• Title/Summary/Keyword: Context-aware Computing

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Autonomous Knowledge Acquisition Methodology using Knowledge Workers' Context Information : Focused on the Acquisition of Dialogue-Based Knowledge for the Next Generation Knowledge Management Systems (지식근로자의 상황정보를 이용한 자율적 지식획득 방법론 : 대화형 지식의 획득을 위한 차세대형 지식경영시스템)

  • Yoo, Keedong
    • Knowledge Management Research
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    • v.9 no.4
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    • pp.65-75
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    • 2008
  • Knowledge workers' workload to register knowledge can cause quality defects in the quality as well as the quantity of knowledge that must be accumulated in a knowledge management system(KMS). To enhance the availability of a KMS by acquiring more quality-guaranteed knowledge, autonomous knowledge acquisition which outdoes the automated acquisition must be initiated. Adopting the capabilities of context-awareness and inference in the field of context-aware computing, this paper intends to autonomously identify and acquire knowledge from knowledge workers' daily lives. Based on knowledge workers' context information, such as location, identification, schedule, etc, a methodology to monitor, sense, and gather knowledge that resides in their ordinary discussions is proposed. Also, a prototype systems of the context-based knowledge acquisition system(CKAS), which autonomously dictates, analyzes, and stores dialogue-based knowledge is introduced to prove the validity of the proposed concepts. This paper's methodology and prototype system can support relieving knowledge workers' burden to manually register knowledge, and hence provide a way to accomplish the goal of knowledge management, efficient and effective management of qualified knowledge.

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A Study on the Application of YangTaek-Theory in Ubiquitous House (유비쿼터스 주택의 양택론 적용에 관한 연구)

  • Lee Ju-Hyun;Choi Young-Chul
    • Korean Institute of Interior Design Journal
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    • v.14 no.6 s.53
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    • pp.57-65
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    • 2005
  • This research is about the methods in making computers understand the situation in regards to interaction between House and Human Behavior. In this paper, house is the ubiquitous house, as a future house, adopting ubiquitous computing presenting the interrelation of human and house - interior space, architecture, nature. And the Context Aware Model of ubiquitous house is proposed to embody the ubiquitous house. The research objective is to systematize the context in the ubiquitous house and suggest a theoretical basis to embody the ubiquitous house interacting between the House ud Human Behavior Especially, this paper focuses on the Context Aware Model based on FengShui-Theory(sp. YangTaek-Theory). The ubiquitous house is not what operates passively by human but a information-oriented house that can predict the situation and the living patterns of human. For a information-oriented house and informal living context at home, this paper uses FengShui-Theory whose central concern is the interrelation of human and nature. Through these concepts, this research will suggest how to systematize, control and manage the context at home. In the end, it is expected to offer a theoretical basis to embody the intelligent house and apply an environment design communicating between the computers and human.

The Design and Implementation of School-Zone Safety Management System Based onContext-Aware (상황인식 기반의 스쿨존 안전 관리 시스템 설계 및 구현)

  • Lee, Jin-Kwan;Lee, Chang-Bok;Park, Sang-Jun;Lee, Jong-Chan;Park, Ki-Hong
    • Convergence Security Journal
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    • v.9 no.1
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    • pp.11-17
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    • 2009
  • The object of this paper is to design a school-zone safety management system based on context-aware, integrated with computing technology. When it occurs to kidnap of elementary school students, the monitoring device creates context information through a combination object extraction and context-aware technology and alarm administrator about an emergency situation. In addition, the proposed system that requires a human perspective, a railroad crossing, statistics research of traffic, and a variety of applications such as factory automation systems can be used to be the best choice.

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Architecture Support for Context-aware Adaptation of Rich Sensing Smartphone Applications

  • Meng, Zhaozong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.1
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    • pp.248-268
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    • 2018
  • The performance of smartphone applications are usually constrained in user interactions due to resource limitation and it promises great opportunities to improve the performance by exploring the smartphone built-in and embedded sensing techniques. However, heterogeneity in techniques, semantic gap between sensor data and usable context, and complexity of contextual situations keep the techniques from seamless integration. Relevant studies mainly focus on feasibility demonstration of emerging sensing techniques, which rarely address both general architectures and comprehensive technical solutions. Based on a proposed functional model, this investigation provides a general architecture to deal with the dynamic context for context-aware automation and decision support. In order to take advantage of the built-in sensors to improve the performance of mobile applications, an ontology-based method is employed for context modelling, linguistic variables are used for heterogeneous context presentation, and semantic distance-based rule matching is employed to customise functions to the contextual situations. A case study on mobile application authentication is conducted with smartphone built-in hardware modules. The results demonstrate the feasibility of the proposed solutions and their effectiveness in improving operational efficiency.

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.

A Case Study of Applying Software Engineering Development Methodology to a Context-aware System (컨텍스트 인지 시스템 개발에 소프트웨어 공학 방법론 적용 사례)

  • Choi, Jong-Myung
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.3
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    • pp.167-177
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    • 2009
  • This paper is about our experience of developing a context-aware exhibit guide system called MyGuide by applying Simtext development methodology. In particular, we introduce some issues to be considered in development process, the way that we solved them, and other things related to context. In requirements elicitation phase, we reduced the complexity of requirements by separating business logic requirements and context-awareness related requirements. After that, we modeled context, and designed software architecture, classes, and database in sequence during design phase. We considered system requirements and context modeling issues for context modeling because it influences class and database design.

A Software Architecture for URC Robots using a Context-Aware Workflow and a Service-Oriented Middleware (상황인지 워크플로우와 서비스 지향 미들웨어를 이용한 URC 로봇 소프트웨어 아키텍처)

  • Kwak, Dong-Gyu;Choi, Jong-Sun;Choi, Jae-Young;Yoo, Chae-Woo
    • The Journal of Korea Robotics Society
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    • v.5 no.3
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    • pp.240-250
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    • 2010
  • A URC, which is a Ubiquitous Robot Companion, provides services to users in ubiquitous computing environments and has advantage of simplifying robot's hardware and software by distributing the complicated functionality of robots to other system. In this paper, we propose SOWL, which is a software architecture for URC robots and a mixed word of SOMAR and CAWL. SOWL keeps the advantages of URC and it also has the loosely-coupled characteristics. Moreover it makes it easy to develop of URC robot software. The proposed architecture is composed of 4 layers: device software, robot software, robot application, and end user layer. Developers of the each layer is able to build software suitable for their requirements by combining software modules in the lower layer. SOWL consists of SOMAR and CAWL engine. SOMAR, which is a middleware for the execution of device software and robot software, is based on service-oriented architecture(SOA) for robot software. CAWL engine is a system to process CAWL which is a context-aware workflow language. SOWL is able to provide a layered architecture for the execution of a robot software. It also makes it possible for developers of the each layer to build module-based robot software.

Design and Implementation of a Location-Aware Tour Guide System for a Palace (위치-인식 기반 덕수궁 관광 가이드 시스템의 설계 및 구현)

  • Park, Da-Jung;Hwang, Sang-Hee;Kim, Ah-Reum;Chang, Byeong-Mo
    • Journal of Internet Computing and Services
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    • v.9 no.2
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    • pp.131-138
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    • 2008
  • The goal of our research is to develop a smart location-based self guided lour assistant as a context-aware real world application. As a context-aware tourist guide application, we hove been developing a PDA-based location-aware tourist guide application for the old palace Deoksugung in the center of Seoul. It will guide visitors to the palace with information about: current location, attractions nearby, and details about specific buildings. Rich multimedia support has been incorporated into the system to provide extra features to enhance the self-guided tour.

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Context-aware Framework for Personalized Service (개인화 서비스 지원을 위한 상황인식 프레임워크)

  • Chang, Hyo-Kyung;Kang, Yong-Ho;Jang, Chang-Bok;Choi, Eui-In
    • Journal of Digital Convergence
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    • v.10 no.1
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    • pp.301-307
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    • 2012
  • The development of mobile devices and the spread of wireless network help share and exchange information and resources more easily. The bond them to Cloud Computing technology help pay attention to "Mobile Cloud" service, so there have been being a lot of studies on "Mobile Cloud" service. Especially, the important of 'Personalization Service' which is customized for each user's preference and context has been increasing. In order to provide appropriate personalization services, it enables to recognize user's current state, analyze the user's profile like user's tendency and preference, and draw the service answering the user's request. Most existing frameworks, however, are not very suitable for mobile devices because they were proposed on the web-based. And other context information except location information among user's context information are not much considered. Therefore, this paper proposed the context-aware framework, which provides more suitable services by using user's context and profile.

Levelized Information Retrieval Method in Context Awareness Environments (컨텍스트 인식 환경에서 레벨화된 정보 검색 기법)

  • Kim, Sung-Rim;Kwon, Joon-Hee
    • Journal of the Institute of Electronics Engineers of Korea TE
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    • v.42 no.1
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    • pp.47-52
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    • 2005
  • The context-aware retrieval method is one of the fundamental characteristics in ubiquitous computing. The essential aims of context-aware retrieval method are retrieving relevant information and delivering information quickly. We propose a new method that retrieves relevant information and delivers information quickly using characteristics of levelized contexts. We extract rules and recommendation information in the near future using context values and rules. Then we prefetch recommendation information in very near future using access score. Our method retrieves relevant information and deliver information quickly by storing only recommendation information to be needed in near future using the characteristics of levelized contexts.