• Title/Summary/Keyword: Context Awareness Model

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Development of Mobile Context Awareness Restaurant Recommendation Services (모바일 상황인식 추천맛집 서비스 개발)

  • Ryu, Jong-Min;Hong, Chang-Pyo;Kang, Kyung-Bo;Kang, Dong-Hyun;Yang, Doo-Yeong;Jwa, Jeong-Woo
    • The Journal of the Korea Contents Association
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    • v.7 no.5
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    • pp.138-145
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    • 2007
  • Mobile network evolution and development of USN technologies introduce new business model based on context awareness. Cellular operators provide friend finding service using cell based location information and telematics service using GPS location information. Recently cellular operators provide yellow page service based cell based location information. In this paper, we develop mobile tour application on WIPI platform based on location information. Mobile tour information services provide the best information based on context awareness using user location information from LBS(Location Based Service) Platform, season, weather conditions, time from Web server, and personal preference information stored in database. Mobile tour information service application is developed on WIPI platform.

Prototype Implementation of a Context Awareness System by Analyzing Alarm and Neighborhood Environment for Managing Underground Facilities (알람정보와 인접환경 분석을 통한 지하시설물 상황인식 시스템의 프로토타입 구현)

  • Cho, Sung-Youn;Hong, Sang-Ki;Jang, Seok-Woo
    • Spatial Information Research
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    • v.19 no.3
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    • pp.83-93
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    • 2011
  • Since urban facilities have a signigicant meaning that represents the degree of development of nations and cities, it is very important to effectively manage and operate the facilities. In this paper, we propose a context-awareness system for managing urban underground facilities intelligently and develop its algorithm and prototype. The algorithm of the suggested system includes the period from the point when various sensors set up in USN environments sense abnormal signals and make alarms to the point when the context-awareness system analyzes the alarm and sends the analysis results to integrated platform and related modules. We then implement the prototype of the proposed context awareness system and verify the effectiveness of the system by performing unit tests. Our developed prototype will become the basis of actual system development. We expect that the suggested system will be used as a good reference model of related systems managing various types of urban facilities.

Implementation of Dynamic Context-Awareness Platform for Internet of Things(IoT) Loading Waste Fire-Prevention based on Universal Middleware (유니버설미들웨어기반의 IoT 적재폐기물 화재예방 동적 상황인지 플랫폼 구축)

  • Lee, Hae-Jun;Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.8
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    • pp.1231-1237
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    • 2022
  • It is necessary to dynamic recognition system with real time loading height and pressure of the loading waste, the drying of wood, batteries, and plastic wastes, which are representative compositional wastes, and the carbonization changes on the surface. The dynamic context awareness service constituted a platform based on Universal Middleware system using BCN convergence communication service as a Ambient SDK model. A context awareness system should be constructed to determine the cause of the fire based on the analysis data of fermentation heat point with natural ignition from the load waste. Furthermore, a real-time dynamic service platform that could be apply to the configuration of scenarios for each type from early warning fire should be built using Universal Middleware. Thus, this issue for Internet of Things realize recognition platform for analyzing low temperature fired fire possibility data should be dynamically configured and presented.

Social Media Adoption in SMEs Impacted by COVID-19: The TOE Model

  • EFFENDI, Mohamad Irhas;SUGANDINI, Dyah;ISTANTO, Yuni
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.915-925
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    • 2020
  • The purpose of the research is to analyze the behavioral intention to adopt social media in SMEs affected by the COVID-19 crisis, based on the TOE Model. This study uses the TOE framework as a theoretical basis. This research is important because COVID-19 has destroyed most of the SMEs, and SMEs are exposed to social media technology to market their products. The success of social media adoption has helped SMEs to be able to rise from adversity. Respondents in this study were 250 SMEs in the Special Region of Yogyakarta, Indonesia. The data analysis technique used is structural equation modeling with AMOS. The results of this study indicate that SMEs affected by the COVID-19 crisis have a high awareness of social media and have a high intention to adopt social media as a way to market their products and connect with customers. The intention to adopt social media is significantly influenced by the technological context, organizational context, environmental context, and social media awareness. The findings of this study suggest that in times of crisis due to the COVID-19 pandemic, the Government support is needed. The Government needs to open services for SMEs whose businesses are affected by the pandemic.

Process and Location-aware Information Service System for the Disabled and the Elderly (장애인과 고령자를 위한 시공간 상황인식 기반의 정보서비스 제공 시스템)

  • Han, Man-Chul;Kim, Gun-Hee;Park, Hyun-Chul;Kim, Lae-Hyun;Ha, Sung-Do;Park, Se-Hyung
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.295-300
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    • 2009
  • This paper presents a context-aware information service system in public places that have complex processes, for the disabled and the elderly. The system infers context of a user which is derived from the user's demand, then it informs to the user -what to do, where to go-according to the context. Our system gets user's context from sensor data and informations from the local information system. The system provides more suitable information with a knowledge model, which organizes location and process data coordinately. The information is provided personally to the user, with mobile devices.

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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.

A Context-Aware Model and It's Application Using Difference of Multiple-Valued Logic Functions (다치 함수의 차분을 이용한 상황 인식 모델 및 응용)

  • Koh, Hyun-Jung;Chung, Hwan-Mook
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.6
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    • pp.659-664
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    • 2006
  • The Context-Aware system is the core technology in the Ubiquitous Computing Environment. Recently, the practical use of a sensor is magnified and the application fields of it are gradually extended in order to collect necessary context information. Context-Aware service integrates the context information which is collected by sensors, and then provides, a suitable service to a user through the process of analysis and reasoning. This service is studied in a variety of fields such as marketing, medical treatment, education and so on. In this paper, we analyze the method of recognizing surrounding context and the result of the awareness by using differential and structural property of multiple valued logic function; propose the model that provides appropriate service depending on the change of surrounding contort; confirm the applicability of the Context-aware system by showing the example of application.

Inference Model for High-Level Context based on Context-awareness Middleware (상황인지 미들웨어에 기반한 상위 수준 상황정보 추론 모델)

  • Park Sang-Kyu;Kim Do-Yoon;Han Tack-Don;Shin Seung-Chul
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06a
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    • pp.322-324
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    • 2006
  • 유비쿼터스 컴퓨팅은 사물에 컴퓨터 기능이 내장되어 언제, 어디에서나, 어느 장치로도 편리하게 주변 환경으로부터 서비스를 사용할 수 있게 하는 정보기술의 패러다임이다. 이를 위해선 상황인지가 전제되어야 하는데 여기서 상황인지라 함은 시스템의 다양한 센서 정보를 바탕으로 스스로 상황(Context)을 인지하는 것으로서, 그 정의에 있어서, 아직 논란이 많으나 지능형 서비스를 위한 중요한 개념이다. 본 논문에서는 센서로부터 바로 생성된 Raw Context 정보를 Low-Level Context라고 하고 이를 복합(Fusion)하여 이미 알려진 High-Level Context로 분류하는 논리적 연산을 추론에 기반한 상황인지로서 정의한다. 이때 센서 정보를 통해 특정한 상황정보를 추론하기 위한 모델을 설계하여 상황인지 미들웨어에 적용시켜 보고 그에 따른 효율적인 구조를 기술한다.

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Context Information Modeling Method based on Ontology (온톨로지 기반의 컨택스트 정보 모델링 기법)

  • Kim, Jin-Hyung;Hwang, Myung-Gwon;Jung, Han-Min
    • Journal of Digital Contents Society
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    • v.12 no.4
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    • pp.437-447
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    • 2011
  • Ubiquitous Computing is required to define models for broad context information occurrence by surrounding environment and to study how to model a mechanism for selectively collecting useful pieces of context information and providing relevant intelligent services. Further, studies are also required as to process of context information, and its maintenance and reasoning. However, current context-aware research area still lacks modeling technique that reflects the characteristics of ontology effectively for providing relevant intelligent services. It has also limitation about context reasoning and interoperability among context information. Therefore, this paper proposes ontology-based context-aware modeling technique and framework enabling efficient specification of context information for providing intelligent context-aware services that support context management and reasoning.

Comprehensive architecture for intelligent adaptive interface in the field of single-human multiple-robot interaction

  • Ilbeygi, Mahdi;Kangavari, Mohammad Reza
    • ETRI Journal
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    • v.40 no.4
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    • pp.483-498
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    • 2018
  • Nowadays, with progresses in robotic science, the design and implementation of a mechanism for human-robot interaction with a low workload is inevitable. One notable challenge in this field is the interaction between a single human and a group of robots. Therefore, we propose a new comprehensive framework for single-human multiple-robot remote interaction that can form an efficient intelligent adaptive interaction (IAI). Our interaction system can thoroughly adapt itself to changes in interaction context and user states. Some advantages of our devised IAI framework are lower workload, higher level of situation awareness, and efficient interaction. In this paper, we introduce a new IAI architecture as our comprehensive mechanism. In order to practically examine the architecture, we implemented our proposed IAI to control a group of unmanned aerial vehicles (UAVs) under different scenarios. The results show that our devised IAI framework can effectively reduce human workload and the level of situation awareness, and concurrently foster the mission completion percentage of the UAVs.