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

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

Department of Industrial and Systems Engineering

Research output: Contribution to conference › Paper › peer-review

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 language	English
Publication status	Published - 2013 Jan 1
Event	20th Intelligent Transport Systems World Congress, ITS 2013 - Tokyo, Japan Duration: 2013 Oct 14 → 2013 Oct 18

Other

Other	20th Intelligent Transport Systems World Congress, ITS 2013
Country/Territory	Japan
City	Tokyo
Period	13/10/14 → 13/10/18

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

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title = "Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents",

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.",

keywords = "ITS, Knowledge system, Ontology, Standardization",

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T1 - Automatic construction of ITS ontologies with structural and WordSpace analysis specific to ITS documents

AU - Nakamura, Naohiro

AU - Tamagawa, Susumu

AU - Morita, Takeshi

AU - Přibyl, Pavel

AU - Kawashima, Hironao

AU - Yamaguchi, Takahira

PY - 2013/1/1

Y1 - 2013/1/1

N2 - 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.

AB - 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.

KW - ITS

KW - Knowledge system

KW - Ontology

KW - Standardization

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M3 - Paper

AN - SCOPUS:84930183934

T2 - 20th Intelligent Transport Systems World Congress, ITS 2013

Y2 - 14 October 2013 through 18 October 2013

ER -

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

Abstract

Other

Keywords

ASJC Scopus subject areas

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