• Title/Summary/Keyword: Web Ontology

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Semi-Automatic Ontology Construction from HTML Documents: A conversion of Text-formed Information into OWL 2

  • Im, Chan jong;Kim, Do wan
    • International Journal of Contents
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    • v.12 no.2
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    • pp.24-30
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    • 2016
  • Ontology is known to be one of the most important technologies in achieving semantic web. It is critical as it represents the knowledge in a machine readable state. World Wide Web Consortium (W3C) has been contributing to the development of ontology for the last several years. However, the recommendation of W3C left out HTML despite the massive amount of information it contains. Also, it is difficult and time consuming to keep up with all the technologies especially in the case of constructing ontology. Thus, we propose a module and methods that reuse HTML documents, extract necessary information from HTML tags and mapping it to OWL 2. We will be combining two kinds of approaches which will be the structural refinement for making an ontology skeleton and linguistic approach for adding detailed information onto the skeleton.

A Comparison of Ontology Tools Based on OWL (OWL 기반의 온톨로지 도구 비교분석)

  • Ihm, Hyoung-Shin;Hwang, Yun-Young;Eom, Dong-Myuong;Lee, Kyu-Chul
    • Korean Journal of Oriental Medicine
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    • v.12 no.1
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    • pp.1-12
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    • 2006
  • Recently according to the WIPO's policy of preserving traditional knowledge, constructing the database of traditional knowledge is in progress. To maximize the retrieving power of the knowledge resource systems which will be developed later, it is necessary to construct the ontology for the concepts used by traditional knowledge. In order to construct the ontology systematically, a standardized ontology representation method is needed, and OWL(Web Ontology Language) is the recommendation of W3C(World Wide Web Consortium) and is widely used. Ontology tools can be used to ease the construction of OWL ontology, but no research about the comparison of OWL ontology tools exists. This paper compares the tools of OWL by an objective point of view and with that one can make a decision of using the appropriate tool for constructing OWL ontologies.

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Recommendation Method using Levelized Context Ontology Model on the Semantic Web Environment (시맨틱 웹 환경에서의 레벨화된 컨텍스트 온톨로지를 이용한 추천 기법)

  • Kown, Joon Hee;Kim, Sung Rim
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.2
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    • pp.95-100
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    • 2009
  • The Semantic Web is an evolving extension of the WWW in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the requests of people and machines to use the web content. The sementic web relied on the ontologies that structure underling data for the purpose of comprehensive and transportable machine understanding. The Semantic Web relies on the ontologies that structure underlying data for the purpose of comprehensive and transportable machine understanding. And recommendation systems have been developed as a solution to the abundance of choice people face in many situations. This paper shows that the new recommendation method is suitable for effective recommendation on the semantic web. We present a new procedure for improving the effective recommendation by using the levelized context ontology. Our experimental results also confirm that our method has good recommendation time. Our proposed method can be generalized to fit other application domains.

Ontology-based Semantic Assembly Modeling for Collaborative Product Design (협업적 제픔 설계를 위한 온톨로지 기반 시맨틱 조립체 모델링)

  • Yang Hyung-Jeong;Kim Kyung-Yun;Kim Soo-Hyung
    • The KIPS Transactions:PartB
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    • v.13B no.2 s.105
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    • pp.139-148
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    • 2006
  • In the collaborative product design environment, the communication between designers is important to capture design intents and to share a common view among the different but semantically similar terms. The Semantic Web supports integrated and uniform access to information sources and services as well as intelligent applications by the explicit representation of the semantics buried in ontology. Ontologies provide a source of shared and precisely defined terms that can be used to describe web resources and improve their accessibility to automated processes. Therefore, employing ontologies on assembly modeling makes assembly knowledge accurate and machine interpretable. In this paper, we propose a framework of semantic assembly modeling using ontologies to share design information. An assembly modeling ontology plays as a formal, explicit specification of a shared conceptualization of assembly design modeling. In this paper, implicit assembly constraints are explicitly represented using OWL (Web Ontology Language) and SWRL (Semantic Web Rule Language). The assembly ontology also captures design rationale including joint intent and spatial relationships.

Prototype of Crops Information System based on Ontology and WebGIS (Ontology와 WebGIS 기반 프로토타입 농작물 작황 정보시스템 구축)

  • Lee, Hong-Ro;Baek, Jeong-Hyun;Baek, Jeong-Ho
    • Journal of the Korean Association of Geographic Information Studies
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    • v.11 no.3
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    • pp.43-51
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    • 2008
  • In this paper, we present WebGIS techniques that can acquire more information from users who offered information and location of region's crops. So that it can be search the information based on Ontology defining Metadata for understand and control more accurately. And this paper shows how to implement about prototype of crops information system for obtaining information of location. Our object is to offer results Service form search, to analyze question of user and to show the exact geographic information about question of user. So this paper can be provide convenience to users that can be show Semantic WebGIS system.

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Implementation and Design of College Information Retrieval System Based On Ontology (온톨로지 기반 대학정보 검색 시스템의 설계 및 구현)

  • Park, Jong-Hoon;Kim, Chul-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.2
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    • pp.296-301
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    • 2012
  • Currently, in order to develop an intelligent search engine to help users retrieve information effectively, many metodes have been used. The effective retrieval methods of these methods use ontology technology. Ontology technology is the core of the Semantic Web. In the Semantic Web, ontology technology can be used to retrieve related information through the inference engine more accurately and simply on the Semantic Web. In this paper, we implement and design college information retrieval based on ontology to retrieve college class, graduate school class and person class. We have collected the hierarchy structure about the College, graduate school and person informations, and we have used protege editor of the ontology developing tool to design some ontologies with the College informations collected. We also tested the designed ontology with the Inference Engine(Pellet) of protege editor, and implemented college information retrieval system using Inference Engine(Jena) for web services.

Semi-Automatic Ontology Generation about XML Documents using Data Mining Method (데이터 마이닝 기법을 이용한 XML 문서의 온톨로지 반자동 생성)

  • Gu Mi-Sug;Hwang Jeong-Hee;Ryu Keun-Ho;Hong Jang-Eui
    • The KIPS Transactions:PartD
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    • v.13D no.3 s.106
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    • pp.299-308
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    • 2006
  • As recently XML is becoming the standard of exchanging web documents and public documentations, XML data are increasing in many areas. To retrieve the information about XML documents efficiently, the semantic web based on the ontology is appearing. The existing ontology has been constructed manually and it was time and cost consuming. Therefore in this paper, we propose the semi-automatic ontology generation technique using the data mining technique, the association rules. The proposed method solves what type and how many conceptual relationships and determines the ontology domain level for the automatic ontology generation, using the data mining algorithm. Appying the association rules to the XML documents, we intend to find out the conceptual relationships to construct the ontology, finding the frequent patterns of XML tags in the XML documents. Using the conceptual ontology domain level extracted from the data mining, we implemented the semantic web based on the ontology by XML Topic Maps (XTM) and the topic map engine, TM4J.

Ontology data processing method in distributed semantic web environment (분산 시맨틱웹 환경에서의 온톨로지 데이터 처리 기법 연구)

  • Kim, Byung-Gon;Oh, Sung-Kyun
    • Journal of Digital Contents Society
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    • v.9 no.2
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    • pp.277-284
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    • 2008
  • As the increasing of users' request about internet web service, the importance of ontology to construct semantic web is increasing now. Early Internet data processing was studied in the form of data integration through centralized ontology construction. However, because of distributed environment of internet, when integrating data of distributed site, it is required to integrate data of each site in terms of peer-to-peer data processing for corresponding to fast change of internet. In this paper, in distributed environment, we propose data processing method which construct ontology in each site with ontology language OWL. Furthermore, through relational representation of OWL, we propose the system containing distributed query processing for data constructed in different site with different method.

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A Study on Methodology for Efficient Ontology Reasoning in the Semantic Web (시맨틱 웹에서의 효율적인 온톨로지 추론을 위한 개선방법에 관한 연구)

  • Hong, June-Seok
    • The Journal of Society for e-Business Studies
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    • v.13 no.3
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    • pp.85-101
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    • 2008
  • The semantic web is taken as next generation standards of information exchange on the internet to overcome the limitations of the current web. To utilize the information on the semantic web, tools are required the functionality of query search and reasoning for the ontology. However, most of semantic web management tools cannot efficiently support the search for the complex query because they apply Triple-based storage structure about RDF metadata. We design the storage structure of the ontology in corresponding with the structure of ontology data and develop the search system(SMART-DLTriple) to support complex query search efficiently in this research. The performance of the system using new storage structure is evaluated to compare with the popular semantic web management systems. The proposed method and system make a contribution to enhancement of a practical ontology reasoning systems due to improved performance of the ontology search.

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Design & Implementation of an Ontology for Relic Search in Museums (시맨틱 웹 기반 박물관 유물 검색을 위한 온톨로지 설계 및 구현)

  • Park, Jin-Seuk;Yang, Gi-Chul;Oh, Jeong-Jin
    • Proceedings of the Korea Contents Association Conference
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    • 2004.11a
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    • pp.269-274
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    • 2004
  • Because of the rapid development of internet and Various Types. huge amount and Various types of data are available on the web there days. The tasks such as information retrieval, composition and integration are not easy on the web which contains such huge amount of data. In order to solve these problems W3C introduced Semantic Web as a next generation Web. Semantic Web guarantee the cooperation between heterogeneous Systems and improve reusability of information by providing the machine understandable Web data. In this paper. We design develop an ontology for the museum. The implemented ontology can be used as a standard ontology for the relic search in a museum.

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