AB - Ontology-based approaches to situation awareness have gained increasing popularity in recent years. However, most current approaches face two inherent problems. First, they lack sufficient support for assessing evolutions of situations, which is crucial for informing (human) agents about emerging instances of interesting situation types. Second, they are confronted with the problem of recognizing situations that are just similar to a situation type an agent is interested in. Our approach contributed in this paper is based on conceptual neighborhoods of relations which we generalize to conceptual neighborhoods of situations. These conceptual neighborhoods turn out to be the basis for addressing both problems, the assessment of evolving as well as similar situations. The applicability of our approach is demonstrated by an in-depth case study in the domain of road traffic management.

UR - http://www.bioinf.jku.at/publications/

M3 - Conference proceedings

SN - 978-3-540-74254-8

T3 - Lecture Notes in Computer Science (LNCS)

BT - Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007

PB - Springer

ER -

Baumgartner N, Retschitzegger W , Schwinger W , Kotsis G, Schwietering C. Of Situations and Their Neighbors: Evolution and Similarity in Ontology-Based Approaches to Situation Awareness. in Proceedings of the 6th International and Interdisciplinary Confernce on Modeling and Using Context (CONTEXT 2007), Roskilde, Denmark, August 2007. Springer. 2007. (Lecture Notes in Computer Science (LNCS)).