Skip to main content
Erschienen in:
Buchtitelbild

2016 | OriginalPaper | Buchkapitel

Utilizing Linked Open Data for Web Service Selection and Composition to Support e-Commerce Transactions

verfasst von : Nikolaos Vesyropoulos, Christos K. Georgiadis, Elias Pimenidis

Erschienen in: Computational Collective Intelligence

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Web Services (WS) have emerged during the past decades as a means for loosely coupled distributed systems to interact and communicate. Nevertheless, the abundance of services that can be retrieved online, often providing similar functionalities, can raise questions regarding the selection of the optimal service to be included in a value added composition. We propose a framework for the selection and composition of WS utilizing Linked open Data (LoD). The proposed method is based on RDF triples describing the functional and non-functional characteristics of WS. We aim at the optimal composition of services as a result of specific SPARQL queries and personalized weights for QoS criteria. Finally we utilize an approach based on the particle swarm optimization (PSO) method for the ranking of returned services.

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

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!

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"

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!

Literatur
1.
Zurück zum Zitat Ahmad, H., Dowaji, S.: Linked-OWL: a new approach for dynamic linked data service workflow composition. Webology 10(1), 21–30 (2013) Ahmad, H., Dowaji, S.: Linked-OWL: a new approach for dynamic linked data service workflow composition. Webology 10(1), 21–30 (2013)
2.
Zurück zum Zitat Al-Masri, E., Mahmoud, Q.H.: Discovering the best web service. In: 16th International Conference on World Wide Web, pp. 1257–1258 (2007) Al-Masri, E., Mahmoud, Q.H.: Discovering the best web service. In: 16th International Conference on World Wide Web, pp. 1257–1258 (2007)
3.
Zurück zum Zitat Al-Masri, E., Mahmoud, Q.H.: QoS-based discovery and ranking of web services. In: IEEE 16th International Conference on Computer Communications and Networks, pp. 529–534 (2007) Al-Masri, E., Mahmoud, Q.H.: QoS-based discovery and ranking of web services. In: IEEE 16th International Conference on Computer Communications and Networks, pp. 529–534 (2007)
4.
Zurück zum Zitat Alrifai, M., Risse, T., Nejdl, W.: A hybrid approach for efficient web service composition with end-to-end QoS constraints. ACM Trans. Web 6(2), 1–31 (2012)CrossRef Alrifai, M., Risse, T., Nejdl, W.: A hybrid approach for efficient web service composition with end-to-end QoS constraints. ACM Trans. Web 6(2), 1–31 (2012)CrossRef
5.
Zurück zum Zitat Alrifai, M., Skoutas, D., Risse, T.: Selecting skyline services for QoS-based web service composition. In: 19th International Conference on World Wide Web, pp. 11–20 (2010) Alrifai, M., Skoutas, D., Risse, T.: Selecting skyline services for QoS-based web service composition. In: 19th International Conference on World Wide Web, pp. 11–20 (2010)
6.
Zurück zum Zitat Bianchini, D., De Antonellis, V., Melchiori, M.: A linked data perspective for effective exploration of web APIs repositories. In: Daniel, F., Dolog, P., Li, Q. (eds.) ICWE 2013. LNCS, vol. 7977, pp. 506–509. Springer, Heidelberg (2013)CrossRef Bianchini, D., De Antonellis, V., Melchiori, M.: A linked data perspective for effective exploration of web APIs repositories. In: Daniel, F., Dolog, P., Li, Q. (eds.) ICWE 2013. LNCS, vol. 7977, pp. 506–509. Springer, Heidelberg (2013)CrossRef
7.
Zurück zum Zitat Chen, W., Paik, I.: Improving efficiency of service discovery using linked data-based service publication. Inf. Syst. Front. 15(4), 613–625 (2013)CrossRef Chen, W., Paik, I.: Improving efficiency of service discovery using linked data-based service publication. Inf. Syst. Front. 15(4), 613–625 (2013)CrossRef
8.
Zurück zum Zitat Fahad, M., Moalla, N., Ourzout, Y.: Dynamic execution of a business process via web service selection and orchestration. Procedia Comput. Sci. 51, 1655–1664 (2015)CrossRef Fahad, M., Moalla, N., Ourzout, Y.: Dynamic execution of a business process via web service selection and orchestration. Procedia Comput. Sci. 51, 1655–1664 (2015)CrossRef
9.
Zurück zum Zitat Kang, G., Liu, J., Tang, M., Xu, Y.: An effective dynamic web service selection strategy with global optimal QoS based on particle swarm optimization algorithm. In: 26th IEEE International Parallel and Distributed Processing Symposium Workshops and Ph.D. Forum, pp. 2280–2285 (2012) Kang, G., Liu, J., Tang, M., Xu, Y.: An effective dynamic web service selection strategy with global optimal QoS based on particle swarm optimization algorithm. In: 26th IEEE International Parallel and Distributed Processing Symposium Workshops and Ph.D. Forum, pp. 2280–2285 (2012)
10.
Zurück zum Zitat Kennedy, J., Eberhart, R.: Particle swarm optimization. IEEE Int. Conf. Neural Netw. 1995, 1942–1948 (1995) Kennedy, J., Eberhart, R.: Particle swarm optimization. IEEE Int. Conf. Neural Netw. 1995, 1942–1948 (1995)
11.
Zurück zum Zitat Kim, S., Berlocher, I., Lee, T.: RDF based linked open data management as a DaaS platform. In: First International Conference on Big Data, Small Data, Linked Data and Open Data, pp. 58–61 (2015) Kim, S., Berlocher, I., Lee, T.: RDF based linked open data management as a DaaS platform. In: First International Conference on Big Data, Small Data, Linked Data and Open Data, pp. 58–61 (2015)
12.
Zurück zum Zitat Krummenacher, R., Norton, B., Marte, A.: Towards linked open services and processes. In: Berre, A.J., Gómez-Pérez, A., Tutschku, K., Fensel, D. (eds.) FIS 2010. LNCS, vol. 6369, pp. 68–77. Springer, Heidelberg (2010)CrossRef Krummenacher, R., Norton, B., Marte, A.: Towards linked open services and processes. In: Berre, A.J., Gómez-Pérez, A., Tutschku, K., Fensel, D. (eds.) FIS 2010. LNCS, vol. 6369, pp. 68–77. Springer, Heidelberg (2010)CrossRef
13.
Zurück zum Zitat Neubert, J.: Linked data based library web services for economics. In: International Conference on Dublin Core and Metadata Applications, pp. 12–22. Dublin Core Metadata Initiative (2012) Neubert, J.: Linked data based library web services for economics. In: International Conference on Dublin Core and Metadata Applications, pp. 12–22. Dublin Core Metadata Initiative (2012)
14.
Zurück zum Zitat Norton, B., Krummenacher, R., Marte, A., Fensel, D.: Dynamic linked data via linked open services. In: Workshop on Linked Data in the Future Internet at the Future Internet Assembly, pp. 1–10 (2010) Norton, B., Krummenacher, R., Marte, A., Fensel, D.: Dynamic linked data via linked open services. In: Workshop on Linked Data in the Future Internet at the Future Internet Assembly, pp. 1–10 (2010)
15.
Zurück zum Zitat Norton, B., Stadtmüller, S.: Scalable discovery of linked services. In: 4th International Workshop on Resource Discovery, pp. 6–21 (2011) Norton, B., Stadtmüller, S.: Scalable discovery of linked services. In: 4th International Workshop on Resource Discovery, pp. 6–21 (2011)
16.
Zurück zum Zitat Stadtmüller, S.: Composition of linked data-based RESTful services. In: Cudré-Mauroux, P. (ed.) ISWC 2012, Part II. LNCS, vol. 7650, pp. 461–464. Springer, Heidelberg (2012)CrossRef Stadtmüller, S.: Composition of linked data-based RESTful services. In: Cudré-Mauroux, P. (ed.) ISWC 2012, Part II. LNCS, vol. 7650, pp. 461–464. Springer, Heidelberg (2012)CrossRef
17.
Zurück zum Zitat Vesyropoulos, N., Georgiadis, C.K.: QoS-based filters in web service compositions: utilizing multi-criteria decision analysis methods. J. Multi-criteria Decis. Anal. 22(5–6), 279–292 (2015)CrossRef Vesyropoulos, N., Georgiadis, C.K.: QoS-based filters in web service compositions: utilizing multi-criteria decision analysis methods. J. Multi-criteria Decis. Anal. 22(5–6), 279–292 (2015)CrossRef
18.
Zurück zum Zitat Wang, S., Sun, Q., Zou, H., Yang, F.: Particle swarm optimization with skyline operator for fast cloud-based web service composition. Mobile Networks Appl. 18(1), 116–121 (2013)CrossRef Wang, S., Sun, Q., Zou, H., Yang, F.: Particle swarm optimization with skyline operator for fast cloud-based web service composition. Mobile Networks Appl. 18(1), 116–121 (2013)CrossRef
19.
Zurück zum Zitat Wang, W., Sun, Q., Zhao, X., Yang, F.: An improved particle swarm optimization algorithm for QoS-aware web service selection in service oriented communication. Int. J. Comput. Intell. Syst. 3(1), 18–30 (2010)CrossRef Wang, W., Sun, Q., Zhao, X., Yang, F.: An improved particle swarm optimization algorithm for QoS-aware web service selection in service oriented communication. Int. J. Comput. Intell. Syst. 3(1), 18–30 (2010)CrossRef
20.
Zurück zum Zitat Zhang, T.: QoS-aware web service selection based on particle swarm optimization. J. Networks 9(3), 565–570 (2014) Zhang, T.: QoS-aware web service selection based on particle swarm optimization. J. Networks 9(3), 565–570 (2014)
Metadaten
Titel
Utilizing Linked Open Data for Web Service Selection and Composition to Support e-Commerce Transactions
verfasst von
Nikolaos Vesyropoulos
Christos K. Georgiadis
Elias Pimenidis
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-45243-2_49

Premium Partner