• Title/Summary/Keyword: Semantic Web Technologies

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모바일 환경에서의 시맨틱 웹 기반 상품 정보 검색 웹 서비스 에이전트의 개발

  • 김우주;이성규;최대우
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2004.11a
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    • pp.299-304
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    • 2004
  • With the development of mobile and wireless environments, the Ubiquitous era has com on the base of technologies of Semantic Web and Web Services. To accelerate proliferation of the E-Commerce in the Ubiquitous era, the importance of information search is emphasized more and more and its time to need more intelligent search for product and service which can consider location and other context-aware related information. As a starting point to meet these requirements, we proposed more effective product information search service framework through web services under semantic web environment. Over the wireless internet and we also examined its technical validity with the prototype system, implemented prototype and investigated the technological possibility.

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On Developing a Semantic Annotation Tool for Managing Metadata of Web Documents based on XMP and Ontology (웹 문서의 메타데이터 관리를 위한 XMP 및 온톨로지 기반의 시맨틱 어노테이션 지원도구 개발)

  • Yang, Kyoung-Mo;Hwang, Suk-Hyung;Choi, Sung-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.7
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    • pp.1585-1600
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    • 2009
  • The goal of Semantic Web is to provide efficient and effective semantic search and web services based on the machine-processable semantic information of web resources. Therefore, the process of creating and adding computer-understandable metadata for a variety of web contents, namely, semantic annotation is one of the fundamental technologies for the semantic web. Recently, in order to manage annotation metadata, direct approach for embedding metadata into the document is mainly used in semantic annotation. However, many semantic annotation tools for web documents have been mainly worked with HTML documents, and most of these tools do not support semantic search functionalities using the metadata. In this paper, based on these problems and previous works, we propose the Ontology-based Semantic Annotation tool(OSA) to efficiently support semantic annotation for web documents(such as HTML, PDF). We define a semantic annotation model that represents ontological-semantic information by using RDFS(RDF Schema). Based on XMP(eXtensible Metadata Platform) standard, the model is encoded directly into the document. By using OSA with XMP, user can perform semantic annotation on web documents which are able to keep compatibility for managing annotation metadata. Eventually, the integrated semantic annotation metadata can be used effectively in semantic search for a variety of web contents.

A Study on Recommendation Method Based on Web 3.0

  • Kim, Sung Rim;Kwon, Joon Hee
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.4
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    • pp.43-51
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    • 2012
  • Web 3.0 is the next-generation of the World Wide Web and is included two main platforms, semantic technologies and social computing environment. The basic idea of web 3.0 is to define structure data and link them in order to more effective discovery, automation, integration, and reuse across various applications. The semantic technologies represent open standards that can be applied on the top of the web. The social computing environment allows human-machine co-operations and organizing a large number of the social web communities. In the recent years, recommender systems have been combined with ontologies to further improve the recommendation by adding semantics to the context on the web 3.0. In this paper, we study previous researches about recommendation method and propose a recommendation method based on web 3.0. Our method scores documents based on context tags and social network services. Our social scoring model is computed by both a tagging score of a document and a tagging score of a document that was tagged by a user's friends.

Development of Search Method using Semantic technologies about RESTful Web Services (시맨틱 기술을 활용한 RESTful 웹서비스의 검색 기법 개발)

  • Cha, Seung-Jun;Choi, Yun-Jeong;Lee, Kyu-Chul
    • Journal of Korea Spatial Information System Society
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    • v.12 no.1
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    • pp.100-104
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    • 2010
  • Recently with advent of Web 2.0, RESTful Web Services are becoming increasing trend to emphasize Web as platform. There are already many services and the number of service increases in very fast pace. So it is difficult to find the service what we want by keyword based search. To solve this problem, we developed the search method using sem antic technologies about RESTful Web Services. For that, first we define the system structure and model the description format based on the integrated search system for OpenAPIs, and then we add Semantic Markup (tagging, semantic annotation) on the HTML description pages. Next we extract RDF document from them and store it in service repository. Based on the keywords that are extended by means of ontology, the developed system provides more purified and extended results than similarity-based keyword searching system.

A Semantic Web Service for Tourism Information over the Mobile Web (시맨틱 웹에 기초한 모바일 관광정보 서비스)

  • Lee, Yang-Won
    • Journal of the Korean Geographical Society
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    • v.42 no.5
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    • pp.788-807
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    • 2007
  • To better publish geographical information on the Web, it is important to capture how Web technologies are changing. For a recent decade, Semantic Web has been developed by incorporating ontologies into the current Web, with an aim to make computers understand rather than simply display. Ontology, an explicit specification of a conceptualization, and the Semantic Web grounded on the ontology, have the potential for effective sharing and appropriate retrieval of geographical information. This paper describes a Semantic Web Service over the mobile Web that can offer pertinent tourism information according to user contexts. To do this, a tourism ontology was formalized in the PARA(Place-Attraction-Resource-Activity) ontology model by organizing tourist places, tourist attractions, tourism resources, and activities. Locational relationships between tourist places were also included in the PARA ontology model to take into account the movements of tourists on a railway network. The XML(Extensible Markup Language) Web Service in the middle tier manages the client-side request for information retrieval and the corresponding server-side response from the data provider. The PARA ontology was integrated into the XML Web Service for the concept-based discovery of tourism information. The applicability of the proposed system was tested through a simulation experiment for Tokyo tourism.

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.

Extended Semantic Web Services Retrieval Model for the Intelligent Web Services (지능형 웹 서비스를 위한 확장된 시맨틱 웹서비스 검색 모델)

  • Choi, Ok-Kyung;Han, Sang-Yong;Lee, Zoon-Ky
    • The KIPS Transactions:PartD
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    • v.13D no.5 s.108
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    • pp.725-730
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    • 2006
  • Recently Web services have become a key technology which is indispensable for e-business. Due to its ability to provide the desired information or service regardless of time and place, integrating current application systems within a single business or between multiple businesses with standardized technologies are realized using the open network and Internet. However, the current Web Services Retrieval Systems, based on text oriented search are incapable of providing reliable search results by perceiving the similarity or interrelation between the various terms. Currently there are no web services retrieval models containing such semantic web functions. This research work is purported for solving such problems by designing and implementing an extended Semantic Web Services Retrieval Model that is capable of searching for general web documents, UDDI and semantic web documents. Execution result is proposed in this paper and its efficiency and accuracy are verified through it.

Design and Implementation of a Concept Map Assessment System Using the Semantic Web Technologies (시멘틱 웹 기술을 이용한 개념도 평가 시스템의 설계 및 구현)

  • Park, Ung-Kyu
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.6
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    • pp.99-106
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    • 2009
  • Over recent decades, concept mapping has been used as a valuable Learning and Teaching tool. A number of studies have shown a positive impact on student learning. One of the disadvantages of this technique has been that assessing them or providing feedback to students is time consuming. We aim here to introduce ways of reducing the complexity of using concept map techniques in online activities. Several types of scoring methods for the concept map based assessment have been developed. In this paper, we describe the development of an automatic assessment system that implements those techniques. We contribute a design that uses semantic web technologies for both the management and the scoring of the concept maps.

An Ontology Driven Mapping Algorithm between Heterogeneous Product Classification Taxonomies

  • Kim, U-Ju;Choe, Nam-Hyeok;Choe, Tae-U
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2005.11a
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    • pp.295-303
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    • 2005
  • Semantic Web and its related technologies have been opening the era of information sharing via Web. In the meantime, there are several huddles to overcome toward the new era and one of the major huddles is information integration issue unless we build and use a single unified but huge ontology which address everything in the world. Particularly in e-business area, information integration problem must be a great concern in search and comparison of products from various internet shopping sites and e-marketplaces. To overcome such an information integration problem, we propose an ontology driven mapping algorithm between heterogeneous product classification and description frameworks. We also perform comparative evaluation of the proposed mapping algorithm against a well-known ontology mapping tool, PROMPT.

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Suffix Array Based Path Query Processing Scheme for Semantic Web Data (시맨틱 웹 데이터에서 접미사 배열 기반의 경로 질의 처리 기법)

  • Kim, Sung-Wan
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.10
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    • pp.107-116
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    • 2012
  • The applying of semantic technologies that aim to let computers understand and automatically process the meaning of the interlinked data on the Web is spreading. In Semantic Web, understanding and accessing the associations between data that is, the meaning between data as well as accessing to the data itself is important. W3C recommended RDF (Resource Description Framework) as a standard format to represent both Semantic Web data and their associations and also proposed several RDF query languages in order to support query processing for RDF data. However further researches on the query language definition considering the semantic associations and query processing techniques are still required. In this paper, using the suffix array-based indexing scheme previously introduced for RDF query processing, we propose a query processing approach to handle ${\rho}$-path query which is the representative type of semantic associations. To evaluate the query processing performance of the proposed approach, we implemented two different types of query processing approaches and measured the average query processing times. The experiments show that the proposed approach achieved 1.8 to 2.5 and 3.8 to 11 times better performance respectively than others two.