Skip to main content
Top

2015 | OriginalPaper | Chapter

Dynamic Skill Gap Analysis Using Ontology Matching

Authors : Ildikó Szabó, Gábor Neusch

Published in: Electronic Government and the Information Systems Perspective

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Different sources (best practices, rules and customer requirements) can trigger the need for adapting changes into organizational processes. This paper presents an ontology-based matching process and architecture that can be used to discover discrepancies and similarities between actual and required operation in that the latter is detecting by processing dynamically varying documents. The SMART system was elaborated to investigate the compliance between job market expectations and educational offers. This system is a use case of this architecture.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Footnotes
1
SMART project (Skill MAtching for Regional development-2012-1-ES1-LEO05-49395) LLP Leonardo da Vinci program. www.​smart-project.​org.
 
2
ProKEX project: Integrated Platform for Process-based Knowledge Extraction. EUREKA Proj. No.: EUREKA_HU_12-1-2012-0039. http://​prokex.​netpositive.​hu/​.
 
Literature
1.
go back to reference Borbásné Szabó, I.: Design of Higher Education Portfolio, Ph.D. dissertation, Corvinus University of Budapest, Hungary (2012) Borbásné Szabó, I.: Design of Higher Education Portfolio, Ph.D. dissertation, Corvinus University of Budapest, Hungary (2012)
3.
go back to reference Caballero, J.G., et al.: Developing and aligning competences in the tourism industry. the smart project experience. In: ICERI 2014 Proceedings, pp. 1013–1022 (2014) Caballero, J.G., et al.: Developing and aligning competences in the tourism industry. the smart project experience. In: ICERI 2014 Proceedings, pp. 1013–1022 (2014)
4.
go back to reference Castello, V., et al.: Enhancing competences dynamic alignment between job and education. contributions and evidences from the smart project. In: ICERI 2014 Proceedings, pp. 1131–1139 (2014) Castello, V., et al.: Enhancing competences dynamic alignment between job and education. contributions and evidences from the smart project. In: ICERI 2014 Proceedings, pp. 1131–1139 (2014)
5.
go back to reference Castello, V., et al.: The skill match challenge. evidences from the smart project. In: ICERI 2014 Proceedings, pp. 1182–1189 (2014) Castello, V., et al.: The skill match challenge. evidences from the smart project. In: ICERI 2014 Proceedings, pp. 1182–1189 (2014)
7.
go back to reference Choi, N., et al.: A survey on ontology mapping. SIGMOD Rec. 35, 34–41 (2006)CrossRef Choi, N., et al.: A survey on ontology mapping. SIGMOD Rec. 35, 34–41 (2006)CrossRef
8.
go back to reference Ding, Y., Foo, S.: Ontology research and development. part 2 - a review of ontology mapping and evolving. J. Inf. Sci. 28(5), 375–388 (2002) Ding, Y., Foo, S.: Ontology research and development. part 2 - a review of ontology mapping and evolving. J. Inf. Sci. 28(5), 375–388 (2002)
9.
go back to reference Ehrig, M., Sure, Y.: Ontology mapping – an integrated approach. In: Bussler, C.J., et al. (eds.) The Semantic Web: Research and Applications, pp. 76–91. Springer, Berlin Heidelberg (2004)CrossRef Ehrig, M., Sure, Y.: Ontology mapping – an integrated approach. In: Bussler, C.J., et al. (eds.) The Semantic Web: Research and Applications, pp. 76–91. Springer, Berlin Heidelberg (2004)CrossRef
10.
go back to reference Futó, I., Gábor, A., Kovács, B., Kő, A.: Higher Education Portfolio Alignment with World of Labour Needs. In: Enrico, F., Jochen, S., Maria, A.W. (eds.) Electronic Government: 7th International Conference, EGOV 2008; Proceedings of Ongoing Research, Project Contributions and Workshops, pp. 265--272, Turin, 1–4 September 2008. (Schriftenreihe Informatik (Linz, Austria); 27) Futó, I., Gábor, A., Kovács, B., Kő, A.: Higher Education Portfolio Alignment with World of Labour Needs. In: Enrico, F., Jochen, S., Maria, A.W. (eds.) Electronic Government: 7th International Conference, EGOV 2008; Proceedings of Ongoing Research, Project Contributions and Workshops, pp. 265--272, Turin, 1–4 September 2008. (Schriftenreihe Informatik (Linz, Austria); 27)
11.
go back to reference Gábor, A., Szabó, Z.: Semantic technologies in business process management. In: Fathi, M. (ed.) Integration of Practice-Oriented Knowledge Technology Trends and Prospectives, pp. 17–28. Springer, Heidelberg (2013)CrossRef Gábor, A., Szabó, Z.: Semantic technologies in business process management. In: Fathi, M. (ed.) Integration of Practice-Oriented Knowledge Technology Trends and Prospectives, pp. 17–28. Springer, Heidelberg (2013)CrossRef
12.
go back to reference Gillani, S.A., Kő, A.: Process-based knowledge extraction in a public authority: a text mining approach. In: Kő, A., Francesconi, E. (eds.) EGOVIS 2014. LNCS, vol. 8650, pp. 91–103. Springer, Heidelberg (2014)CrossRef Gillani, S.A., Kő, A.: Process-based knowledge extraction in a public authority: a text mining approach. In: Kő, A., Francesconi, E. (eds.) EGOVIS 2014. LNCS, vol. 8650, pp. 91–103. Springer, Heidelberg (2014)CrossRef
13.
go back to reference Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. Knowl. Eng. Rev. 18(01), 1–31 (2003)CrossRef Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. Knowl. Eng. Rev. 18(01), 1–31 (2003)CrossRef
14.
go back to reference Kő, A., Ternai, K.: A development method for ontology based business processes. In: Cunningham, P., Cunningham, M. (eds.) eChallenges 2011: Conference and Exhibition, pp. 125--131, 26-28 October 2011 (ISBN:978-1-905824-27-4) Kő, A., Ternai, K.: A development method for ontology based business processes. In: Cunningham, P., Cunningham, M. (eds.) eChallenges 2011: Conference and Exhibition, pp. 125--131, 26-28 October 2011 (ISBN:978-1-905824-27-4)
16.
go back to reference Neusch, G., Gábor, A.: Prokex – integrated platform for process-based knowledge extraction. In: ICERI 2014 Proceedings, pp. 3972–3977 (2014) Neusch, G., Gábor, A.: Prokex – integrated platform for process-based knowledge extraction. In: ICERI 2014 Proceedings, pp. 3972–3977 (2014)
18.
go back to reference Su, X.: A text categorization perspective for ontology mapping: Position paper. 832256 (2002) Su, X.: A text categorization perspective for ontology mapping: Position paper. 832256 (2002)
19.
go back to reference Szabó, I., Varga, K.: Knowledge-based compliance checking of business processes. In: Meersman, R., et al. (eds.) On the Move to Meaningful Internet Systems: OTM 2014 Conferences, pp. 597–611. Springer, Berlin Heidelberg (2014) Szabó, I., Varga, K.: Knowledge-based compliance checking of business processes. In: Meersman, R., et al. (eds.) On the Move to Meaningful Internet Systems: OTM 2014 Conferences, pp. 597–611. Springer, Berlin Heidelberg (2014)
20.
go back to reference Ternai, K., Török, M., Varga, K.: Combining knowledge management and business process management – a solution for information extraction from business process models focusing on BPM Challenges. In: Kő, A., Francesconi, E. (eds.) EGOVIS 2014. LNCS, vol. 8650, pp. 104–117. Springer, Heidelberg (2014)CrossRef Ternai, K., Török, M., Varga, K.: Combining knowledge management and business process management – a solution for information extraction from business process models focusing on BPM Challenges. In: Kő, A., Francesconi, E. (eds.) EGOVIS 2014. LNCS, vol. 8650, pp. 104–117. Springer, Heidelberg (2014)CrossRef
21.
go back to reference Vas, R.: Educational ontology and knowledge testing. Electron. J. Knowl. Manage. 5(1), 123–130 (2007) Vas, R.: Educational ontology and knowledge testing. Electron. J. Knowl. Manage. 5(1), 123–130 (2007)
Metadata
Title
Dynamic Skill Gap Analysis Using Ontology Matching
Authors
Ildikó Szabó
Gábor Neusch
Copyright Year
2015
Publisher
Springer International Publishing
DOI
https://doi.org/10.1007/978-3-319-22389-6_17

Premium Partner