• Title/Summary/Keyword: mobile context

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An Unified Representation of Context Knowledge Base for Mobile Context-Aware System

  • Jeong, Jang-Seop;Bang, Dae-Wook
    • Journal of Information Processing Systems
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    • v.10 no.4
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    • pp.581-588
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    • 2014
  • To facilitate the implementation of a wide variety of context-aware applications based on mobile devices, general-purpose context-aware framework that applications can use by calling is needed. The context-aware framework is a middleware that performs the sensing, reasoning, and retrieving based on the knowledge base. The knowledge base must systematically represent the information required on the behavior of the context-aware framework, such as context information and reasoning information. It must also provide functions for storage and retrieval. To date, previous research on the representation of the context information have been carried out, but studies on the unified representation of the knowledge base has seen little progress. This study defines the knowledge base as the unified context information, and proposes the UniOWL, which can do a good job of representing it. UniOWL is based on OWL and represents the information that is necessary for the operation of the context-aware framework. Therefore, UniOWL greatly facilitates the implementation of the knowledge base on a context-aware framework.

Mobile Device CPU usage based Context-awareness in Mobile Cloud Computing (모바일 클라우드 컴퓨팅에서 상황인지 기반 모바일 장치 CPU사용)

  • Cho, Kyunghee;Jo, Minho;Jeon, Taewoong
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.3
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    • pp.127-135
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    • 2015
  • Context-aware mobile cloud computing is a new promising paradigm that allows to improve user experience by analyzing contextual information such as user location, time of the day, neighboring devices and current activity. In this paper we provide performance study of context-aware mobile cloud computing system with Volare middleware. Volare monitors the resources and context of the device. and dynamically adapts cloud service requests accordingly, at discovery time or at runtime. This approach allows for more resource-efficient and reliable cloud service discovery, as well as significant cost savings at runtime. We also have studied the performance of context-aware mobile cloud computing for different quality of service (QoS) adaptation policies. Our simulations results show that when battery level is low and CPU usage is high and user cannot maintain the initial QoS, service cost is decreased according to current adaptation policy. In conclusion, the current adaptation policy suggested in this paper may improve user experience by providing a dynamically adapted service cost according to a situation.

Context-aware Protype for Adaptive Recommendation Service on Mobile (모바일 환경에서 능동적 추천 서비스를 위한 상황인식 프로토타입)

  • Chang, Hyo-Kyung;Kang, Yong-Ho;Choi, Eui-In
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.12 no.1
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    • pp.257-264
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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 'Recommendation Service' which is customized for each user's preference and context has been increasing. In order to provide appropriate recommendation 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.

A Formal Model and a Design of Inference Engine for Context-Aware Mobile Computing (컨텍스트 인지 모바일 컴퓨팅을 위한 정형모델 및 추론 시스템 설계)

  • Kim, Moon Kwon;Kim, Soo Dong
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.4
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    • pp.239-250
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    • 2013
  • Context-aware mobile computing has become the primary approach to realize automatic, autonomous, and user-centric computing in the context of largely increasing the amount of mobile devices used that embed available sensors. However, designing an inference engine nonetheless requires the tasks of analyzing contexts, situations that can be inferred, etc. Moreover, a mobile device has limited resources and limited computation capability, which results in recognizing the common sense of its unsuitable environment for processing inference. Hence, we propose context-situation reasoning elements and their formal models in this paper, and we verify the formal models' applicability by applying them to an example. Finally, we design and implement an inference engine that realize the context-situation inference elements in computing environment, and we experiment an example by using the proposed inference engine to verify applicability and reusability of the inference engine.

Efficient Context-Aware Scheme for Sensor Network in Ubiquitous Devices

  • Shim, Jong-Ik;Sho, Su-Hwan
    • Journal of Korea Multimedia Society
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    • v.12 no.12
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    • pp.1778-1786
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    • 2009
  • Many sensor network applications have been developed for smart home, disaster management, and a wide range of other applications. These applications, however, generally assume a fixed base station as well as fixed sensor nodes. Previous research on sensor networks mainly focused on efficient transmission of data from sensors to fixed sink nodes. Recently there has been active research on mobile sink nodes, sink mobility is one of the most comprehensive trends for information gathering in sensor networks, but the research of an environment where both fixed sink nodes and mobile sinks are present at the same time is rather scarce. This paper proposes a scheme for context-aware by ubiquitous devices with the sink functionality added through fixed sinks under a previously-built, cluster-based multi-hop sensor network environment. To this end, clustering of mobile devices were done based on the fixed sinks of a previously-built sensor network, and by using appropriate fixed sinks, context gathering was made possible. By mathematical comparison with TTDD routing protocol, which was proposed for mobile sinks, it was confirmed that performance increases by average 50% in energy with the number of mobile sinks, and with the number of movements by mobile devices.

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Development of a English Vocabulary Context-Learning Agent based on Smartphone (스마트폰 기반 영어 어휘 상황학습 에이전트 개발)

  • Kim, JinIl
    • Journal of Korea Multimedia Society
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    • v.19 no.2
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    • pp.344-351
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    • 2016
  • Recently, mobile application for english vocabulary learning is being developed actively. However, most mobile English vocabulary learning applications did not effectively connected with the technical advantages of mobile learning. Also,the study of mobile english vocabulary learning app are still insufficient. Therefore, this paper development a english vocabulary context-learning Agent that can practice context learning more reasonably using a location-based service, a character recognition technology and augmented reality technology based on smart phones. In order to evaluate the performance of the proposed agent, we have measured the precision and usability. As results of experiments, the precision of learning vocabulary is 89% and 'Match between system and the real world', 'User control and freedom', 'Recognition rather than recall', 'Aesthetic and minimalist design' appeared to be respectively 3.91, 3.80, 3.85, 4.01 in evaluation of usability. It were obtained significant results.

A Design and Implementation of a Context-Aware Framework for Mobile Navigation Services (모바일 항법 서비스를 위한 상황인지형 프레임워크의 설계 및 구현)

  • Kim, Hyun-Duk;Choi, Won-Ik;Kim, Jin-Su;Chae, Jin-Seok
    • Journal of Korea Multimedia Society
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    • v.11 no.2
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    • pp.214-227
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    • 2008
  • As cellular network technologies continue to evolve, various network standards coexist in most CDMA-based cellular networks. This means that mobile device users access mobile services over different network bandwidths according to the users' positions or the mobile devices' network access capabilities. Such differences of network bandwidths cause big differences in service response times. To address this problem, we present a framework called CANS (Context-Aware framework for mobile Navigation Services), which takes into account the user's network profile to adapt the contents for CDRG(Centrally Determined Route Guidance) navigation services for cellular phones. To the best of the authors' knowledge, CANS is the first context-aware framework to make mobile navigation services more feasible. The experimental results under commercial CDMA network show that CANS is able to provide similar service response times regardless of type of wireless network to which users connect by adapting the contents to network bandwidths.

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Resource Sharing System Base on Context-Awareness for Construction of Mobile Ubiquitous Internet (모바일 유비쿼터스 인터넷 구축을 위한 상황인식 기반 자원공유 시스템)

  • Na Seung Won;Oh Se Man
    • The KIPS Transactions:PartA
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    • v.11A no.6
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    • pp.419-424
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    • 2004
  • Mobile Internet using mobile devices provides Portability to users and is Spreading throughout out lives. But Practical use of the mobile Internet is insufficient due to it's fundamental limitations. Especially, mobile resources are not sufficient because they are not closely connected under current mobile Internet services which are provided with pre-designed structure. For these reasons it will take a lot more time and effort for mobile Internet to grow as a popular service. In this paper, we are focusing to overcome the local limitation and to enhance the 'Sharing of Mobile Resources' by expanding mutual connectivity between resource objects scattered over the mobile Internet environment. To archive this, we propose the MRSS(Mobile Resources Sharing System). MRSS automatically converts single request from user to multiple instructions based on 'Context-Awareness' to search for proper information. Using MRSS, we can expect 'Mobile Ubiquitous Computing' environment which users can reach to information anywhere, anytime.

A Context-aware Mobile Augmented Reality Platform (상황인지 기반 모바일 증강현실 플랫폼)

  • Kim, Byung-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.1
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    • pp.205-211
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    • 2012
  • In this paper, we proposed a context-aware augmented reality platform for mobile augmented reality to support user-oriented virtual world information for smartphone user. We designed the platform architecture and 6 subsystems which are derived from the analysis of existing augmented reality applications and platforms. The proposed architecture includes a context reasoning service subsystem for the context-aware information filtering, and separates the inner platform from the outer virtual world network containing virtual information to resolve interoperability issue of POI(Points of Interest) data.

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.