• Title/Summary/Keyword: 상황인식 컴퓨팅

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Context Collision Management and Service Control in the Multi-Context Environment (다중 컨텍스트 환경에서의 컨텍스트 충돌 관리와 서비스 제어)

  • Sim, Kwee-Bo;Jun, Jin-Hyung
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.2
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    • pp.143-148
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    • 2005
  • In this paper, we introduce smart home service based on ubiquitous environment and context awareness. We define the multi- context environment and the context collision caused by many user that the existing study of smart home is unconcerned with. Heal home is the space where various contexts are created and disappeared in. Smart home appliances are restricted within their service. We divide the home space by main uses of rooms and group smart service by sensory organ. And we introduce the multi-context manager consist with context interpreter, context collision manager and smart service manager.

The design and implementation of Service architecture for USN application service (USN 응용 서비스를 위한 서비스 아키텍처의 설계 및 구현)

  • Shin, Geuk-Jae;Kim, Yong-Woon;Yoo, Sang-Keun;Kim, Hyung-Jun;Jung, Hoe-Kyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.4
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    • pp.1015-1022
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    • 2010
  • USN(Ubiquitous Sensor Network) environment that provides the service measured from sensors in real-time the information is delivered to application service. However, domestic service, application service provider environment between providers and users, most of the research are on the service platform architecture, and process the information detected by sensors between the providers of standard services platform architecture, which is a very weak level. In this paper, we proposed new service architecture though analysis of the OGC SWE(Sensor Web Enablement) with standards and research analysis of domestic standards. And we designed and implemented to each component of provider side.

Development of User Interface and Blog based on Probabilistic Model for Life Log Sharing and Management (라이프 로그 공유 및 관리를 위한 확률모델 기반 사용자 인터폐이스 및 블로그 개발)

  • Lee, Jin-Hyung;Noh, Hyun-Yong;Oh, Se-Won;Hwang, Keum-Sung;Cho, Sung-Bae
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.5
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    • pp.380-384
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    • 2009
  • The log data collected on a mobile device contain diverse and continuous information about the user. From the log data, the location, pictures, running functions and services of the user can be obtained. It has interested in the research inferring the contexts and understanding the everyday-life of mobile users. In this paper, we have studied the methods for real-time collection of log data from mobile devices, analysis of the data, map based visualization and effective management of the personal everyday-life information. We have developed an application for sharing the contexts. The proposed application infers the personal contexts with Bayesian network probabilistic model. In the experiments, we confirm that the usability of visualization and information sharing functions based on the real world log data.

Place Recognition Using Ensemble Learning of Mobile Multimodal Sensory Information (모바일 멀티모달 센서 정보의 앙상블 학습을 이용한 장소 인식)

  • Lee, Chung-Yeon;Lee, Beom-Jin;On, Kyoung-Woon;Ha, Jung-Woo;Kim, Hong-Il;Zhang, Byoung-Tak
    • KIISE Transactions on Computing Practices
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    • v.21 no.1
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    • pp.64-69
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    • 2015
  • Place awareness is an essential for location-based services that are widely provided to smartphone users. However, traditional GPS-based methods are only valid outdoors where the GPS signal is strong and also require symbolic place information of the physical location. In this paper, environmental sounds and images are used to recognize important aspects of each place. The proposed method extracts feature vectors from visual, auditory and location data recorded by a smartphone with built-in camera, microphone and GPS sensors modules. The heterogeneous feature vectors were then learned by an ensemble learning method that learns each group of feature vectors for each classifier respectively and votes to produce the highest weighted result. The proposed method is evaluated for place recognition using a data group of 3000 samples in six places and the experimental results show a remarkably improved recognition accuracy when using all kinds of sensory data comparing to results using data from a single sensor or audio-visual integrated data only.

An Indoor Location Estimation Method Selection Algorithm based on environment of moving object (이동객체가 위치한 환경에 따른 실내 위치추정기법 선택 알고리즘)

  • Jeon, Hyeon-Sig;Yeom, Jin-Young;Park, Hyun-Ju
    • Journal of Internet Computing and Services
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    • v.12 no.2
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    • pp.19-28
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    • 2011
  • Recently, ubiquitous computing and related technologies is more and more growing concern about. Depending on the trend, the moving object recognition and tracking research have been required in order to meet the diverse needs of the user. In the location-based services, one of the most important issues in the indoor environment is to provide location-aware services. In this paper, the effective algorithm to help estimate the position of moving objects in an indoor environment is proposed. We propose an algorithm that combined the existing trilateration measurement and the improved measurement of environmental adaptation scene analysis. The proposed indoor location estimation algorithm use the trilateration measurement when we have enough anchor in the line-of-sight environment. Otherwise that use measurement of environmental adaptation scene analysis. Consequently, the proposed algorithm has been improved the localization accuracy of a moving object as well as was able to reduce complexity of the algorithm.

Implementation of a pervasive health care system for Cardiac patient on mobile environment (모바일 환경에서 심장병 환자를 위한 편재형 헬스 케어 시스템의 구현)

  • Kim, Jeong-Won
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.5
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    • pp.117-124
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    • 2008
  • It improves human being's life quality that all people can have mure convenient medical service under pervasive computing environment. For a pervasive health care application for cardiac patient, we've implemented a health care system, which is composed of three parts. Various sensors monitor outer as well as inner environment of human such as temperature, humidity, light and electrocardiogram, etc. These sensors form a network based on Zigbee. And medical information server accumulates sensing values and performs back-end processing. To simply transfer these sensing values to a medical team is a simple level's medical service. So, we've designed a new service model based on back propagation neural network for more improved medical service. Our experiments show that a proposed healthcare system can give high level's medical service because it can recognize human's context more concretely.

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Design and Implementation of the Management System of Cultivation and Tracking for Agricultural Products using USN (유비쿼터스 센서 네트워크를 이용한 농산물 재배관리 및 이력추적 시스템의 설계 및 구현)

  • Yoo, Nam-Hyun;Song, Gil-Jong;Yoo, Ju-Hyun;Yang, Su-Yeong;Son, Cheol-Su;Koh, Jing-Wang;Kim, Won-Jung
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.9
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    • pp.661-674
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    • 2009
  • Recently, there has been much research and many attempts to enhance converged information technology services using new technology such as ubiquitous sensor networks (USN) in medical, environmental, industrial, and logistic areas. There has also been much research and various attempts to apply this new technology to agricultural areas. However, applications to the agricultural areas should be considered differently against the same areas such as medical, environmental, industrial, and logistics. Therefore, this paper suggests that an agricultural cultivating management and traceability system. This system is a unified system that supports the processes sowing seeds through selling agricultural products to consumers. Farmers can be provided with an effective calendar for cultivation and weather information in real time as well as the monitoring of the growth of farm products on the farm in real time using this system. Farmers can also control all equipment installed on the farm directly or remotely and the equipment can be controlled automatically when the measured values such as temperature and humidity deviate from the decent criteria which are set by farmers or this system. Additionally, the reliability for and the better quality of the agricultural products can be improved because farmers can use this unified system to cover all processes from sowing seeds to selling to consumers.

A Implementation of VNC Server Based Message Transfer and Remote Computer Control System (VNC 서버 기반의 메시지 전송 및 원격 컴퓨터 제어 시스템 구현)

  • Kim, Kil-Young;Seo, Jung-Hee;Park, Hung-Bog
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.933-936
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    • 2008
  • Mobile devices such as cellular phones and PDA become a part of our life by extreme improvement of Wireless internet and arriving the age of Ubiquitous. Especially it makes increasing rapidly the expectations about a field of remote control that is great advantage of Mobile devices. Existing computer remote control systems are hard to meet user's appropriate manage when error happened because Clients could not recognize the state of several remote controlled computers which connected to web server. This paper Implementation remote computer control system that immediately after errors happen by send error massages in the from of a SMS to client by set the clients with cellular phone that most generally used Mobile devices.

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Product-Line Architecture Development for Self-Adaptive Software (적응형 소프트웨어를 위한 프로덕트 라인 아키텍처 개발)

  • Ye, Eun-Suk;Yeom, Keun-Hyuk;Moon, Mi-Kyeong
    • The KIPS Transactions:PartD
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    • v.15D no.3
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    • pp.361-374
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    • 2008
  • In the latest intelligent computing environments, the self-adaptive software, as new software paradigm, which modifies its own behavior in response to changes in its operating environment is needed. To develop the self-adaptive software, it is necessary to analyze and design the context of software as well as the structure and the behavior of software. We need more efforts for self-adaptive software development than for traditional software development because we need more activities and technologies like context modeling and adaptation to develop the self-adaptive software. In this paper, we present the product line architecture for self-adaptive software and templates of artifacts to improve the efficiency of development through a reuse methodology. The artifacts of the architecture support the systematic reuse activities of core assets by expressing the commonality and variability of product line.

An Automated Code Generation for Both Improving Performance and Detecting Error in Self-Adaptive Modules (자가 적응 모듈의 성능 개선과 오류 탐지를 위한 코드 자동 생성 기법)

  • Lee, Joon-Hoon;Park, Jeong-Min;Lee, Eun-Seok
    • Journal of KIISE:Software and Applications
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    • v.35 no.9
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    • pp.538-546
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    • 2008
  • It has limits that system administrator deals with many problems occurred in systems because computing environments are increasingly complex. It is issued that systems have an ability to recognize system's situations and adapt them by itself in order to resolve these limits. But it requires much experiences and knowledge to build the Self-Adaptive System. The difficulty that builds the Self-Adaptive System has been problems. This paper proposes a technique that generates automatically the codes of the Self-Adaptive System in order to make the system to be built more easily. This Self-Adaptive System resolves partially the problems about ineffectiveness of the exceeded usage of the system resource that was previous research's problem and incorrect operation that is occurred by external factors such as virus. In this paper, we applied the proposed approach to the file transfer module that is in the video conferencing system in order to evaluate it. We compared the length of the codes, the number of Classes that are created by the developers, and development time. We have confirmed this approach to have the effectiveness.