Skip to main content
Erschienen in: Computing 2/2017

08.10.2016

Situation recognition and handling based on executing situation templates and situation-aware workflows

verfasst von: Pascal Hirmer, Matthias Wieland, Holger Schwarz, Bernhard Mitschang, Uwe Breitenbücher, Santiago Gómez Sáez, Frank Leymann

Erschienen in: Computing | Ausgabe 2/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Today, the Internet of Things has evolved due to an advanced interconnectivity of hardware devices equipped with sensors and actuators. Such connected environments are nowadays well-known as smart environments. Famous examples are smart homes, smart cities, and smart factories. Such environments should only be called “smart” if they allow monitoring and self-organization. However, this is a great challenge: (1) sensors have to be bound and sensor data have to be efficiently provisioned to enable monitoring of these environments, (2) situations have to be detected based on sensor data, and (3) based on the recognized situations, a reaction has to be triggered to enable self-organization, e.g., through notification delivery or the execution of workflows. In this article, we introduce SitOPT—an approach for situation recognition based on raw sensor data and automated handling of occurring situations through notification delivery or execution of situation-aware workflows. This article is an extended version of the paper “SitRS—Situation Recognition based on Modeling and Executing Situation Templates” presented at the 9th Symposium and Summer School of Service-oriented Computing 2015.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Attard, J., Scerri, S., Rivera, I., Handschuh, S.: Ontology-based situation recognition for context-aware systems. In: Proceedings of the 9th International Conference on Semantic Systems (2013) Attard, J., Scerri, S., Rivera, I., Handschuh, S.: Ontology-based situation recognition for context-aware systems. In: Proceedings of the 9th International Conference on Semantic Systems (2013)
2.
Zurück zum Zitat Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput. Netw. 54(15):2787–2805CrossRefMATH Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput. Netw. 54(15):2787–2805CrossRefMATH
3.
Zurück zum Zitat Breitenbücher, U., Hirmer, P., Képes, K., Kopp, O., Leymann, F., Wieland, M.: A situation-aware workflow modelling extension. In: Proceedings of iiWAS’15, pp. 478–484. ACM (2015) Breitenbücher, U., Hirmer, P., Képes, K., Kopp, O., Leymann, F., Wieland, M.: A situation-aware workflow modelling extension. In: Proceedings of iiWAS’15, pp. 478–484. ACM (2015)
4.
Zurück zum Zitat Bucchiarone, A., Marconi, A., Pistore, M., Raik, H.: Dynamic adaptation of fragment-based and context-aware business processes. In: Proceedings of ICWS’12, pp. 33–41 (2012) Bucchiarone, A., Marconi, A., Pistore, M., Raik, H.: Dynamic adaptation of fragment-based and context-aware business processes. In: Proceedings of ICWS’12, pp. 33–41 (2012)
5.
Zurück zum Zitat Buchmann, A., Koldehofe, B.: Complex event processing. it-Information Technology Methoden und innovative Anwendungen der Informatik und Informationstechnik (2009) Buchmann, A., Koldehofe, B.: Complex event processing. it-Information Technology Methoden und innovative Anwendungen der Informatik und Informationstechnik (2009)
6.
Zurück zum Zitat Dargie, W., Eldora, Mendez, J., Mobius, C., Rybina, K., Thost, V., Turhan, A.Y.: Situation Recognition for service management systems using OWL 2 reasoners. In: 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops) (2013) Dargie, W., Eldora, Mendez, J., Mobius, C., Rybina, K., Thost, V., Turhan, A.Y.: Situation Recognition for service management systems using OWL 2 reasoners. In: 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops) (2013)
7.
Zurück zum Zitat Dey, A.K.: Understanding and using context. Personal and ubiquitous computing (2001) Dey, A.K.: Understanding and using context. Personal and ubiquitous computing (2001)
8.
Zurück zum Zitat Eberle, H., Unger, T., Leymann, F.: Process fragments. In: OTM’09, pp. 398–405. Springer (2009) Eberle, H., Unger, T., Leymann, F.: Process fragments. In: OTM’09, pp. 398–405. Springer (2009)
9.
Zurück zum Zitat Fürst, S.: Konzept und Implementierung eines Situation Handlers. Master Thesis, University of Stuttgart, IAAS (2015) Fürst, S.: Konzept und Implementierung eines Situation Handlers. Master Thesis, University of Stuttgart, IAAS (2015)
10.
Zurück zum Zitat Gómez Sáez, S., Andrikopoulos, V., Hahn, M., Karastoyanova, D., Weiß, A.: Enabling reusable and adaptive modeling, provisioning and execution of BPEL processes. In: Proceedings of IEEE SOCA’15 (2015) Gómez Sáez, S., Andrikopoulos, V., Hahn, M., Karastoyanova, D., Weiß, A.: Enabling reusable and adaptive modeling, provisioning and execution of BPEL processes. In: Proceedings of IEEE SOCA’15 (2015)
11.
Zurück zum Zitat González L, Ortiz G (2014) An event-driven integration platform for context-aware web services. J. UCS 20(8):1071–1088 González L, Ortiz G (2014) An event-driven integration platform for context-aware web services. J. UCS 20(8):1071–1088
12.
Zurück zum Zitat Großmann, M., Bauer, M., Hönle, N., Käppeler, U.P., Nicklas, D., Schwarz, T.: Efficiently managing context information for large-scale scenarios. In: Proc. of the Third IEEE Intl. Conf. on Pervasive Computing and Communications (2005) Großmann, M., Bauer, M., Hönle, N., Käppeler, U.P., Nicklas, D., Schwarz, T.: Efficiently managing context information for large-scale scenarios. In: Proc. of the Third IEEE Intl. Conf. on Pervasive Computing and Communications (2005)
13.
Zurück zum Zitat Han, J., Cho, Y., Choi, J.: Context-aware workflow language based on web services for ubiquitous computing, pp. 1008–1017. Springer (2005) Han, J., Cho, Y., Choi, J.: Context-aware workflow language based on web services for ubiquitous computing, pp. 1008–1017. Springer (2005)
14.
Zurück zum Zitat Häussermann, K., Hubig, C., Levi, P., Leymann, F., Siemoneit, O., Wieland, M., Zweigle, O.: Understanding and designing situation-aware mobile and ubiquitous computing systems. In: Proceedings of the International Conference on Computer, Electrical, and Systems Science, and Engineering 2010 (ICCESSE 2010) (2010) Häussermann, K., Hubig, C., Levi, P., Leymann, F., Siemoneit, O., Wieland, M., Zweigle, O.: Understanding and designing situation-aware mobile and ubiquitous computing systems. In: Proceedings of the International Conference on Computer, Electrical, and Systems Science, and Engineering 2010 (ICCESSE 2010) (2010)
15.
Zurück zum Zitat Herrmann, K., Rothermel, K., Kortuem, G., Dulay, N.: Adaptable pervasive flows—an emerging technology for pervasive adaptation. In: Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2008. SASOW 2008, pp. 108–113 (2008) Herrmann, K., Rothermel, K., Kortuem, G., Dulay, N.: Adaptable pervasive flows—an emerging technology for pervasive adaptation. In: Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2008. SASOW 2008, pp. 108–113 (2008)
16.
Zurück zum Zitat Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B.: Automated sensor registration, binding and sensor data provisioning. In: Proceedings of the CAiSE 2016 Forum at the 28th International Conference on Advanced Information Systems Engineering (2016) Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B.: Automated sensor registration, binding and sensor data provisioning. In: Proceedings of the CAiSE 2016 Forum at the 28th International Conference on Advanced Information Systems Engineering (2016)
17.
Zurück zum Zitat Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B.: Dynamic ontology-based sensor binding. In: Proceedings of the 20th East-European Conference on Advances in Databases and Information Systems (2016) Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B.: Dynamic ontology-based sensor binding. In: Proceedings of the 20th East-European Conference on Advances in Databases and Information Systems (2016)
18.
Zurück zum Zitat Hirmer, P., Wieland, M., Schwarz, H., Mitschang, B., Breitenbücher, U., Leymann, F.: SitRS—a situation recognition service based on modeling and executing situation templates. In: Proceedings of the 9th Symposium and Summer School On Service-Oriented Computing, pp. 113–127. IBM Research Report (2015) Hirmer, P., Wieland, M., Schwarz, H., Mitschang, B., Breitenbücher, U., Leymann, F.: SitRS—a situation recognition service based on modeling and executing situation templates. In: Proceedings of the 9th Symposium and Summer School On Service-Oriented Computing, pp. 113–127. IBM Research Report (2015)
19.
Zurück zum Zitat Képes, K., Breitenbücher, U., Gómez Sáez, S., Guth, J., Leymann, F., Wieland, M.: Situation-aware execution and dynamic adaptation of traditional workflow models. In: Proceedings of the ESOCC 2016 (2016) Képes, K., Breitenbücher, U., Gómez Sáez, S., Guth, J., Leymann, F., Wieland, M.: Situation-aware execution and dynamic adaptation of traditional workflow models. In: Proceedings of the ESOCC 2016 (2016)
20.
Zurück zum Zitat Lange, R., Cipriani, N., Geiger, L., Großmann, M., Weinschrott, H., Brodt, A., Wieland, M., Rizou, S., Rothermel, K.: Making the world wide space happen: new challenges for the nexus context platform. In: Proceedings of the 7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom ’09). Galveston, TX, USA. March 2009 (2009) Lange, R., Cipriani, N., Geiger, L., Großmann, M., Weinschrott, H., Brodt, A., Wieland, M., Rizou, S., Rothermel, K.: Making the world wide space happen: new challenges for the nexus context platform. In: Proceedings of the 7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom ’09). Galveston, TX, USA. March 2009 (2009)
21.
Zurück zum Zitat Leymann F, Roller D (2000) Production workflow: concepts and techniques. Prentice Hall PTR, Upper Saddle River, NJ, USAMATH Leymann F, Roller D (2000) Production workflow: concepts and techniques. Prentice Hall PTR, Upper Saddle River, NJ, USAMATH
22.
Zurück zum Zitat Meunier, R.: The pipes and filters architecture. In: Pattern languages of program design (1995) Meunier, R.: The pipes and filters architecture. In: Pattern languages of program design (1995)
23.
Zurück zum Zitat Mormul, M., Hirmer, P., Wieland, M., Mitschang, B.: Situation model as interface between situation recognition and situation-aware applications. In: Proceedings of the 10th Symposium and Summer School On Service-Oriented Computing (2016) Mormul, M., Hirmer, P., Wieland, M., Mitschang, B.: Situation model as interface between situation recognition and situation-aware applications. In: Proceedings of the 10th Symposium and Summer School On Service-Oriented Computing (2016)
24.
Zurück zum Zitat Mundbrod, N., Grambow, G., Kolb, J., Reichert, M.: Context-aware process injection: enhancing process flexibility by late extension of process instances. In: Proceedings of CoopIS’15) (2015) Mundbrod, N., Grambow, G., Kolb, J., Reichert, M.: Context-aware process injection: enhancing process flexibility by late extension of process instances. In: Proceedings of CoopIS’15) (2015)
25.
Zurück zum Zitat Franco da Silva, A.C., Hirmer, P., Wieland, M., Mitschang, B.: SitRS XT—towards near real time situation recognition. In: Proceedings of the 31st Brazilian Symposium of Databases (SBBD) (2016) Franco da Silva, A.C., Hirmer, P., Wieland, M., Mitschang, B.: SitRS XT—towards near real time situation recognition. In: Proceedings of the 31st Brazilian Symposium of Databases (SBBD) (2016)
26.
Zurück zum Zitat Vermesan, O., Friess, P.: Internet of Things: converging technologies for smart environments and integrated ecosystems. River Publishers (2013) Vermesan, O., Friess, P.: Internet of Things: converging technologies for smart environments and integrated ecosystems. River Publishers (2013)
27.
Zurück zum Zitat Wang, X., Zhang, D.Q., Gu, T., Pung, H.: Ontology based context modeling and reasoning using OWL. In: Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops (2004) Wang, X., Zhang, D.Q., Gu, T., Pung, H.: Ontology based context modeling and reasoning using OWL. In: Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops (2004)
28.
Zurück zum Zitat Wieland, M., Kopp, O., Nicklas, D., Leymann, F.: Towards context-aware workflows. In: Pernici, B., Gulla, J.A. (eds.) Proceedings of CAiSE07, pp. 577–591. Tapir Acasemic Press (2007) Wieland, M., Kopp, O., Nicklas, D., Leymann, F.: Towards context-aware workflows. In: Pernici, B., Gulla, J.A. (eds.) Proceedings of CAiSE07, pp. 577–591. Tapir Acasemic Press (2007)
29.
Zurück zum Zitat Wieland, M., Schwarz, H., Breitenbücher, U., Leymann, F.: Towards situation-aware adaptive workflows. In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom) (2015) Wieland, M., Schwarz, H., Breitenbücher, U., Leymann, F.: Towards situation-aware adaptive workflows. In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom) (2015)
30.
Zurück zum Zitat Wieland, M., Schwarz, H., Breitenbücher, U., Leymann, F.: Towards situation-aware adaptive workflows: Sitopt—a general purpose situation-aware workflow management system. In: Proceedings of PerCom’15, pp. 32–37. IEEE (2015) Wieland, M., Schwarz, H., Breitenbücher, U., Leymann, F.: Towards situation-aware adaptive workflows: Sitopt—a general purpose situation-aware workflow management system. In: Proceedings of PerCom’15, pp. 32–37. IEEE (2015)
31.
Zurück zum Zitat Wolf, H., Herrmann, K., Rothermel, K.: Modeling dynamic context awareness for situated workflows, pp. 98–107. Springer (2009) Wolf, H., Herrmann, K., Rothermel, K.: Modeling dynamic context awareness for situated workflows, pp. 98–107. Springer (2009)
32.
Zurück zum Zitat Zweigle, O., Häussermann, K., Käppeler, U.P., Levi, P.: Supervised learning algorithm for automatic adaption of situation templates using uncertain data. In: Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human (2009) Zweigle, O., Häussermann, K., Käppeler, U.P., Levi, P.: Supervised learning algorithm for automatic adaption of situation templates using uncertain data. In: Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human (2009)
Metadaten
Titel
Situation recognition and handling based on executing situation templates and situation-aware workflows
verfasst von
Pascal Hirmer
Matthias Wieland
Holger Schwarz
Bernhard Mitschang
Uwe Breitenbücher
Santiago Gómez Sáez
Frank Leymann
Publikationsdatum
08.10.2016
Verlag
Springer Vienna
Erschienen in
Computing / Ausgabe 2/2017
Print ISSN: 0010-485X
Elektronische ISSN: 1436-5057
DOI
https://doi.org/10.1007/s00607-016-0522-9

Weitere Artikel der Ausgabe 2/2017

Computing 2/2017 Zur Ausgabe

Premium Partner