• Title/Summary/Keyword: 스마트 IT 융합 서비스

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Development of Convergent IOT Managing Mindmap System (마인드맵 기반의 사물인터넷 융합 관리 시스템의 개발)

  • Ho, Won;Lee, Dae-Hyun;Bae, Ho-Chul
    • Journal of the Korea Convergence Society
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    • v.10 no.1
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    • pp.45-51
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    • 2019
  • The use of the Internet of things plays a major role in the Fourth Industrial Revolution, and a series of tasks of accumulating, converging, analyzing and reusing various data and services becomes very important. Because the pace and scope if the paradigm shift in Fourth Industrial Revolution is so rapid and unpredictable, the development and utilization of a system to fulfill this role for IOT are urgently required. In this paper, we introduce the Web-based IOT management system, which connects the IOT with OKMindmap, which is a domestic open source software and service, and the Node-RED service. This system combines the advantages of OKMindmap with the advantages of Node-RED, which is capable of visual component based programming, so that it can easily and flexibly connect the IOT based on Web browsers, and various data and services can be integrated and linked. We developed a camera module, a temperature and humidity sensor module, and the motor control module in Raspberry PI basically, and tested the operation successfully. We plan to extend the IOT component gradually by using Arduino and System On Chip.

The design of Smart flowerpot management system (스마트 화분관리 시스템 설계)

  • Jeon, Pil-kyeong;Park, Suhyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.133-135
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    • 2015
  • This paper is about the design of flowerpot management system which allows you to manage the flowerpot more efficiently and conveniently using Internet of Things when you start to grow plants. IoT connects all things to the network to provide various services to users, it has recently been focused on the center of the IT convergence techniques. So by using the realization sensor based IoT technology the need for research and development of IoT technologies were designed for the system. Basically, Device is using soil humidity sensor and Arduino, Android smart phone and smart light bulb. Transmit the humidity value of the flowerpot that measured by the sensor in a wireless communication, by controlling the state according to the value of the humidity, users can be provided a visual information and set up a flowerpot management and plan.

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Real Time Distributed Parallel Processing to Visualize Noise Map with Big Sensor Data and GIS Data for Smart Cities (스마트시티의 빅 센서 데이터와 빅 GIS 데이터를 융합하여 실시간 온라인 소음지도로 시각화하기 위한 분산병렬처리 방법론)

  • Park, Jong-Won;Sim, Ye-Chan;Jung, Hae-Sun;Lee, Yong-Woo
    • Journal of Internet Computing and Services
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    • v.19 no.4
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    • pp.1-6
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    • 2018
  • In smart cities, data from various kinds of sensors are collected and processed to provide smart services to the citizens. Noise information services with noise maps using the collected sensor data from various kinds of ubiquitous sensor networks is one of them. This paper presents a research result which generates three dimensional (3D) noise maps in real-time for smart cities. To make a noise map, we have to converge many informal data which include big image data of geographical Information and massive sensor data. Making such a 3D noise map in real-time requires the processing of the stream data from the ubiquitous sensor networks in real-time and the convergence operation in real-time. They are very challenging works. We developed our own methodology for real-time distributed and parallel processing for it and present it in this paper. Further, we developed our own real-time 3D noise map generation system, with the methodology. The system uses open source softwares for it. Here in this paper, we do introduce one of our systems which uses Apache Storm. We did performance evaluation using the developed system. Cloud computing was used for the performance evaluation experiments. It was confirmed that our system was working properly with good performance and the system can produce the 3D noise maps in real-time. The performance evaluation results are given in this paper, as well.

Development of Web Service for Liver Cirrhosis Diagnosis Based on Machine Learning (머신러닝기반 간 경화증 진단을 위한 웹 서비스 개발)

  • Noh, Si-Hyeong;Kim, Ji-Eon;Lee, Chungsub;Kim, Tae-Hoon;Kim, KyungWon;Yoon, Kwon-Ha;Jeong, Chang-Won
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.10
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    • pp.285-290
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    • 2021
  • In the medical field, disease diagnosis and prediction research using artificial intelligence technology is being actively conducted. It is being released as a variety of products for disease diagnosis and prediction, which are most widely used in the application of artificial intelligence technology based on medical images. Artificial intelligence is being applied to diagnose diseases, to classify diseases into benign and malignant, and to separate disease regions for use in identification or reading according to the risk of disease. Recently, in connection with cloud technology, its utility as a service product is increasing. Among the diseases dealt with in this paper, liver disease is a disease with very high risk because it is difficult to diagnose early due to the lack of pain. Artificial intelligence technology was introduced based on medical images as a non-invasive diagnostic method for diagnosing these diseases. We describe the development of a web service to help the most meaningful clinical reading of liver cirrhosis patients. Then, it shows the web service process and shows the operation screen of each process and the final result screen. It is expected that the proposed service will be able to diagnose liver cirrhosis at an early stage and help patients recover through rapid treatment.

Mechanism Method for Smart Work and the Creation of IT Job (스마트워크와 IT의 일자리창출을 위한 메커니즘 방안)

  • Kim, Man-Ki
    • Journal of Digital Convergence
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    • v.10 no.2
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    • pp.55-61
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    • 2012
  • This space is for the abstract of your study in English. Recently, we began to face a significant change in our daily lives due to the expansion of the use of smartphones. In this regard, this study aims at examining the mechanism of Smart Work, necessary for the creation of job, led by the use of smart devices, and ways of its development. Accordingly, this study defined concepts of Smart Work clearly and analyzed the convergence of information through IT, the exploitation of new markets, derived from information industry, along with foreign cases of job creation through ICT. Furthermore, change in people's cultural recognition is required for the place of smart Work. For example, cluster development based on the public-private cooperation will promote the creation of job. In addition, the cooperation of the academic world and the service industry will play a leading role in developing local economy. To attain this end, the policy support of government for Smart Work and the public-private cooperation are needed.

Study on the Beacon Signal Characteristic for Efficiency Analysis of Indoor Positioning (실내 위치 측위 효율성 분석을 위한 비콘 신호 특성 연구)

  • Hyun, Mi-Jin;Kim, Bong-Hyun
    • Journal of the Korea Convergence Society
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    • v.9 no.11
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    • pp.1-7
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    • 2018
  • Recently, the activity area in the indoor space has been widening. Various types of service technologies have been developed and applied user location, tracking, spatial pattern analysis and environmental analysis in indoor space. BLE-based beacon is used for the service technology in the indoor space. Therefore, in this paper, we collected and analyzed signals for indoor positioning based on beacon. For this purpose, a module was designed to analyze the efficiency of indoor location measurement using beacon. Experimental results show that the accuracy of the measured data at close range is improved. Also, it was analyzed that the more accurate the position data is extracted without the obstacle in the indoor space.

Comparison and Analysis on Mobile Payment in terms of Security : Survey (모바일 결제 기술 및 보안 측면에서의 비교분석 : 서베이)

  • Kim, Ki-Bong;Yun, Jin-Young
    • Journal of Convergence Society for SMB
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    • v.5 no.3
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    • pp.15-20
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    • 2015
  • There have been consumer needs for mobile payment system due to the rapid increase in the number of smartphones and the use of them. In tum, the market has been expanding as IT companies begin to participate in the mobile payment system business. Moreover, since the system supports better services not only covering payment service but also interworking with various apps in devices, it has been maximizing the consumer convenience. Although the convenience increased due to the mobile payment system, the vulnerability in security also increased; and smartphone users have been afraid of using the mobile payment system. This study is to examine Samsung Pay and Apple Pay, to present the vulnerability, and to suggest a countermeasure.

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Security Enhancement of Lightweight User Authentication Scheme Using Smartcard (스마트카드를 이용한 안전한 경량급 사용자 인증 스킴의 설계)

  • Lee, Youngsook
    • Convergence Security Journal
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    • v.20 no.4
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    • pp.209-215
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    • 2020
  • The environment of the Internet provides an efficient communication of the things which are connected. While internet and online service provide us many valuable benefits, online services offered and accessed remotely through internet also exposes us to many different types of security threats. Most security threats were just related to information leakage and the loss of authentication on client-server environment. In 2016, Ahmed et al. proposed an efficient lightweight remote user authentication protocol. However, Kang et al. show that it's scheme still unstable and inefficient. It cannot resist offline identity guessing attack and cannot provide session key confirmation property. Moreover, there is some risk of biometric information's recognition error. In this paper, we propose an improved scheme to overcome these security weaknesses by storing secret data in device. In addition, our proposed scheme should provide not only security, but also efficiency since we only use hash function and XOR operation.

Design and Development of Smart Monitoring System for U-Healthcare (U-헬스케어를 위한 스마트 모니터링시스템 설계 및 구현)

  • Hur, Jung-Yoon;Lee, Ki-Young;Lee, Don-Hee;Kang, Jeong-Jin
    • The Journal of the Convergence on Culture Technology
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    • v.1 no.4
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    • pp.107-111
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    • 2015
  • Humans must restore tired bodies and minds during sleep. Sleep as much as eating a meal many people looking for a hospital can not sleep, but a matter of course. The smart phone is loaded in the most recent studies it has been conducted to provide a service to the patient or medical personnel U-healthcare in the field of smart phone-based medical applications as with a variety of sensors, including an acceleration sensor. In this paper, the aim of providing an Android-based applications to use a variety of sensors incorporated in the popularity of smart phones to induce normal water flow to recognize the user's action.

The Internet of Things(IoT) applications and value creation in the retail industry: focusing on consumer decision-making stages (리테일 산업에서의 구매단계별 사물인터넷 활용과 가치 창출)

  • Park, In-hyoung;Jeong, So Won
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.187-198
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    • 2021
  • This study aims to understand the current status of the use of IoT-based products and services from the perspective of consumers and analyze the role and consumption value of each service-generated from the products and services. Their features and generated consumption value have been identified The decision-making process was divided into based on three stages (pre-purchase, purchase, and post-purchase) stages, and IoT services were classified in stages. In the pre-purchase stage, the IoT service provides information and alternatives, and is used for interaction and automatic payment systems in the purchasing stage. In the post-purchase stage, repetitive purchases are encouraged and after-sale services are provided. Throughout the decision-making process, smart retai application and servicel provides epistemic and functional value. In addition, it provides conditional and social value in the pre-purchase stage, and conditional value in the post-purchase stage. This study aims to provideprovides marketers and retailers an insight advice for the enhanced satisfaction of consumersimproving the satisfaction of consumers and the development of smart retail by examining the consumer-centered consumption value.