Integration of Ontologies and Model Driven Architecture

本体和模型驱动架构的集成

• 批准号: 15300043
• 负责人: YAMAGUCHI Takahira
• 金额: $ 10.11万
• 依托单位: KEIO UNIVERSITY (2004-2005)Shizuoka University (2003)
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (B)
• 财政年份: 2003
• 资助国家: 日本
• 起止时间: 2003 至 2005
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-15300043/
• 关键词: Domain Ontology; WordNet; EDR; Analysis Class Daigram; Property; オントロジー; 概念定義; OWL; ユースケース; オントロジー記述言語OWL; 共起性; クラス図; UML; モデル駆動アーキテクチャ(MDA)

This research aims at a domain ontology construction tool and its application to support upper stream of software development with UML diagrams.The tool takes a machine readable dictionary (MRD) and domain-specific texts. The taxonomic relationships come from WordNet in the interaction with a domain expert, using the following two strategies : match result analysis and trimmed result analysis. The non-taxonomic relationships come from domain-specific texts with the analysis of lexical co-occurrence statistics ; based on WordSpace to rep-resent lexical items according to how semantically close they are to one another. Based on this idea, we have implemented DODDLE-OWL (a Domain Ontology rapiD DeveLopment Environment-Web Ontology Language extension) with the following five modules : Input Module, Construction Module, Refinement Module, Visualization Module, and Translation Module. DODDLE-OWL supports the construction of both taxonomic relationships and non-taxonomic relationships in ontologies. We have done case studies in the field of law. The empirical results show us that our environment can support a user in constructing domain ontologies.On the other hand, we have designed a system that supports users in generating analysis class diagrams from user specific information, taking two kinds of ontologies : general ontologies and domain specific ontologies. By doing the match between nouns in use case descriptions and concepts from a domain ontology or super ordinate concepts from a general ontology, the system can extract necessary concepts, data properties and object properties to class.

本研究旨在开发一种领域本体构建工具及其应用，以支持使用UML图进行软件开发的上游。该工具采用机读词典（MRD）和特定于领域的文本。分类关系来自WordNet与领域专家的交互，使用以下两种策略：匹配结果分析和修剪结果分析。非分类关系来源于特定领域的文本，通过对词汇共现统计的分析，基于WordSpace根据词汇之间的语义接近程度来表示词汇项。基于这一思想，我们实现了DODDLE-OWL（一个领域本体快速开发环境-Web本体语言扩展），包括以下五个模块：输入模块，构造模块，精化模块，可视化模块和翻译模块。DODDLE-OWL支持本体中分类关系和非分类关系的构建。我们在法律领域进行了案例研究。实验结果表明，我们的环境可以支持用户构建领域本体。另一方面，我们设计了一个系统，支持用户生成分析类图从用户特定的信息，采取两种本体：一般本体和领域特定的本体。通过对用例描述中的名词与领域本体中的概念或通用本体中的上位概念进行匹配，系统可以提取出必要的概念、数据属性和对象属性进行分类。

项目成果

MR3 : Meta-Model Management based on RDFs Revision Reflection

MR3：基于RDF修订反射的元模型管理

• 发表时间: 2004
• 期刊: 6^<th> Joint Conference on Knowledge Based Software Eng. Frontiers in AI and Applications (IOS Press) 108
• 作者: Takeshi Morita;Takeshi Morita;Takeshi Morita;山口高平;Naoki Fukuta;Takahira Yamaguchi;Naoki Fukuta;Takeshi Morita;山口高平;山口高平;福田直樹;吉田享子;Masaki Kurematsu;Naoki Sugiura;Masaki Kurematsu;Naoki Sugiura;Masaki Kurematsu;Naoki Sugiura;Takeshi Morita
• 通讯作者: Takeshi Morita

Naoki Sugiura: "A Domain Ontology Engineering Tool with General Ontologies and Text Corpus"2nd International Workshop on Evaluation of Ontology-based Tools connected with 2nd International Semantic Web Conference. 1. 71-82 (2003)

Naoki Sugiura：“具有通用本体和文本语料库的领域本体工程工具”与第二届国际语义网会议相关的第二届基于本体的工具评估国际研讨会。

Ch.16 AI Applications : Knowledge Management, in Encyclopedia of Artificial Intelligence (edited by Hozumi Tanaka)

第16章人工智能应用：知识管理，人工智能百科全书（田中穗美编辑）

• 发表时间: 2005
• 作者: Takeshi Morita;Takeshi Morita;Takeshi Morita;山口高平;Naoki Fukuta;Takahira Yamaguchi;Naoki Fukuta;Takeshi Morita;山口高平;山口高平;福田直樹;吉田享子;Masaki Kurematsu;Naoki Sugiura;Masaki Kurematsu;Naoki Sugiura;Masaki Kurematsu;Naoki Sugiura;Takeshi Morita;Takeshi Morita;Satoshi Minegishi;Kouichi Terai;Kouichi TERAI;山口高平(分担執筆);Takahira Yamaguchi
• 通讯作者: Takahira Yamaguchi

寺井公一: "多粒度リポジトリに基づくビジネスアプリケーション構築支援環境"電気学会論文誌C. 123-C, 11. 2046-2055 (2003)

Koichi Terai：《基于多粒度存储库的业务应用构建支持环境》Transactions of the Institute of Electrical Engineers of Japan C. 123-C, 11. 2046-2055 (2003)

DODDLE II: A Domain Ontology Development Environment Using a MRD and Text Corpus

• 发表时间: 2004-04
• 期刊: IEICE Trans. Inf. Syst.
• 作者: M. Kurematsu;Takamasa Iwade;N. Nakaya;Takahira Yamaguchi