• Title/Summary/Keyword: Context-aware Environment

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A Hybrid Collaborative Filtering Method using Context-aware Information Retrieval (상황인식 정보 검색 기법을 이용한 하이브리드 협업 필터링 기법)

  • Kim, Sung Rim;Kwon, Joon Hee
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.1
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    • pp.143-149
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    • 2010
  • In ubiquitous environment, information retrieval using collaborative filtering is a popular technique for reducing information overload. Collaborative filtering systems can produce personal recommendations by computing the similarity between your preference and the one of other people. We integrate the collaboration filtering method and context-aware information retrieval method. The proposed method enables to find some relevant information to specific user's contexts. It aims to makes more effective information retrieval to the users. The proposed method is conceptually comprised of two main tasks. The first task is to tag context tags by automatic tagging technique. The second task is to recommend items for each user's contexts integrating collaborative filtering and information retrieval. We describe a new integration method algorithm and then present a u-commerce application prototype.

Design and Implementation of Context-Aware Computing System based on UPnP Sensor Network (UPnP 센서네트워크 기반 상황인식 시스템의 설계 및 구현)

  • Kim, Jong-Pan;Oh, Am-Suk
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.11
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    • pp.185-193
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    • 2010
  • In this paper, we Provide context-aware services based on UPnP Device Module including sensor unit in existing PLC network without additional infrastructure. so existing PLC devices are controlled based on knowledge context and can be used in a ubiquitous environment. And efficient remote control and device management based on UPnP can also be provided.

Self-adaptation Service with Context-awareness on Active Network for Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경을 위한 액티브네트워크상의 문맥인식성을 고려한 자치 적응성 서비스)

  • Hong Sungjune;Han Sunyoung
    • Journal of KIISE:Information Networking
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    • v.31 no.6
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    • pp.633-642
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    • 2004
  • A self-adaptation with context-awareness is needed within network to meet costumed services according a user's changing constraints. But the existing network has many difficulty in adding new functions because of slow standardization of network and slow deployment of new services. To solve this problem, an active network can support the suitable environment to add new function such as self- adaptation. Therefore, this Paper suggests Self Adaptation Service(SAS) using agent-based active network and the constraint-based Service Creation Environment(SCE) to support self-adaptation with context-awareness. SAS provides benefits to support the context-aware service and the fast deployment of new services.

A Framework for Context-Aware Mobile Augmented Reality System Development (맥락인식 모바일 증강 현실 시스템 개발을 위한 프레임워크)

  • Hong, Dong-Pyo;Woo, Woon-Tack
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.109-114
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    • 2008
  • In this paper, we propose CAMAR Core Platform as a framework for context-aware mobile augmented reality system development after brief introduction of limitations in the previous mobile augmented reality (AR). There have been many research activities on mobile AR due to recent enhancement of functionalities of mobile devices and development of relevant technologies to mobile augmented reality. In order to be used in ubiquitous computing environment, however, mobile AR systems should be able to utilize available contextual information, augment personalized contents, and share the augmented contents with other users. Thus, the proposed CAMAR Core Platform can provide such functionalities to those who want to develop CAMAR systems. To show the feasibility of the proposed framework, we show several applications based on the framework.

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An Ontology-based Context Aware Model for the Implementation of Integrated Security Control System (통합보안관제 시스템 구축을 위한 온톨로지 기반의 상황인식 모델)

  • Han, Kwang-Rok;Kim, Jeong-Bin;Sohn, Surg-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.6
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    • pp.2246-2255
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    • 2010
  • In this paper, we describe an ontology-based context aware model that collects context information from USN sensor and CCTV image and reasons about context in order to development an integrated security control system in the industrial environments. The context model represents autonomous and heterogeneous data as ontologies and recognizes the context through DL(description logic) inference in the smart computing environment. We expect that the integrated security control system can automatically detects the risk in the industrial field and reduces the safety and security incidents by applying this context model to the system.

Ubiquitous Service Platform using Contextual Information

  • Yoon, Hyung-Min;Jeong, Seong-Hun;Kwon, Oh-Young;Han, Tack-Don
    • Proceedings of the KAIS Fall Conference
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    • 2003.11a
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    • pp.231-235
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    • 2003
  • Network infrastructure has spread to an unprecedented extent and is used in various computing devices, such as smart appliances, smart phones, and embedded devices with sensors, which have all been appearing in the computing environment. To accommodate this trend, for a more intelligent service environment, the service platform needs to have abilities that facilitate the operation between services, dynamically share distributed computing resources, and manage appropriate contextual information. We have simulated a service platform to provide intelligent services using contextual information after having implemented the context management service. The context management service gathers raw contextual information from sensors and stores these in the context database. For a consistent basis of contextual information, time and location are used as the key values of the contextual information. The context management service also performs normalization to provide computable contextual information to context-aware applications. In this paper, a service platform based on Jini technology is proposed for constructing an interoperable, dynamic, and . intelligent service environment using contextual information.

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A Formal Framework for Context-Aware System Modeling (상황인식 시스템 모델링을 위한 정형화 프레임워크)

  • Cho, Eun-Sun;Min, Young-Mok
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.2
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    • pp.114-123
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    • 2009
  • Context-aware systems are reactive computing systems, aware of external context. Considering various sensors and actuators connected, application programming on top of such systems is known to be much more complex than in contentional ones. This paper suggests a formal framework for context-aware systems, by extracting their common properties. That makes a useful birds-eye view for the behaviors of a whole complex system, as a base for a convenient developing environment and systematic analysis. In this framework, reactive-ness is handled by event-condition-action rules and global state-transitions, which are essential in a lot of context-aware applications. In addition, behaviors of each elementary device are modelled with its own state-transitions, and tightly bound to the entire task.

Applying Ubiquitous Computing Technology to Proactive and Personalized Decision Support System (유비쿼터스 컴퓨팅 기술을 적용한 차세대형 의사결정지원시스템)

  • Kwon, Oh-Byung;Yoo, Kee-Dong;Suh, Eui-Ho
    • Asia pacific journal of information systems
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    • v.15 no.2
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    • pp.195-218
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    • 2005
  • The emergence of ubiquitous computing environment will change the service architecture of business information systems such as Decision Support System(DSS), which will be a new application. Recent mobile DSSs allow the decision makers to be benefited from web and mobile technology. However, they seldom refer to context data, which are useful for proactive decision support. Meanwhile, ubiquitous applications so far provide restricted personalization service using context and preference of the user, that is, they do not fully make use of decision making capabilities. Hence, this paper aims to describe how the decision making capability and context-aware computing are jointly used to establish ubiquitous applications. To do so, an amended DSS paradigm: CKDDM(Context-Knowledge-Dialogue-Data-Model) is proposed in this paper. What will be considered for the future decision support systems when we regard ubiquitous computing technology as an inevitable impact that enforces the change of the way of making decisions are described. Under the CKDDM paradigm, a framework of ubiquitous decision support systems(ubiDSS) is addressed with the description of the subsystems within. To show the feasibility of ubiDSS, a prototype system, CAMA-myOpt(Context-Aware Multi Agent System-My Optimization) has been implemented as an illustrative example system.

Context Conflicts of Role-Based Access Control in Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경의 역할 기반 접근제어에서 발생하는 상황 충돌)

  • Nam Seung-Jwa;Park Seog
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.15 no.2
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    • pp.37-52
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    • 2005
  • Traditional access control models like role-based access control model are insufficient in security needs in ubiquitous computing environment because they take no thought of access control based on user's context or environment condition. In these days, although researches on context-aware access control using user's context or environment conditions based on role-based access control are emerged, they are on the primary stage. We present context definitions md an access control model to provide more flexible and dynamic context-aware access control based on role-based access control. Specially, we describe the conflict problems occurred in the middle of making an access decision. After classifying the conflict problems, we show some resolutions to solve them. In conclusion, we will lay the foundations of the development of security policy and model assuring right user of right object(or resource) and application service through pre-defined context and context classification in ubiquitous computing environments. Beyond the simplicity of access to objects by authorized users, we assure that user can access to the object, resource, or service anywhere and anytime according to right context.

Reusing XML Objects in Context-Aware Workflow Model for Improving the Development of Service Scenario (서비스 시나리오 개발 프로세스를 개선시키기 위한 상황인지 워크플로우 모델에서 XML 객체의 재사용)

  • Yoo, Yeon Seung;Mun, Jong Hyeok;Kim, Do Hyung;Choi, Jong Sun;Choi, Jae Young
    • KIPS Transactions on Computer and Communication Systems
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    • v.9 no.6
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    • pp.121-130
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    • 2020
  • In order to provide customized services according to a specific user or environment, various service scenarios should be developed based on context-aware workflow model. As the context-aware workflow model is constructed using limited context information and service information in the service domain, overlapping elements can occur in many service scenarios. The repetitive work process that results from these overlapping elements delays the development process of the service scenario. Therefore, the elements of the context-aware workflow model must be reused to solve the unnecessary work processes of service scenario development. In this paper, we propose a reuse method XML Object in context-aware workflow model to improve the process of service scenario development. The proposed method documents and manages the independent XML Object of the context-aware workflow model and reuses it by invoking the unit document in the service scenario development process. It can also be applied to new service scenarios by changing the attribute values of reusable elements. Experiments show example that the development process of the service scenario is simplified by reusing the elements of the context-aware workflow model.