• Journal of information and communication convergence engineering
• /
• 제18권3호
• /
• pp.176-182
• /
• 2020

In this paper, we propose a web-based open artificial intelligence (AI) platform which provides high convenience in input data pre-processing, artificial neural network training, and the configuration of subsequent operations according to inference results. The proposed platform has the advantages of the GUI-based environment which can be easily utilized by a user without complex installation. It consists of a web server implemented with the JavaScript Node.js library and a client running the tensorflow.js library. Using the platform, many users can simultaneously create, modify and run their projects to apply AI functionality into various smart services through an open web interface. With our implementation, we show the operability of the proposed platform. By loading a web page from the server, the client can perform GUI-based operations and display the results performed by three modules: the Input Module, the Learning Module and the Output Module. We also implement two application systems using our platform, called smart cashier and smart door, which demonstrate the platform's practicality.

• Journal of Information Technology Applications and Management
• /
• 제22권4호
• /
• pp.95-103
• /
• 2015

In this paper, we designed a platform-based $ERP^+$ system, which integrates ERP system and SCM system. With platform-based technology we can connect online and offline platforms, enterprise management systems, and government systems. In our research, first we examined the problems of the existing ERP systems, and second we discussed all basic tasks of our $ERP^+$ system. We also designed several modules for this platform-based system and system network. Our results showed that a platform-based $ERP^+$ system can effectively manage the information and the human/material resources, by using O2O (online to offline) technic. Even different systems can be integrated effectively. It can reduce the costs of enterprise management activities, enhance the enterprise competitiveness.

• 대한임베디드공학회논문지
• /
• 제8권2호
• /
• pp.69-78
• /
• 2013

As vehicles become more intelligent for safety and convenience of drivers, in-vehicle networking systems such as controller are network (CAN) have been widely used due to increasing number of electronic control unit (ECU). Recently, FlexRay was developed to replace CAN protocol in chassis networking systems, to remedy the shortage of transmission capacity and unsatisfactory real-time transmission delay of conventional CAN. However, it is difficult for vehicle network designers to calculate platform configuration registers (PCR) and determine a base cycle or slot length of FlexRay. To assist vehicle network designers for designing FlexRay cluster, this paper presents automatic field bus exchange format (FIBEX) generation algorithm from CANdb information, which is de-facto standard database format for CAN. To design this program, structures of FIBEX, CANdb and relationship among PCR variables are analyzed.

• 한국공작기계학회논문집
• /
• 제17권3호
• /
• pp.1-7
• /
• 2008

This paper describes the kinematics which is a new type of parallel manipulator, and the neural network is applied to solving the forward kinematics problem. The parallel manipulator called it as a Stewart platform has an easy and unique solution about the inverse kinematics. However, the forward kinematics is difficult to get a solution because of the lack of an efficient algorithm caused by its highly nonlinearity. This paper proposes the neural network scheme of an Newton-Raphson method alternatively. It is found that the neural network can be improved its accuracy by adjusting the offset of the obtained result.

• 한국콘텐츠학회논문지
• /
• 제9권12호
• /
• pp.528-536
• /
• 2009

일정 수준의 서비스 품질, 보안, 양방향성, 신뢰성 등을 제공하는 관리된 IP 기반의 네트워크에서 멀티미디어 서비스를 주로 수행하는 IPTV 서비스는 최근 상용화 서비스 제공으로 인해 그 중요성이 증가하고 있다. 그러나 IPTV 서비스 사업자들의 주요 서비스들이 폐쇄형 플랫폼에 의존하고 있어 개인형, 개방형 서비스를 통해 언제, 어디서나, 어떤 디바이스 환경에서도 콘텐츠를 생산하고 동시에 소비하는 IPTV 서비스의 본래 취지를 충족하지 못하고 있다. 본 논문에서는 개방형 IPTV 서비스 플랫폼을 제안하여 개인이나 소규모 사업자가 쉽게 콘텐츠를 생산하고 기존의 IPTV 망에 종속되지 않은 상태에서 서비스를 제공할 수 있는 방안을 제공하였다. 제안된 플랫폼은 제한적인 네트워크 및 프로세스 자원에서 서비스를 지원할 수 있는 오버레이 멀티캐스트 전송 방법과 콘텐츠의 품질을 보장하기 위해 사용하는 콘텐츠 전달 네트워크(Content Delivery Network)와 유사한 전송 방법을 동시에 적용하였다. 제안 IPTV 플랫폼은 성능 시험을 통해 전송되는 콘텐츠의 품질, 콘텐츠 전송량 및 채널 Zapping Time에서 개방형 서비스 플랫폼으로서의 가능성을 보여 주었으며, 향후 지속적인 기능 및 사용자 인터페이스의 개선을 통해 개방형 IPTV 플랫폼을 이용한 IPTV 서비스를 제공할 수 있음을 보여 주고 있다.

• 인터넷정보학회논문지
• /
• 제10권2호
• /
• pp.85-98
• /
• 2009

최근 들어 SaaS기반 이동형 개인 맞춤 소프트웨어 플랫폼에 관한 연구 및 개발이 활발해지고 있다. 이러한 플랫폼들은 다양한 사용자의 OS를 만족시키기 위해 최적화된 가상머신이 필수적으로 요구된다. 또한 다양한 Host OS에서 내부, 외부 네트워크 간에 빠르고 안정적인 서비스를 지원 함으로서 사용자의 작업환경 이동성을 보장해야 한다. 이를 위해 가상머신은 다양한 관점에서의 성능 측정이 필요하다. 하지만 기존 연구에서 가상머신의 성능 측정은 Host 컴퓨터에 설치된 VM에 Guest OS를 설치하여 이를 하나의 컴퓨터로 간주하고, 외부의 클라이언트에서 네트워크 성능을 측정한다. 이는 이동형 개인 맞춤 소프트웨어 플랫폼을 위한 가상머신 성능 측정에 적합하지 않다. 본 논문은 SaaS기반 이동형 개인 맞춤 소프트웨어 플랫폼을 위한 최적화된 가상머신을 선정하기 위해서 네트워크 성능 측정 방법과 측정된 결과 분석을 통한 최적화된 가상머신을 제안한다.

• Journal of Advanced Marine Engineering and Technology
• /
• 제39권5호
• /
• pp.577-585
• /
• 2015

This paper deals with development of an autopilot system for leisure yacht based on NMEA 2000 network and android platform. The developed system can operate both for manual steering and automatic navigation mode. In automatic steering mode, after manipulation of commands which are NMEA 0183 sentences by android platform, the developed system translates and sends the packets through NMEA 2000 network. Then the controller which is connected to NMEA 2000 network receives the commands and controls the boat's rudder system automatically. The automatic steering mode is achieved by cooperation of two controllers; one for controlling the rudder system, and the other for controlling the vessel's heading. To control the vessel's rudder and heading angle two PID controllers are developed with an adjustable dead-band gain. Also, in order to eliminate the steady-state error occurred by applying dead-band, an integral controller which specifically supervises the system's behavior inside the dead-band area is developed. In this paper, at the first stage, simulations are accomplished using computer in order to examine the feasibility of the proposed based on simulation results. In the next step, the system on a real hydraulic steering model is implemented and at the end the performance examination by implementing it on a real boat and doing test navigation is executed.

• International journal of advanced smart convergence
• /
• 제13권1호
• /
• pp.108-113
• /
• 2024

The purpose of this study is to analyze user perceptions of tourism platforms through big data. Data were collected from Naver, Daum, and Google as big data analysis channels. Using semantic network analysis with the keyword 'tourism platform,' a total of 29,265 words were collected. The collection period was set for two years, from August 31, 2021, to August 31, 2023. Keywords were analyzed for connected networks using TexTom and Ucinet programs for social network analysis. Keywords perceived by tourism platform users include 'travel,' 'diverse,' 'online,' 'service,' 'tourists,' 'reservation,' 'provision,' and 'region.' CONCOR analysis revealed four groups: 'platform information,' 'tourism information and products,' 'activation strategies for tourism platforms,' and 'tourism destination market.' This study aims to expand and activate services that meet the needs and preferences of users in the tourism field, as well as platforms tailored to the changing market, based on user perception, current status, and trend data on tourism platforms.

• 대한전기학회:학술대회논문집
• /
• 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
• /
• pp.288-290
• /
• 2004

Networked Digital Recorder(NDR) Platform is a system that owns contents jointly between tv viewers connected by the broadcast broadband convergence network. NDR suggests a new content distribution chain model that users can receive broadcast contents, share contents and sends contents by convergence network. This paper looks at the system requirements, service model and the overall system architecture of NDR platform.

• 한국정보통신설비학회:학술대회논문집
• /
• 한국정보통신설비학회 2004년도 하계학술대회
• /
• pp.63-66
• /
• 2004

지난 20 년간 전송 시스템은 음성 위주의 트래픽을 위해 발전해 왔다. 그러나 1990년대 말부터 시작된 인터넷 붐에 따라 이제는 데이터 트래픽이 주 서비스로 전환되었다. 이에 따라 음성 위주로 개발되어 왔던 전송 시스템은 데이터 서비스를 수신하기 위한 여러 가지 기술들을 채택하기 시작하였다. 즉 회선 기반의 서비스에서 패킷 기반의 서비스로 전환되고 있는 것이다. MSPP, Multi Service Provisioning Platform,은 이를 적용시키는 전반적인 기술을 적용한 시스템에 대한 일반적인 단어이다. 이 글에서는 MSPP 에서 거론되는 기술들에 대해 살펴 보기로 한다.