Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents

Naohiro Nakamura, Susumu Tamagawa, Takeshi Morita, Pavel Přibyl, Hironao Kawashima, Takahira Yamaguchi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In order to efficiently build up ITS ontologies, we take three steps: automatic process from documents and manual process by ITS experts with ontology editor and then the integration process into refined ITS ontologies in our going project. This paper focuses on how to automatically construct ITS Ontologies from ITS standard documents with Structure Analysis and WordSpace Analysis by exploiting sentence patterns specific to ITS documents. The case studies with EFC standard documents show us that the proposed automatic process goes well as the preliminary results.

Original languageEnglish
Title of host publication20th ITS World Congress Tokyo 2013
PublisherIntelligent Transportation Society of America
Publication statusPublished - 2013
Event20th Intelligent Transport Systems World Congress, ITS 2013 - Tokyo, Japan
Duration: 2013 Oct 142013 Oct 18

Other

Other20th Intelligent Transport Systems World Congress, ITS 2013
CountryJapan
CityTokyo
Period13/10/1413/10/18

Fingerprint

ontology
Ontology
editor
expert

Keywords

  • ITS
  • Knowledge system
  • Ontology
  • Standardization

ASJC Scopus subject areas

  • Artificial Intelligence
  • Automotive Engineering
  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Mechanical Engineering
  • Transportation
  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Nakamura, N., Tamagawa, S., Morita, T., Přibyl, P., Kawashima, H., & Yamaguchi, T. (2013). Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents. In 20th ITS World Congress Tokyo 2013 Intelligent Transportation Society of America.

Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents. / Nakamura, Naohiro; Tamagawa, Susumu; Morita, Takeshi; Přibyl, Pavel; Kawashima, Hironao; Yamaguchi, Takahira.

20th ITS World Congress Tokyo 2013. Intelligent Transportation Society of America, 2013.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nakamura, N, Tamagawa, S, Morita, T, Přibyl, P, Kawashima, H & Yamaguchi, T 2013, Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents. in 20th ITS World Congress Tokyo 2013. Intelligent Transportation Society of America, 20th Intelligent Transport Systems World Congress, ITS 2013, Tokyo, Japan, 13/10/14.
Nakamura N, Tamagawa S, Morita T, Přibyl P, Kawashima H, Yamaguchi T. Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents. In 20th ITS World Congress Tokyo 2013. Intelligent Transportation Society of America. 2013
Nakamura, Naohiro ; Tamagawa, Susumu ; Morita, Takeshi ; Přibyl, Pavel ; Kawashima, Hironao ; Yamaguchi, Takahira. / Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents. 20th ITS World Congress Tokyo 2013. Intelligent Transportation Society of America, 2013.
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