• Title/Summary/Keyword: Context-Aware Model

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Context Information Model using Ontologies and Rules Based on Spatial Object (공간객체 기반의 온톨로지와 규칙을 이용한 상황정보 모델)

  • Park, Mi;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
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    • v.13D no.6 s.109
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    • pp.789-796
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    • 2006
  • Context-aware is the core in ubiquitous environment of sensor network to support intelligent and contextual adaptation service. The new context information model is demanded to support context-aware applications. The model should not depend on a specified application and be shareable between applications in the same environment. Also, it should support various context representation and complex context-aware. In this paper, we define the context information according to context-aware process. Also we design the knowledge of domain as well as applications using ontologies and rules. The domain spatial ontology and application knowledge are represented using the spatial object model and the rules of expanded ontologies, respectively. The expression of abundant spatial ontology represents the context information about distance between objects and adjacent object as well as the location of the object. The proposed context information model which is able to exhibit various spatial context and recognizes complex spatial context through the existing GIS. This model shows that it can adapt to a large scale outdoor context-aware applications such as air pollution and prevention of disasters as well as various context-aware applications.

Context-Aware Middleware based on Ontology in Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경에서의 온톨로지 기반 상황 인식 미들웨어)

  • Jung Heon-Man
    • KSCI Review
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    • v.14 no.1
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    • pp.165-173
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    • 2006
  • To support service based on context-aware in ubiquitous computing environment, there are required context managing, context reasoning and context modeling technologies. In this paper, we propose a hierarchical ontology-based context management model and design a context-aware middleware based on this model for supporting active application adaptability and reflecting users' requirements dynamically in contextual changes. It also provides efficient support for inferencing, interpreting, acquiring and discovering various contexts to build context-aware services and presents a resolution method for context conflict which is occurred in execution of service. The proposed middleware can support the development and operation of various context-aware services, which are required in the ubiquitous computing environment.

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Probability-annotated Ontology Model for Context Awareness in Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경에서의 상황 인식을 위한 확률 확장 온톨로지 모델)

  • Jung, Heon-Man;Lee, Jung-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.3
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    • pp.239-248
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    • 2006
  • Current context-aware applications In ubiquitous computing environments make the assumption that the context they are dealing with is correct. However, in reality, both sensed and interpreted context informations are often uncertain or imperfect. In this paper, we propose a probability extension model to ontology-based model for rep resenting uncertain contexts and use Bayesian networks to resolve about uncertainty of context informations. The proposed model can support the development and operation of various context-aware services, which are required in the ubiquitous computing environment.

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OSGi based Service Middleware for Context-Aware Applications (상황 인식 응용을 위한 OSGi 기반 서비스 미들웨어)

  • Jung, Heon-Man;Lee, Jung-Hyun
    • The KIPS Transactions:PartC
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    • v.13C no.6 s.109
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    • pp.691-700
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    • 2006
  • To support context-aware services in ubiquitous computing environments, there are required dynamic context managing, context reasoning and context modeling technologies. In previous researches, context services are designed using context ontology used in context aware middleware. So, context service cannot change the context ontology in execution time. In this paper, we propose a hierarchical ontology-based context management model and design a context-aware middleware based on this model for supporting active application adaptability and reflecting users' requirements dynamically in contextual changes. It also provides efficient support for inferencing, interpreting, acquiring and discovering various contexts to build context-aware services and presents a resolution method for context conflict which is occurred in execution of service. As the middleware is implemented on the OSGi framework, it can cause interoperability among devices such as computers, PDAs, home appliances and sensors. It can also support the development and operation of context aware services, which are required in the ubiquitous computing environment.

Design of Dynamic Service Management Model for Context-Aware Service Applications (상황인식 서비스 응용을 위한 동적 서비스 관리 모델 설계)

  • Jung Heon-Man;Lee Jung-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.4 s.42
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    • pp.165-174
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    • 2006
  • As context aware service supports a process of context acquisition and reasoning, there are many studies to facilitate the implementation of context aware service. However, these studies have not supported efficiently a user or service mobility that should be supported necessarily in ubiquitous computing environment. Therefore, this study proposes a dynamic context aware service model which supports a dynamic management of context information, service retrieval and composition for interactions between services, and service mobility. Then we design a middleware based on this model and implement the middleware. As the middleware is implemented on the OSGi framework. it can have an interoperability between the devices such as computers, PDA, home appliances, and sensors, because of using the standard interface technologies like UPnP. Jini and so on.

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A Context Model Comparison Methodology for Developing Generic Context Model used in Ubiquitous Multi-Services (유비쿼터스 멀티 서비스 개발에서의 일반적 상황모형 구축을 위한 상황모형 비교 평가방법론)

  • Park, Tae-Hwan;Kwon, Oh-Hyung
    • Journal of Intelligence and Information Systems
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    • v.13 no.1
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    • pp.29-47
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    • 2007
  • Acquiring context data in a timely and correct way is now regarded as one of the crucial characteristics of the proactive service which runs on ubiquitous computing environment. Moreover, context model should be well designed to provide a solid context-aware system. Since the ubiquitous computing systems aim to provide context-aware services everywhere with any available devices, legacy services which uses context models assuming single or limited domain should be extended enough to be useful even for multi-domain muli-services. This leads us to a motivation to build a generic context model with an appropriate type of model. Hence, the purpose of this paper is to propose a generic context model by assessing a variety of model types with a sort of evaluation measures.

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Implementation of Context aware Learning System by Designing Ubiquitous Learning Space and OWL Context Model (유비쿼터스 학습공간과 OWL 상황 모델 설계를 통한 상황 인식 학습 시스템 구현)

  • Hong, Myoung-Woo;Lee, Young-Whan
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.6
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    • pp.99-109
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    • 2011
  • Ubiquitous computing technology makes an impact on the appearance of u-learning and presents an advanced direction of futuristic school education. In ubiquitous learning environments, various embedded computational devices will be pervasive and interoperable across the network for supporting the learning, so users may utilize these devices anytime anywhere. An important next step for ubiquitous learning is the introduction of context-aware learning service that employing knowledge and reasoning to understand the local context and share this information in support of intelligent learning services. However, the existing studies on design and application of ontology context model to support context-aware service in actual school environments are incomplete state. This paper, therefore, suggests a scheme of constructing ubiquitous learning space for existing school network by introducing USN to support context-aware ubiquitous learning services. This paper, also, designs an ontology based context model for ubiquitous school environments which describes context information through OWL. To determine the suitability of proposed ubiquitous learning space and ontology context model, we implement some of context-aware learning services in the ubiquitous learning environments.

Design of the Context Autogenesis Model and Service for Context-Aware in Ubiquitous Environments (유비쿼터스 환경에서의 컨텍스트-인식을 위한 자생적 컨텍스트 모델과 서비스의 설계)

  • Oh Dong yeol;Oh Hae seok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.4B
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    • pp.226-234
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    • 2005
  • Context-Aware is the most important facts to reason a personalized and optimized service and to provide it to user. In the previous researches, user and surrounding environment were main facts of Context-Aware and middleware or center server has been proposed to support Context-Aware. In the daily space(for example, home, office, Car, etc), interactions between user and service can be a important facts of Context-Aware. In this paper, Context Autogenesis service model is introduced, simplified the Context-Aware process and designed the middleware which performs decentralize management for Context-Aware information of user's portable devices, so that problems occurred during the management and operation of existing Context-Aware system can be minimized and supporting user anonymity

Context Knowledge Modeling for Pervasive Systems (퍼베이시브 시스템을 위한 상황 지식 모델링)

  • Cho, Joon-Myun;Kim, Hyun;Han, Soon-Hung
    • The Journal of Korea Robotics Society
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    • v.2 no.1
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    • pp.80-92
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    • 2007
  • For the pervasive computing in ubiquitous environment, it is very important to manage the context model to provide pertinent context knowledge to context-aware applications. The context model should be able to support efficiently the context knowledge reusing and sharing as well as reasoning. Previous works focus mainly on the context knowledge representation scheme for reasoning. This paper proposes a context knowledge modeling scheme especially for reusing and sharing. This scheme provides well-established principles and guides for 1) context knowledge modularization and hierarchization, and for 2) context knowledge identification and organization. Once the context models are built according to the scheme, the structure of the context model and the meanings of the context knowledge elements become clear and consistent, so that context-aware applications can share and reuse the context knowledge in easy and error-reduced manner. This paper also discusses the implementation of a context model and an application for Presentation Helper scenario running on a software middleware system (CAMUS) for ubiquitous service robots which is being developed by ETRI Korea.

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The Design of User Model for Context-Aware Service in Ubiquitous Environment (Ubiquitous 환경에서의 Context-Aware Service를 위한 User Model 설계)

  • Park, Jong-Won;Lee, Keung-Hae
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.845-848
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    • 2004
  • Ubiquitous Computing 환경은 컴퓨터 중심의 환경이 아닌 사용자가 편리성과 효율성이 극대화된 서비스들을 제공 받을 수 있는 사용자 중심의 환경이다. 이러한 환경에서 사용자들은 자신의 정보가 언제 어디서 사용되고 있고 어떠한 목적으로 유출되고 있는지 알기 어렵다. 따라서 사용자를 식별하고 개인의 특성에 따라 관련된 서비스를 제공하는데 있어 사용자의 필요정보를 적절하게 보호할 수 있는 메커니즘이 필요하다. 본 논문에서는 Ubiquitous환경에서 특정목적에 국한된 서비스 제공이 아닌 다양한 목적에 따라 서비스가 제공될 수 있도록 사용자의 목적과 상황에 맞는 User Model을 제안하고자 한다. 또한 사용자의 상황에 맞는 Context Content를 구별하여 Privacy등급을 결정하고 사용자마다 독립적이고 안전한 Context-Aware Service를 제공하는 User Model은 사용자마다 정해진 정적 Context와 상황에 따라 변화하는 동적 Context를 모두 고려하여 높은 신뢰성과 안전성을 지닌 방법을 제공한다. 그리고 제안된 User Model의 정의와 시나리오를 설명한다.

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