Skip to main content
Top

2018 | OriginalPaper | Chapter

Construction and Application of Fuzzy Ontology

Authors : Li Lin, Jin Liu, Yuhui Zheng

Published in: Advances in Computer Science and Ubiquitous Computing

Publisher: Springer Singapore

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

search-config
loading …

Abstract

Nowadays, there are a lot of ontology construction methods, but they cannot express ontology clearly. In this paper, we compare the existing ontology construction methods and then summarize the advantages and disadvantages of these methods. Unlike previous work, we focus our attention on the fuzzy ontology and propose a semi-automatic method for constructing fuzzy domain ontology. Then we apply it to guide the crawler in sorting the web pages in the shipping field. The experimental results show that our method has a better effect on the ranking of web pages.

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!

Literature
1.
go back to reference Jones, M.V., Coviello, N., Tang, Y.K.: International entrepreneurship research (1989–2009): a domain ontology and thematic analysis. J. Bus. Ventur. 26, 632–659 (2011)CrossRef Jones, M.V., Coviello, N., Tang, Y.K.: International entrepreneurship research (1989–2009): a domain ontology and thematic analysis. J. Bus. Ventur. 26, 632–659 (2011)CrossRef
2.
go back to reference Calegari, S., Ciucci, D.: Fuzzy ontology and fuzzy-OWL in the KAON project. In: IEEE International Conference on Fuzz-IEEE, pp. 1–6 (2007) Calegari, S., Ciucci, D.: Fuzzy ontology and fuzzy-OWL in the KAON project. In: IEEE International Conference on Fuzz-IEEE, pp. 1–6 (2007)
3.
go back to reference Fu, H.-G., Liu, L., Zhong, X.-Q., et al.: Semi-automatic construction of plane geometry ontology based-on WordNet and Wikipedia. J. Univ. Electron. Sci. Technol. China 575–580 (2014) Fu, H.-G., Liu, L., Zhong, X.-Q., et al.: Semi-automatic construction of plane geometry ontology based-on WordNet and Wikipedia. J. Univ. Electron. Sci. Technol. China 575–580 (2014)
4.
go back to reference Gao, Z.-Q., Pan, Y., Ma, L., et al.: Principle and Application of the Semantic Web, pp. 81–85. China Machine Press, Beijing (2009) Gao, Z.-Q., Pan, Y., Ma, L., et al.: Principle and Application of the Semantic Web, pp. 81–85. China Machine Press, Beijing (2009)
5.
go back to reference Siau, K.: Information and computational equivalence in comparing information modeling methods. J. Database Manag. 15, 73–86 (2004)CrossRef Siau, K.: Information and computational equivalence in comparing information modeling methods. J. Database Manag. 15, 73–86 (2004)CrossRef
6.
go back to reference Fernández, M.: Chemicals: Ontologia de Elementos Químicos. Proyecto Fin de Carrera, Fac. De Informática (1996). Unpublished Project Manuscript Fernández, M.: Chemicals: Ontologia de Elementos Químicos. Proyecto Fin de Carrera, Fac. De Informática (1996). Unpublished Project Manuscript
7.
go back to reference Ushold, M., King, M.: Towards a methodology for building ontologies. In: Workshop on Basic Ontological Issues in Knowledge Sharing, vol. 133, pp. 137–142 (1970) Ushold, M., King, M.: Towards a methodology for building ontologies. In: Workshop on Basic Ontological Issues in Knowledge Sharing, vol. 133, pp. 137–142 (1970)
9.
go back to reference Mao, Y.-M., Zhang, M.-S., Wang, G.-L., et al.: Landslide hazards mapping using uncertain Naïve Bayesian classification method. J. Cent. S. Univ. 22, 3512–3520 (2015)CrossRef Mao, Y.-M., Zhang, M.-S., Wang, G.-L., et al.: Landslide hazards mapping using uncertain Naïve Bayesian classification method. J. Cent. S. Univ. 22, 3512–3520 (2015)CrossRef
10.
go back to reference Navarro, G.: A guided tour to approximate string matching. ACM Comput. Surv. 33, 31–88 (2001)CrossRef Navarro, G.: A guided tour to approximate string matching. ACM Comput. Surv. 33, 31–88 (2001)CrossRef
11.
go back to reference McGuinness, D.L., Van Harmelen, F.: OWL web ontology language overview. W3C Recomm. 63, 990–996 (2004) McGuinness, D.L., Van Harmelen, F.: OWL web ontology language overview. W3C Recomm. 63, 990–996 (2004)
13.
go back to reference Papathepcharous, E., Belk, M., Germanakos, P., et al.: Towards implicit user modeling based on artificial intelligence, cognitive styles and web interaction data. Int. J. Artif. Intell. Tools. 23, 1004 (2014) Papathepcharous, E., Belk, M., Germanakos, P., et al.: Towards implicit user modeling based on artificial intelligence, cognitive styles and web interaction data. Int. J. Artif. Intell. Tools. 23, 1004 (2014)
Metadata
Title
Construction and Application of Fuzzy Ontology
Authors
Li Lin
Jin Liu
Yuhui Zheng
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7605-3_80