• Title/Summary/Keyword: IoT Big data

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A Survey of the State-of-the-Art in Korean Commercial IoT Services for deriving Core elements of Curriculum for Major Courses of IoT using RaspberryPi3 (라즈베리파이3 활용 IoT 교육과정 핵심요소 도출을 위한 한국의 상용 서비스 현황 고찰)

  • Lee, Kang-Hee;Ganiev, Asilbek
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.7 no.4
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    • pp.623-630
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    • 2017
  • This paper surveys the state-of-the-art in korean commercial Internet of Things(IoT) services for deriving the core elements of a curriculum for major courses of IoT using RaspberryPi3. First, we survey the state-of-the-art of IoT researches and commercial services in three korean major telecommunication corporations such as Korean Telecommunications (KT), LGU+ Telecommunication (LGT), and SK Telecommunication(SKT). Second, we consider the components and advantages of the RaspberryPi3 which is popular as a representative educational tool. Concludingly, this paper derives the core elements of curriculum for major courses of IoT using RaspberryPi3 from above both processes. The corresponding elements consist of platforms, hardwares, softwares, and big-data network. Based on the important design elements of the IoT curriculum using Raspberry Pie 3, we taught embedded system course to junior students for one semester. It was successfully completed and more than 90% students were satisfied with its contents and amounts.

Design of the Smart Feeding System based on the LPWA network for Inland Fish Farms (내수면 양식장을 위한 LPWA망 기반 스마트 급이 시스템 설계)

  • Dokko, Sehjoon
    • Journal of Internet of Things and Convergence
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    • v.2 no.3
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    • pp.31-35
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    • 2016
  • IoT technologies have been rapidly developed in recent years, and applied to many industries. In the field of fisheries, the water quality management system have been developed, helping in improving productivity and working environment. In this paper, we have designed the smart feeding system, interoperable with the water quality system, using LPWA network. LPWA network is an IoT network, which is appropriate to fish farms because of its wide area coverages and low power consumption. We expect this work to contribute to developing the aquaculture technology through the big data analysis with the accumulated data.

User satisfaction analysis for layer-specific differences using the IoT services (IoT 서비스를 사용하는 사용자 계층별 차이에 대한 만족도 분석)

  • Park, Chong-Woon;Kwon, Chang-Hui
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.1
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    • pp.90-98
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    • 2017
  • Since 2010, SNS was holding the explosive spread of smartphones has created a place of public advertising platform, and it entered the Internet of Things (IoT) is born gradually countdown of the era came to us already. In utilizing a variety of location-based services IoT services (beacon, O2O) The focus of this paper to analyze the differences in satisfaction with the oil layer by experienced users of what is being used. We consider the type and overall utilization of the concepts typical IoT service in the current service is made to expand the contents of the paper. Hypothesis was reconstructed ease, attractiveness, a survey reliability, value four kinds of models, called Honeycomb UX, User Experience Honeycomp Peter Mobil. Company that provides the service IoT in this study are expected to be used as basic data to help provide a more accurate personalized service according to the user's satisfaction difference.

Exploration of User Experience Research Method with Big Data Analysis : Focusing on the Online Review Analysis of Echo (빅데이터 분석을 활용한 사용자 경험 평가 방법론 탐색 : 아마존 에코에 대한 온라인 리뷰 분석을 중심으로)

  • Hwang, Hae Jeong;Shim, Hye Rin;Choi, Junho
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.517-528
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    • 2016
  • This study attempted to explore and examine a new user experience (UX) research method for IoT products which are becoming widely used but lack practical user research. While user experience research has been traditionally opted for survey or observation methods, this paper utilized big data analysis method for user online reviews on an intelligent agent IoT product, Amazon's Echo. The results of topic modelling analysis extracted user experience elements such as features, conversational interaction, and updates. In addition, regression analysis showed that the topic of updates was the most influential determinant of user satisfaction. The main implication of this study is the new introduction of big data analysis method into the user experience research for the intelligent agent IoT products.

A Study on Interworking of Intelligent IoT Semantic Information Using IoT-Lite Ontology (IoT-Lite 온톨로지를 활용한 지능형 사물인터넷 시맨틱 정보연동에 관한 연구)

  • Park, Jong Sub;Hong, June Seok;Kim, Wooju
    • Journal of Information Technology Services
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    • v.16 no.2
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    • pp.111-127
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    • 2017
  • Computing Performance, sensor, storage, memory, and network costs have been steadily declining, and IoT services have recently become more active. The Internet of Things is linked with Big Data to create new business, and public institutions and corporations are hurry to import Internet of things. As the importance of the Internet of things has increased, the number of devices supporting the IoT has rapidly increased. With the development of the Internet of Things, various types of Internet services are being developed. For this reason, there is an increasing demand for IoT service designers and developers for IoT service case automatic search technology. IoT service designers can avoid duplication with existing services through service case retrieval and developers can save cost and time by combining existing reusable service equipment. This paper proposes IoT-Lite ontology for IoT and Semantic Web service to solve the above-mentioned problems. The existing ontologies for IoT, despite its many advantages, are not widely used by developers because it has not overcome the relatively slow drawbacks of increasing complexity and searching for development. To complement this, this study uses the IoT-Lite ontology introduced by W3C as a model and a semantic web service for automatic system retrieval. 3D camera, GPS, and 9-axis sensor, and IoT-Lite designed by IoT-Lite technique are integrated with the semantic technique and implemented directly.

Study on the Application Methods of Big Data at a Corporation -Cases of A and Y corporation Big Data System Projects- (기업의 빅데이터 적용방안 연구 -A사, Y사 빅데이터 시스템 적용 사례-)

  • Lee, Jae Sung;Hong, Sung Chan
    • Journal of Internet Computing and Services
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    • v.15 no.1
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    • pp.103-112
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    • 2014
  • In recent years, the rapid diffusion of smart devices and growth of internet usage and social media has led to a constant production of huge amount of valuable data set that includes personal information, buying patterns, location information and other things. IT and Production Infrastructure has also started to produce its own data with the vitalization of M2M (Machine-to-Machine) and IoT (Internet of Things). This analysis study researches the applicable effects of Structured and Unstructured Big Data in various business circumstances, and purposes to find out the value creation method for a corporation through the Structured and Unstructured Big Data case studies. The result demonstrates that corporations looking for the optimized big data utilization plan could maximize their creative values by utilizing Unstructured and Structured Big Data generated interior and exterior of corporations.

Internet of Things (IoT) Based Modeling for Dynamic Security in Nuclear Systems with Data Mining Strategy (데이터 마이닝 전략을 사용하여 원자력 시스템의 동적 보안을 위한 사물 인터넷 (IoT) 기반 모델링)

  • Jang, Kyung Bae;Baek, Chang Hyun;Kim, Jong Min;Baek, Hyung Ho;Woo, Tae Ho
    • Journal of Internet of Things and Convergence
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    • v.7 no.1
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    • pp.9-19
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    • 2021
  • The data mining design incorporated with big data based cloud computing system is investigated for the nuclear terrorism prevention where the conventional physical protection system (PPS) is modified. The networking of terror related bodies is modeled by simulation study for nuclear forensic incidents. It is needed for the government to detect the terrorism and any attempts to attack to innocent people without illegal tapping. Although the mathematical algorithm of the study can't give the exact result of the terror incident, the potential possibility could be obtained by the simulations. The result shows the shape oscillation by time. In addition, the integration of the frequency of each value can show the degree of the transitions of the results. The value increases to -2.61741 in 63.125th hour. So, the terror possibility is highest in later time.

Analysis of Component Technology for Smart City Platform

  • Park, Chulsu;Cha, Jaesang
    • International Journal of Advanced Culture Technology
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    • v.7 no.3
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    • pp.143-148
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    • 2019
  • In order to solve the urban problems caused by the increase of the urban population, the construction of smart city applying the latest technology is being carried out all over the world. In particular, we will create a smart city platform that utilizes data generated in the city to collect and store and analyze, thereby enhancing the city's continuous competitiveness and resilience and enhancing the quality of life of citizens. However, existing smart city platforms are not enough to construct a platform for smart city as a platform for solution elements such as IoT platform, big data platform, and AI platform. To complement this, we will reanalyze the existing overseas smart city platform and IoT platform in a comprehensive manner, combine the technical elements applied to it, and apply it to the future Korean smart city platform. This paper aims to investigate the trends of smart city platforms used in domestic and foreign countries and analyze the technology applied to smart city to study smart city platforms that solve various problems of the city such as environment, energy, safety, traffic, environment.

The Design and Implementation of IoT-Based Radon Measurement Control System (IoT 기반 라돈 측정 제어시스템 설계 및 구현)

  • Ahn, Heuihak;Gu, Jayeong;Lee, Sangyoon
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.16 no.1
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    • pp.1-10
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    • 2020
  • This paper is a IoT-based radon meter control system and a radon meter control method using it. The IoT-based radon meter control system is control system for controlling a radon meter by network-connecting radon meter and a user terminal. The radon measuring device may be provided with a radon sensor to measure a radon value of a preset management target area, it collect and store numerical data. The radon meter control system monitors the condition of the radon meter, it includes control center configured to deliver radon meter management information generated to a user terminal. Also radon measurements to determine the exact amount of radon gas. Therefore, the situation-specific actions based on radon numbers can be promptly implemented to ensure adequate protection for those who are vulnerable to radon and those who live in the area. Condition monitoring allows the radon meter to respond quickly to failure or failure of the radon meter. In addition, it is possible to secure a baseline of radon's influence and to obtain research data to cope with radon by establishing big data with radon measurements.