• Title/Summary/Keyword: Context-based Service

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Service Control Architecture in Ubiquitous Environment for Classroom Automation (강의실 자동화를 위한 유비쿼터스 환경에서의 서비스 제어 구조)

  • Oh, Young-Seon;Kim, Byoung-Sun;Lee, Hyeun-Tae
    • Proceedings of the Korea Contents Association Conference
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    • 2004.11a
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    • pp.5-10
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    • 2004
  • In this paper, we propose a service control framework and user interface in a class automation of ubiquitous computing environment. We propose UPnP-based service control architecture and introduce an example service scenarios for automatic classroom. We present context-aware design approaches to argument user interface. We also present intelligent content authoring that facilitates producing e-learning content using activity context.

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Product-group Recommendation based on Association Rule Mining and Collaborative Filtering in Ubiquitous Computing Environment (유비쿼터스 환경에서 연관규칙과 협업필터링을 이용한 상품그룹추천)

  • Kim, Jae-Kyeong;Oh, Hee-Young;Kwon, Oh-Byung
    • Journal of Information Technology Services
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    • v.6 no.2
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    • pp.113-123
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    • 2007
  • In ubiquitous computing environment such as ubiquitous marketplace (u-market), there is a need of providing context-based personalization service while considering the nomadic user preference and corresponding requirements. To do so, the recommendation systems should deal with the tremendous amount of context data. Hence, the purpose of this paper is to propose a novel recommendation method which provides the products-group list of the customers in u-market based on the shopping intention and preferences. We have developed FREPIRS(FREquent Purchased Item-sets Recommendation Service), which makes recommendation listof product-group, not individual product. Collaborative filtering and apriori algorithm are adopted in FREPIRS to build product-group.

Location Based Subway Information Service Using Bluetooth (블루투스를 이용한 위치기반 지하철 정보 서비스)

  • Cheong, Seung-Ho;Kim, Dae-Ok;Park, Chong-Kwang;Kim, Kwang-Hwan;Lee, Eun-Chul;Kim, Kyo-Sun
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.163-165
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    • 2006
  • The subway passengers are usually alert to the current location of the train in order not to miss the destination or transfer stations. The Global Positioning System (GPS), although expensive, can give an alarm if properly programmed, but cannot receive the satellite signals, underground. Therefore, a novel approach to context-aware location-based subway information system is motivated. The passengers, who are equipped with mobile devices such as laptop, PDA, and mobile phone as clients of the Personal Area Network (PAN), request the Bluetooth connection to the server which is installed in each car of the train. While the sorrel broadcasts the location-based information including the previous station, the current velocity of the train, the distance and time to the next station, the clients provide additional services based on the recognized context of the information, and what the passengers individually want. The services are spontaneous and autonomous rather than passive. The services include not only the information on the nearby stations, exit numbers, connection buses but also the location-based alarms which can be set specific to various personal requests, and sounded by the location of the train rather than time. Whereas the arrival time may not be accurate due to the delays of the train, the location can be accurately traced and broadcast by the server. Also, the clients do not need any expensive systems like GFS. Towards validating the proposed approach, we implemented a Bluetooth PAN including a PC server, two PDA clients and a laptop client. We modeled a train on the Incheon Subway Line #1 and a train on the Seoul-to-Incheon Line on the server, simulated the virtual trains together with the real clients. and verified that all the services were successfully provided.

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A Method for Providing of Intelligent Home Services based on Context Awareness (상황인식기반지능형 홈 서비스에 관한 연구)

  • Noh, Young-Sik;Byun, Yung-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.4
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    • pp.678-686
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    • 2007
  • Ubiquitous services are high duality and differentiated services which are provided for users by recognizing the context of users and environmental conditions actively. In this case, context-aware middleware is one of the most important technologies required to implement the ubiquitous services. In this paper, we proposed a method for providing ubiquitous services in a specific user space effectively. That is, the design and implementation of intelligent home service middleware based on context awareness is discussed here. Context information from various sensors is gathered, and suitable services are inferred and provided to users by the middleware system.

A Study on Service Composition Using Case-Based Reasoning (사례 기반 추론을 이용한 서비스 컴포지션 연구)

  • Kim, Kun-Su;Lee, Dong-Hoon;Park, Doo-Kyung;Lee, Jee-Hyong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.2
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    • pp.175-182
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    • 2008
  • Context-aware service environment should provide many kinds of services according to users' requests. Users want a great variety of services. In response to their demands the service provider should make a new service every time. But making a new service every time may be inefficient even for a small number of users' requests. So, there are studies on how to efficiently support various and complex requests fFom users. In many researches, service compositions have lately attracted considerable attention. However, existing researches have mainly focused on Web services. So they are not proper to rapidly providing services in response to users' requests, especially In context-aware service environment. This paper proposes a rapid service composition using case-based reasoning. For evaluating the proposed algorithm we implement 'purchasing seTvice agent'. With this system, we compare our algorithm and the existing service composition algorithms.

A Study on the Determinants of Continuance Intention in Mobile Internet Service: A Relationship Development Perspective

  • Kim, Hee-Woong;Kwahk, Kee-Young
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2007.11a
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    • pp.273-287
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    • 2007
  • The mobile Internet (M-Internet) service is a form of subscription-based information Systems (IS) services in which usage continuance is essential for the eventual success of the service providers. However, previous research on IS continuance has focused mainly on the technology user aspects despite the fact that the user plays a dual role of being a technology user and service consumer in many IS usage contexts. This study thus aims to examine IS continuance based on the theoretical foundation of dedication-based and constraint-based customer relationship development in the context of M-Internet service. Four customer relationship development factors (satisfaction, perceived value, familiarity, and switching costs) are identified and tested on how they affect continuance intention from a survey conducted on M-Internet service users. Then, the results of this study are discussed along with its limitations and implications.

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Ontology-based Points of Interest Data Model for Mobile Augmented Reality (모바일 증강현실을 위한 온톨로지 기반 POI 데이터 모델)

  • Kim, Byung-Ho
    • Journal of Information Technology Services
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    • v.10 no.4
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    • pp.269-280
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    • 2011
  • Mobile Augmented Reality (mobile AR), as one of the most prospective mobile applications, intends to provide richer experiences by annotating tags or virtual objects over the scene observed through camera embedded in a handheld device like smartphone or pad. In this paper, we analyzed the current status of the art of mobile AR and proposed a novel Points of Interest (POIs) data model based on ontology to provide context-aware information retrievals on lots of POIs data. Proposed ontology was expanded from the standard POIs data model of W3C POIs Working Group and established using OWL (Web Ontology Language) and Protege. We also proposed a context-aware mobile AR platform which can resolve three distinguished issues in current platforms : interoperability problem of POI tags, POIs data retrieval issue, and context-aware service issue.

Context-Aware Security System for Cloud Computing Environment (클라우드 컴퓨팅 환경을 위한 상황인식 보안 시스템)

  • Lee, Hyun-Dong;Chung, Mok-Dong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.6
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    • pp.19-27
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    • 2010
  • Many security issues occur in cloud computing service environment such as authentication, access control, and so on. In this paper, we propose an effective authentication and access control model which provide integrated management and control when we access various resources in cloud computing environment. To address these problems, we suggest a context-aware single sign-on and access control system using context-awareness, integrated authentication, access control, and OSGi service platform in cloud computing environment. And we show design and implementation of context-aware single sign-on and access control system. Also we verified the flexibility and convenience of the proposed system through multi fact based integrated authentication in cloud computing environment. We could provide flexible and secure seamless security service by user context in cloud computing environment.

A Structure of Users이 Context-Awareness and Service processing based P2P Mobile Agent using Collaborative Filtering (협력적 필터링 기법을 이용한 P2P 모바일 에이전트 기반 사용자 컨텍스트 인식 및 서비스 처리 구조)

  • Yun Hyo-Gun;Lee Sang-Yong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.1
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    • pp.104-109
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    • 2005
  • Context-awareness is an important element that can provide service of good quality according to users' surrounding environment and status in ubiquitous computing environment. Information gathering tools for context-awareness use small size mobile devices which have easy movement and a mobile agent in mobile device. Now, Mobile agents are consuming much times and expense to collect and recognize each users' context information. Therefore, needs research about structure for users' context information awareness in early time to reduce mobile agent's load. This paper proposes a P2P mobile agent structure that mikes filtering techniques and a P2P agent in mobile agent. The proposed structure analyzes each user's context information in same area, and groups users who have similar preference degree. Grouped users share information using a P2P mobile agent. Also this structure observes and learns to continue on users' action and service, and measures new interrelation.

User-driven Context-aware Service (사용자주도형 상황인식서비스)

  • Park, Jeongkyu;Lee, Keung Hae
    • Journal of Internet Computing and Services
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    • v.14 no.4
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    • pp.1-12
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    • 2013
  • Context-awareness is a computing technology that automatically delivers useful services to users based on their situation. Most previous studies on context-awareness adopted the view that the user simply is a consumer of what the developer creates. Few studies addressed catering to the need of personalized services for the user. They are either too complex for the user to grasp or unable to express many useful services due to their weak expressive power. To address these issues, we propose Dobby as a new model and architecture for user-driven context-aware service development. Dobby enables the user to create services that are more suited to his personal preferences. We argue that Dobby offers an enhanced method for defining personalized context-aware services over existing methods.