• Title/Summary/Keyword: Context-based Service

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A Study on the Context-Aware Reasoning Filtering Mechanism in USN

  • Sung, Kyung;Kim, Seok-Hun;Hong, Min
    • Journal of information and communication convergence engineering
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    • v.9 no.4
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    • pp.452-456
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    • 2011
  • Context-awareness system can provide an optimized services to users. Analyzing physical and complex circumstance elements which give direct or indirect influence to users can tell what users want. However, there are various situation informations around users and it requires high level technology to extract the service what users really want among those informations. The circumstance of the user can be changed from moment to moment, even the service what users want also can be changed in every minutes. Recently the researches to provide the service which a user demands has been progressed actively. Web based filtering method which reaches commercialization is a one of good examples. This method extracts necessary data according to users' demands from the documents on the Web or multimedia informations. However, there is a limit to use it to provide Context-awareness service because it extracts static data, not dynamic data. There is also other researches with a rule based filtering method in progress to filter situation information but this method doesn't have mechanism for dynamic data as well. We would like to solve these problems by providing a dynamic situation information filtering mechanism applying an weighted value about each property of objects and also applying Web based dynamic categories in this paper when unnecessary data should be filtered.

Development of Authentication Service Model Based Context-Awareness for Accessing Patient's Medical Information (환자 의료정보 접근을 위한 상황인식 기반의 인증서비스 모델 개발)

  • Ham, Gyu-Sung;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.22 no.1
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    • pp.99-107
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    • 2021
  • With the recent establishment of a ubiquitous-based medical and healthcare environment, the medical information system for obtaining situation information from various sensors is increasing. In the medical information system environment based on context-awareness, the patient situation can be determined as normal or emergency using situational information. In addition, medical staff can easily access patient information after simple user authentication using ID and Password through applications on smart devices. However, these services of authentication and patient information access are staff-oriented systems and do not fully consider the ubiquitous-based healthcare information system environment. In this paper, we present a authentication service model based context-awareness system for providing situational information-driven authentication services to users who access medical information, and implemented proposed system. The authentication service model based context-awareness system is a service that recognizes patient situations through sensors and the authentication and authorization of medical staff proceed differently according to patient situations. It was implemented using wearables, biometric data measurement modules, camera sensors, etc. to configure various situational information measurement environments. If the patient situation was emergency situation, the medical information server sent an emergency message to the smart device of the medical staff, and the medical staff that received the emergency message tried to authenticate using the application of the smart device to access the patient information. Once all authentication was completed, medical staff will be given access to high-level medical information and can even checked patient medical information that could not be seen under normal situation. The authentication service model based context-awareness system not only fully considered the ubiquitous medical information system environment, but also enhanced patient-centered systematic security and access transparency.

An Adaptive Recommendation Service Scheme Using Context-Aware Information in Ubiquitous Environment (유비쿼터스 환경에서 상황 인지 정보를 이용한 적응형 추천 서비스 기법)

  • Choi, Jung-Hwan;Ryu, Sang-Hyun;Jang, Hyun-Su;Eom, Young-Ik
    • Journal of KIISE:Software and Applications
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    • v.37 no.3
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    • pp.185-193
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    • 2010
  • With the emergence of ubiquitous computing era, various models for providing personalized service have been proposed, and, especially, several recommendation service schemes have been proposed to give tailored services to users proactively. However, the previous recommendation service schemes utilize a wide range of data without and filtering and consider the limited context-aware information to predict user preferences so that they are not adequate to provide personalized service to users. In this paper, we propose an adaptive recommendation service scheme which proactively provides suitable services based on the current context. We use accumulated interaction contexts (IC) between users and devices for predicting the user's preferences and recommend adaptive service based on the current context by utilizing clustering and collaborative filtering. The clustering algorithm improves efficiency of the recommendation service by focusing and analyzing the data that is collected from the locations nearby the users. Collaborative filtering guarantees an accurate recommendation, even when the data is insufficient. Finally, we evaluate the performance and the reliability of the proposed scheme by simulations.

Dynamic Selection of Candidate Device for the Seamless Service Using User Location Prediction (세션 모빌리티를 위한 사용자 위치 예측 통한 동적 후보 장치 선택)

  • Jung, E.-Gun;Lee, Seung-Hoon;Kim, Sang-Wook
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.510-516
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    • 2008
  • In ubiquitous environment, there are no limits to utilize networks whenever and wherever you are. That pervasive networks are combined with the information devices and then create various services such as car navigation of LBS(location based service) and DMB(Digital Multimedia Broadcasting). As these kinds of services are getting more various, the complexity is also getting higher and ultimately the convergence will make people feel frustrated. One of the solutions is Context-Awareness[1] technology. User interface with context-awareness filters unnecessary information and prevents users from being blocked due to the massive information. In this paper, we describe the seamless service system based on location-awareness, which is a type of context-awareness. We developed the system based on UPnP AV Framework. This system provides the automatic terminal device selection for the nomadic user. The system establishes new connections for the ongoing streaming playback session with the new AV devices without substantial loss of playback so that the user can enjoy the seamless service. The AV device selection based on the user's location needs no user's intervention or notification so it achieves the improvement of usability and complexity.

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Recommendation using Context Awareness based Information Filtering in Smart Home (스마트 홈에서 상황인식 기반의 정보 필터링을 이용한 추천)

  • Chung, Kyung-Yong
    • The Journal of the Korea Contents Association
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    • v.8 no.7
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    • pp.17-25
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    • 2008
  • The smart home environment focuses on recognizing the context and physical entities. And this is mainly focused on the personalized service supplied conversational interactions. In this paper, we proposed the recommendation using the context awareness based information filtering that dynamically applied by the context awareness as well as the meta data in the smart home. The proposed method defined the context information and recommended the profited service for the user’s taste using the context awareness based information filtering. Accordingly, the satisfaction of users and the quality of services will be improved the efficient recommendation by supporting the distributed processing as well as the mobility of services. Finally, to evaluate the performance of the proposed method, this study applies to MovieLens dataset in the OSGi framework, and it is compared with the performance of previous studies.

A User Defined Context & Stream View Based Ubiquitous Streaming Service (사용자 정의 컨텍스트와 스트림 뷰를 기반으로 하는 유비쿼터스 스트리밍 서비스)

  • Yong, Hwan-Seung;Seo, Jin-Sook
    • Journal of Korea Spatial Information System Society
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    • v.9 no.1
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    • pp.91-104
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    • 2007
  • In ubiquitous computing environment, people expect services to change actively in response to the change of themselves and surrounding environment. In order to meet such expectations, the streaming service needs technologies for migrating through various devices, following the user's movement, and the technology of individualized streaming push service. In this paper, we designed and implemented U-Stream, a ubiquitous streaming service system, based on user-defined context and stream view. The system classifies contexts according to streaming service migration and allows users to define some contexts and, by doing so, provides user-oriented individualized services rather than uniform services based solely on the developers' anticipations.

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Design and Implementation of Restaurant Recommendation System based on Location-Awareness (위치 인식을 이용한 음식점 추천 시스템의 설계 몇 구현)

  • Yoon, Hye-Jin;Chang, Byeong-Mo
    • Journal of Korea Multimedia Society
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    • v.14 no.1
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    • pp.112-120
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    • 2011
  • This research aims to show that the context adaptation system can be used to develop practical context-aware applications by developing a restaurant recommendation system based on location-awareness. In this research, we have designed and implemented a location-aware restaurant recommendation system which provides a customized restaurant recommendation service based on the user's current context. The context-adaptation engine adapts the application program according to the policy file as contexts are changed, and the application provides restaurant recommendation service based on the changed context like location.

A CASA-Based Dynamic Access Control Scheme for Ubiquitous Environments (유비쿼터스 환경을 위한 CASA 기반의 동적 접근 제어 기법)

  • Kim, Kyoung-Ja;Chang, Tae-Mu
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.4
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    • pp.205-211
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    • 2008
  • Conventional context-aware service models permit the access of resources only by user authentication, but the ubiquitous environments where the context information around users is changing frequently require the resource access control according to the rapid changes. This paper proposes a scheme to control access permission of resource dynamically as context information of user changes. Our access control model is based on traditional CASA (Context-Aware Security Architecture), but can restrict the access of the user already has been authorized. With the real-time checking of context information, our scheme gives different access controls according to changes in environmental information, and provides more secure services than conventional context-aware models.

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Design and Implementation of a Location-Based Push-Service Platform (위치기반 푸쉬서비스 플랫폼 설계 및 구현)

  • Shim, Jae-Min;Lee, Eung-Jae;Ju, Yang-Wan;Nam, Kwang-Woo;Ryu, Keun-Ho
    • Journal of Korea Spatial Information System Society
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    • v.11 no.4
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    • pp.47-55
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    • 2009
  • As the wireless internet technology such as mobile phone, WIBRO, HSDPA develops, customized location-based services for traffic, tourism, shopping, and emergency relief has lately attracted attention. For giving customized services. we should consider dynamic characteristics of moving object which continuously change their location. In this paper, we define the context trigger type of moving object and design triggering method for processing context generated by moving object. Also we propose location-based push service platform including context trigger of moving object for supporting location-based information to user. The proposed system gathers moving object stream from the terminal based on MS-assisted or Stand-alone positioning mode of embedded GPS in terminal extract user context by user device agent, and send context information to server.

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3D Graphics Visualization and Context Information Service for a Virtual Tourist System

  • Nguyen, Congdu;Le, Minh Tuan;Yoon, Dae-Il;Kim, Hae-Kwang
    • Journal of Ubiquitous Convergence Technology
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    • v.1 no.1
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    • pp.47-52
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    • 2007
  • In this paper, we present a virtual tourist system with realtime 3D visualization and the assistance of context information service. Our system enables a visitor to take a discovering tour on a virtual environment from a remote client by following navigator or by self-navigating. During the tour, the system provides immersive 3D graphics contents while supporting relevant information to the visitors corresponding to their positions in the virtual environment. When the visitors interact with interested objects, the context information service will also support introduction information for presenting about the objects. The introduction information based on text format is represented by a comfortable way-audio conversion to visitors in different languages depended on their preferences using TTS(Text-To-Speak) tool.

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