Skip to main content
Erschienen in: Cluster Computing 4/2013

01.12.2013

Ontology as a Service (OaaS): extracting and replacing sub-ontologies on the cloud

verfasst von: Andrew Flahive, David Taniar, Wenny Rahayu

Erschienen in: Cluster Computing | Ausgabe 4/2013

Einloggen

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

search-config
loading …

Abstract

Cloud computing is founded by the concept of service computing, where everything is a service—computing services are now utilities. There are various known services in cloud computing. At the moment, there are Software as a Service (SaaS), Platform as a Service (PaaS), Hardware/Infrastructure as a Service (HaaS/IaaS), and Database as a Service (DaaS). In this paper, we propose Ontology as a Service (OaaS), which is an ontology tailoring process service in the cloud. In particular, we focus on sub-ontology extraction and replacement on the cloud. We use the Maximum Extraction method to facilitate this. UMLS meta-thesaurus ontology is used as a walk-through case study to illustrate our proposed method.

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 Abdulrazak, B., Chikhaoui, B., Gouin-Vallerand, C., Fraikin, B.: A standard ontology for smart spaces. Int. J. Web Grid Serv. 6(3), 244–268 (2010) CrossRef Abdulrazak, B., Chikhaoui, B., Gouin-Vallerand, C., Fraikin, B.: A standard ontology for smart spaces. Int. J. Web Grid Serv. 6(3), 244–268 (2010) CrossRef
2.
Zurück zum Zitat Bhatt, M., Flahive, A., Wouters, C., Rahayu, J.W., Taniar, D., Dillon, T.S.: A distributed approach to sub-ontology extraction. In: AINA (1), pp. 636–641. IEEE Computer Society Press, Los Alamitos (2004) Bhatt, M., Flahive, A., Wouters, C., Rahayu, J.W., Taniar, D., Dillon, T.S.: A distributed approach to sub-ontology extraction. In: AINA (1), pp. 636–641. IEEE Computer Society Press, Los Alamitos (2004)
3.
Zurück zum Zitat Bhatt, M., Wouters, C., Flahive, A., Rahayu, J.W., Taniar, D.: Semantic completeness in sub-ontology extraction using distributed methods. In: Laganà, A., Gavrilova, M.L., Kumar, V., Mun, Y., Tan, C.J.K., Gervasi, O. (eds.) ICCSA (3). Lecture Notes in Computer Science, vol. 3045, pp. 508–517. Springer, Berlin (2004) Bhatt, M., Wouters, C., Flahive, A., Rahayu, J.W., Taniar, D.: Semantic completeness in sub-ontology extraction using distributed methods. In: Laganà, A., Gavrilova, M.L., Kumar, V., Mun, Y., Tan, C.J.K., Gervasi, O. (eds.) ICCSA (3). Lecture Notes in Computer Science, vol. 3045, pp. 508–517. Springer, Berlin (2004)
4.
Zurück zum Zitat Bhatt, M., Flahive, A., Wouters, C., Rahayu, W., Taniar, D.: Move: a distributed framework for materialized ontology view extraction. Algorithmica 45(3), 457–481 (2006) CrossRefMATH Bhatt, M., Flahive, A., Wouters, C., Rahayu, W., Taniar, D.: Move: a distributed framework for materialized ontology view extraction. Algorithmica 45(3), 457–481 (2006) CrossRefMATH
5.
Zurück zum Zitat Chua, W.W.K., Goh, A.E.S.: Techniques for discovering correspondences between ontologies. Int. J. Web Grid Serv. 6(3), 213–243 (2010) CrossRef Chua, W.W.K., Goh, A.E.S.: Techniques for discovering correspondences between ontologies. Int. J. Web Grid Serv. 6(3), 213–243 (2010) CrossRef
6.
Zurück zum Zitat Chuang, C.-C., Kao, S.-J.: Adjustable flooding-based discovery with multiple qoss for cloud services acquisition. Int. J. Web Grid Serv. 7(2), 208–224 (2011) CrossRef Chuang, C.-C., Kao, S.-J.: Adjustable flooding-based discovery with multiple qoss for cloud services acquisition. Int. J. Web Grid Serv. 7(2), 208–224 (2011) CrossRef
7.
Zurück zum Zitat Flahive, A., Rahayu, J.W., Taniar, D., Apduhan, B.O.: A distributed ontology framework for the grid. In: Liew, K.-M., Shen, H., See, S., Cai, W., Fan, P., Horiguchi, S. (eds.) PDCAT. Lecture Notes in Computer Science, vol. 3320, pp. 68–71. Springer, Berlin (2004) Flahive, A., Rahayu, J.W., Taniar, D., Apduhan, B.O.: A distributed ontology framework for the grid. In: Liew, K.-M., Shen, H., See, S., Cai, W., Fan, P., Horiguchi, S. (eds.) PDCAT. Lecture Notes in Computer Science, vol. 3320, pp. 68–71. Springer, Berlin (2004)
8.
Zurück zum Zitat Flahive, A., Rahayu, J.W., Taniar, D., Apduhan, B.O.: A distributed ontology framework in the semantic grid environment. In: AINA, pp. 193–196. IEEE Computer Society Press, Los Alamitos (2005) Flahive, A., Rahayu, J.W., Taniar, D., Apduhan, B.O.: A distributed ontology framework in the semantic grid environment. In: AINA, pp. 193–196. IEEE Computer Society Press, Los Alamitos (2005)
9.
Zurück zum Zitat Flahive, A., Rahayu, W., Taniar, D., Apduhan, B.O.: A service oriented architecture for extracting and extending sub-ontologies in the semantic grid. In: The IEEE International Conference on Advanced Information Networking and Applications AINA. IEEE Computer Society, Los Alamitos (2007) Flahive, A., Rahayu, W., Taniar, D., Apduhan, B.O.: A service oriented architecture for extracting and extending sub-ontologies in the semantic grid. In: The IEEE International Conference on Advanced Information Networking and Applications AINA. IEEE Computer Society, Los Alamitos (2007)
10.
Zurück zum Zitat Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: Ontology tailoring in the semantic grid. Comput. Stand. Interfaces 31(5), 870–885 (2009) CrossRef Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: Ontology tailoring in the semantic grid. Comput. Stand. Interfaces 31(5), 870–885 (2009) CrossRef
11.
Zurück zum Zitat Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: Ontology expansion: appending with extracted sub-ontology. Log. J. IGPL 19(5), 618–647 (2011) MathSciNetCrossRefMATH Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: Ontology expansion: appending with extracted sub-ontology. Log. J. IGPL 19(5), 618–647 (2011) MathSciNetCrossRefMATH
12.
13.
Zurück zum Zitat Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: A methodology for ontology update in the semantic grid environment. Concurr. Comput. (2012). doi:10.1002/cpe.2841 Flahive, A., Taniar, D., Rahayu, W., Apduhan, B.O.: A methodology for ontology update in the semantic grid environment. Concurr. Comput. (2012). doi:10.​1002/​cpe.​2841
14.
Zurück zum Zitat Flahive, A., Taniar, D., Rahayu, W., Nguyen, H.-Q.: Ontology as a Service (OaaS): extending sub-ontologies on the cloud. Future Gener. Comput. Syst. (2021, accepted for publication) Flahive, A., Taniar, D., Rahayu, W., Nguyen, H.-Q.: Ontology as a Service (OaaS): extending sub-ontologies on the cloud. Future Gener. Comput. Syst. (2021, accepted for publication)
15.
Zurück zum Zitat Kim, W.: Cloud computing adoption. Int. J. Web Grid Serv. 7(3), 225–245 (2011) CrossRef Kim, W.: Cloud computing adoption. Int. J. Web Grid Serv. 7(3), 225–245 (2011) CrossRef
16.
Zurück zum Zitat Kim, J., Kim, P., Chung, H.: Ontology construction using online ontologies based on selection, mapping and merging. Int. J. Web Grid Serv. 7(2), 170–189 (2011) CrossRef Kim, J., Kim, P., Chung, H.: Ontology construction using online ontologies based on selection, mapping and merging. Int. J. Web Grid Serv. 7(2), 170–189 (2011) CrossRef
17.
Zurück zum Zitat Koehler, M., Ruckenbauer, M., Janciak, I., Benkner, S., Lischka, H., Gansterer, W.N.: A grid services cloud for molecular modelling workflows. Int. J. Web Grid Serv. 6(2), 176–195 (2010) Koehler, M., Ruckenbauer, M., Janciak, I., Benkner, S., Lischka, H., Gansterer, W.N.: A grid services cloud for molecular modelling workflows. Int. J. Web Grid Serv. 6(2), 176–195 (2010)
18.
Zurück zum Zitat Ng, W.S., Kirchberg, M., Bressan, S., Tan, K.-L.: Towards a privacy-aware stream data management system for cloud applications. Int. J. Web Grid Serv. 7(3), 246–267 (2011) CrossRef Ng, W.S., Kirchberg, M., Bressan, S., Tan, K.-L.: Towards a privacy-aware stream data management system for cloud applications. Int. J. Web Grid Serv. 7(3), 246–267 (2011) CrossRef
19.
Zurück zum Zitat O’Leary, D.E.: Different firms, different ontologies, and no one best ontology. IEEE Intell. Syst. 15(5), 72–78 (2000) CrossRef O’Leary, D.E.: Different firms, different ontologies, and no one best ontology. IEEE Intell. Syst. 15(5), 72–78 (2000) CrossRef
20.
Zurück zum Zitat Petruch, K., Stantchev, V., Tamm, G.: A survey on it-governance aspects of cloud computing. Int. J. Web Grid Serv. 7(3), 268–303 (2011) CrossRef Petruch, K., Stantchev, V., Tamm, G.: A survey on it-governance aspects of cloud computing. Int. J. Web Grid Serv. 7(3), 268–303 (2011) CrossRef
21.
Zurück zum Zitat Taniar, D., Rahayu, W. (eds.): Web Semantics and Ontology. Idea Group, Hershey (2006) Taniar, D., Rahayu, W. (eds.): Web Semantics and Ontology. Idea Group, Hershey (2006)
22.
Zurück zum Zitat UMLS: UMLS Knowledge Sources. Unified Medical Language System, 13th edn. US Department of Health and Human Services, National Institutes of Health, National Library of Medicine, Washington (2002) UMLS: UMLS Knowledge Sources. Unified Medical Language System, 13th edn. US Department of Health and Human Services, National Institutes of Health, National Library of Medicine, Washington (2002)
24.
Zurück zum Zitat Wouters, C.: A formalization and application of ontology extraction. PhD thesis, La Trobe University, Melbourne, Australia (2005) Wouters, C.: A formalization and application of ontology extraction. PhD thesis, La Trobe University, Melbourne, Australia (2005)
25.
Zurück zum Zitat Wouters, C., Dillon, T., Rahayu, W., Chang, E.: A practical walkthrough of the ontology derivation rules. In: DEXA2002, pp. 259–268 (2002) Wouters, C., Dillon, T., Rahayu, W., Chang, E.: A practical walkthrough of the ontology derivation rules. In: DEXA2002, pp. 259–268 (2002)
26.
Zurück zum Zitat Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R.: Ontologies on the move. In: Database Systems for Advanced Application (DASFAA 2004). Lecture Notes in Computer Science, pp. 812–823. Springer, Berlin (2004) CrossRef Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R.: Ontologies on the move. In: Database Systems for Advanced Application (DASFAA 2004). Lecture Notes in Computer Science, pp. 812–823. Springer, Berlin (2004) CrossRef
27.
Zurück zum Zitat Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R.: A practical approach to the derivation of materialized ontology views. In: Taniar, D., Rahayu, W. (eds.) Web Information Systems, pp. 191–226. Idea Group, Hershey (2004) Wouters, C., Dillon, T., Rahayu, W., Chang, E., Meersman, R.: A practical approach to the derivation of materialized ontology views. In: Taniar, D., Rahayu, W. (eds.) Web Information Systems, pp. 191–226. Idea Group, Hershey (2004)
Metadaten
Titel
Ontology as a Service (OaaS): extracting and replacing sub-ontologies on the cloud
verfasst von
Andrew Flahive
David Taniar
Wenny Rahayu
Publikationsdatum
01.12.2013
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe 4/2013
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-012-0231-x

Weitere Artikel der Ausgabe 4/2013

Cluster Computing 4/2013 Zur Ausgabe