• Title/Summary/Keyword: 지능형 플랫폼

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An Analysis on the Educational Needs for the Smart Farm: Focusing on SMEs in Jeon-nam Area (중소·중견기업의 스마트팜 교육 수요 분석: 전남지역을 중심으로)

  • Hwang, Doo-hee;Park, Geum-Ju
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.649-655
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    • 2020
  • This study determined effective educational strategies by investigating and analyzing the related educational demands for SMEs (small and medium-sized enterprises) in the 4th Industrial Revolution based area of smart farms. In order to derive the approprate educational strategies, Importance-Performance Analysis (IPA) and Borich's Needs Assessment Model were conducted based on the smart farm technological field. As a result, the education demand survey showed high demand for production systems and intelligent farm machinery. In detail, Borich's analysis showed the need for pest prevention and diagnosis technology (8.03), network and analysis SW linkage technology (7.83), and intelligent farm worker-agricultural power system-electric energy hybrid technology (7.43). In contrast, smart plant factories (4.09), lighting technology for growth control (4.46) and structure construction technology (4.62) showed low demands. Based on this, the IPA portfolio shows that the network and analysis SW linkage technology and the CAN-based complex center are urgently needed. However, the technology that has already been developed, such as smart factory platform development, growth control lighting technology and structure construction technology, was oversized. Based on these results, it is possible to strategically suggest the customized training programs for industrial sectors of SMEs that reflect the needs for efficiently operating smart farms. This study also provides effective ways to operate the relevant training programs.

Dynamic Generation of Courseware in the Web-based ITS (웹 기반 ITS에서의 동적 코스웨어 생성)

  • 김정화;우종우
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10b
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    • pp.559-561
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    • 2001
  • 현재 웹 기반 교육시스템 (Web-based Educational System WES)은 웹이 플랫폼 독립적이라는 점과 장소와 시간에 대해 자유롭다는 점을 가지고 급성장하고 있으며, 활발히 연구되고 있는 분야이다. 초기의 WES 시스템들은 코스웨어의 정적인 구성과 상호작용성의 부족 등의 문제점들이 있었으나 최근에는 학습자 개개인의 능력에 따라 적응력 있는 학습을 제시하는 연구 방향과 기존 단독형 ITS에서 연구된 결과를 웹 기반으로 적용하려는 두 가지 연구방향으로 접근하고 있다. 본 논문에서는 기존 ITS의 연구결과를 웹 기반 시스템에 적용하여 보다 지능적이며, 적응력 있는 웹 기반 교육시스템을 목표로 이를 설계 및 구현하였다. 특히 시스템의 여러 모듈 중, 교수 계획기의 설계 및 구현을 설명한다. 또한, 교수 계획기는 학습의 효과를 상승시키기 위한 방안으로, 학습자가 학습상황을 시각적으로 선택 및 이해할 수 있게 도와줄 수 있는 curriculum map 개념으로 설계되었다.

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An Efficient and Intelligent Multi-Agents System for GIS and ITS (GIS와 ITS 서비스를 위한 효율적인 다중 에이전트 시스템)

  • Roh, Sang-Kyum;Kim, Shin-Dug
    • Annual Conference of KIPS
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    • 2000.10a
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    • pp.661-664
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    • 2000
  • 본 연구에서는 인터넷을 기반으로 하고 GIS(Geographical Information System)와 ITS(Intelligent Transportation System)제어 응용을 고려 한 컴퓨팅 플랫폼으로 EIMAS(Efficient and Intelligent Multi-Agent System)을 제안한다. GIS 와 관련 활용 시스템들은 개방형 지리 정보 처리 상호 운용 개념이 확산되면서 물리적으로 분산된 환경을 가지지게 되었고 이러한 분산 환경에서 프로그램개발과 사용자의 요구에 서비스를 효과적으로 제공하기 위하여, GIS와 이와 연계한 GI(Geographical Information) 활용시스템들의 각기 다른 구성 요소들을 통합하는 시스템이 요구된다. GIS 와 GIS Application으로 ITS(Intelligent Transportation System)위한 Java Mobile Agent와 Multiple Agent System 인 EIMAS를 플렛폼으로 제안한다. 이 시스템은 GIS 시스템과 ITS 시스템에 제공되는 Agent가 활동하는 플레이스 위에서 에이전트가 목적과 워크에 적합한 효율적인 워크플로우를 생성하여 시간 효율적이고 지능적인 분산. 병렬처리를 수행하는 플렛폼을 설계한다.

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IoT(M2M) 기술 동향 및 발전 전망

  • Pyo, Cheol-Sik;Gang, Ho-Yong;Kim, Nae-Su;Bang, Hyo-Chan
    • Information and Communications Magazine
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    • v.30 no.8
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    • pp.3-10
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    • 2013
  • 사물인터넷(IoT: Internet of Things)은 지능화된 사물들이 연결되는 네트워크를 통해 사람과 사물 (물리 또는 가상), 사물과 사물간에 상호 소통하고 상황인식 기반의 지식이 결합되어 지능적인 서비스를 제공하는 글로벌 인프라이며, 2017년 2,900억 달러 시장이 예측되는 스마트 폰 이후 유망기술이며 모바일, 클라우드, 빅데이터 기술 등과 융합하여 초연결사회의 핵심이 될 전망이다. IoT의 성공적인 실현을 위해서는 데이터 분석 및 추론, 개방형 시맨틱 플랫폼, 고신뢰 네트워크, 센서-스마트 단말 인터렉션 및 협업, 에너지 하베스팅, 스마트센서 등의 핵심기술 개발과 글로벌 표준화, 정보보호, 사생활 침해 우려 등의 장애 극복을 위해 IoT 생태계 참여자 모두의 협력이 필요하다.

Automobile Control Framework and application using eCos-based TMO Engines (TMO-eCos 기반의 무인자동차 제어 프레임워크와 응용)

  • kim Hyun-Joo;Seo Han-Seok;kim Seng -Jin;kim Jung-Guk
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.811-813
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    • 2005
  • 무인 자동차 시스템과 같은 실시간 제어 환경에서는 각종 센서의 상황에 대한 주기적인 폴링, 실시간 스케줄링, 병행 메소드의 지원 실시간 병행 접근 제어 등과 같은 환경이 요구된다. 본 논문에서는 micro 내장형 운영체제상의 실시간 객체 엔진으로 개발한 TMO-eCos를 기반으로, TMO를 이용한 무인 자동차 제어프레이워크와 이를 활용한 응용 모델에 대해 기술한다. TMO 모델을 이용한 무인 자동차 제어 프레임워크는 실시간 제어 시스템 개발을 위한 객체 기반의 규격적 환경을 제공하여, 최근 국내외적으로 많은 연구가 진행되고 있는 지능헝 실시간 로봇 제어소프트웨어의 기본 플랫폼으로 활용될 수 있을 것이다.

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Automotive-IT System Platform Technology for Advanced Fusion Development (Automotive-IT 융합시스템 플랫폼 기술에 대한 연구)

  • Choi, Byung-Kwan;Moon, Nam-mee
    • Annual Conference of KIPS
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    • 2011.11a
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    • pp.1061-1062
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    • 2011
  • 21 세기의 자동차 IT 융합 기술은 이동수단의 차량 운송 기술을 넘어 IT 첨단화 기술로 성장하고 있으며, 전장기술과 함께 정보통신 IT 분야의 핵심기술로 자리잡고 있다. 특히, 스마트-폰과 연계한 이동통신기술의 발달로 유,무선통신 및 인터넷을 결합한 유비쿼터스 컴퓨팅 기술이 급속히 발전하고 있음에 따라 Automotive-IT 첨단기술은 시간과 장소의 한계를 극복하여 언제 어디서나 자동차내에서 또는 통합관제 운용시스템을 통하여 운행정보와 ITS 지능형자동차 기술로 발전시킬 수 있는 것이다. 본 논문에서는 자동차 응용기술을 통하여 IT 융,복합기술로 급성장하고 있는 자동차 Automotive-IT 응용기술에 대한 향후 연구기술 방안을 제안한다.

Design of Middleware Framework for Radar-based Intrusion Detection and Tracking (레이더 기반 침입 탐지 및 추적을 위한 미들웨어 프레임워크 설계)

  • Lee, Kyu-Ran;Jung, Ho;Kim, Tae-Ho;Maeng, Ji Chan;Ryu, Min-Soo
    • Annual Conference of KIPS
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    • 2011.11a
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    • pp.1308-1310
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    • 2011
  • 실내용 IR-UWB 레이더를 기반한 침입 탐지, 추적 시스템을 지원하기 위한 미들웨어 설계를 제안한다. 이 미들웨어의 설계는 다수의 측정 구역으로부터 받은 연속적인 데이터의 관리에 초점이 있다. 효율적인 데이터 관리를 위해 레이더 소프트웨어 플랫폼을 기능적으로 구분하여 설계하고 연동하였다.

Can Generative AI Replace Human Managers? The Effects of Auto-generated Manager Responses on Customers (생성형 AI는 인간 관리자를 대체할 수 있는가? 자동 생성된 관리자 응답이 고객에 미치는 영향)

  • Yeeun Park;Hyunchul Ahn
    • Knowledge Management Research
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    • v.24 no.4
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    • pp.153-176
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    • 2023
  • Generative AI, especially conversational AI like ChatGPT, has recently gained traction as a technological alternative for automating customer service. However, there is still a lack of research on whether current generative AI technologies can effectively replace traditional human managers in customer service automation, and whether they are advantageous in some situations and disadvantageous in others, depending on the conditions and environment. To answer the question, "Can generative AI replace human managers in customer service activities?", this study conducted experiments and surveys on customer online reviews of a food delivery platform. We applied the perspective of the elaboration likelihood model to generate hypotheses about whether there is a difference between positive and negative online reviews, and analyzed whether the hypotheses were supported. The analysis results indicate that for positive reviews, generative AI can effectively replace human managers. However, for negative reviews, complete replacement is challenging, and human managerial intervention is considered more desirable. The results of this study can provide valuable practical insights for organizations looking to automate customer service using generative AI.

An Ontology Model for Public Service Export Platform (공공 서비스 수출 플랫폼을 위한 온톨로지 모형)

  • Lee, Gang-Won;Park, Sei-Kwon;Ryu, Seung-Wan;Shin, Dong-Cheon
    • Journal of Intelligence and Information Systems
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    • v.20 no.1
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    • pp.149-161
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    • 2014
  • The export of domestic public services to overseas markets contains many potential obstacles, stemming from different export procedures, the target services, and socio-economic environments. In order to alleviate these problems, the business incubation platform as an open business ecosystem can be a powerful instrument to support the decisions taken by participants and stakeholders. In this paper, we propose an ontology model and its implementation processes for the business incubation platform with an open and pervasive architecture to support public service exports. For the conceptual model of platform ontology, export case studies are used for requirements analysis. The conceptual model shows the basic structure, with vocabulary and its meaning, the relationship between ontologies, and key attributes. For the implementation and test of the ontology model, the logical structure is edited using Prot$\acute{e}$g$\acute{e}$ editor. The core engine of the business incubation platform is the simulator module, where the various contexts of export businesses should be captured, defined, and shared with other modules through ontologies. It is well-known that an ontology, with which concepts and their relationships are represented using a shared vocabulary, is an efficient and effective tool for organizing meta-information to develop structural frameworks in a particular domain. The proposed model consists of five ontologies derived from a requirements survey of major stakeholders and their operational scenarios: service, requirements, environment, enterprise, and county. The service ontology contains several components that can find and categorize public services through a case analysis of the public service export. Key attributes of the service ontology are composed of categories including objective, requirements, activity, and service. The objective category, which has sub-attributes including operational body (organization) and user, acts as a reference to search and classify public services. The requirements category relates to the functional needs at a particular phase of system (service) design or operation. Sub-attributes of requirements are user, application, platform, architecture, and social overhead. The activity category represents business processes during the operation and maintenance phase. The activity category also has sub-attributes including facility, software, and project unit. The service category, with sub-attributes such as target, time, and place, acts as a reference to sort and classify the public services. The requirements ontology is derived from the basic and common components of public services and target countries. The key attributes of the requirements ontology are business, technology, and constraints. Business requirements represent the needs of processes and activities for public service export; technology represents the technological requirements for the operation of public services; and constraints represent the business law, regulations, or cultural characteristics of the target country. The environment ontology is derived from case studies of target countries for public service operation. Key attributes of the environment ontology are user, requirements, and activity. A user includes stakeholders in public services, from citizens to operators and managers; the requirements attribute represents the managerial and physical needs during operation; the activity attribute represents business processes in detail. The enterprise ontology is introduced from a previous study, and its attributes are activity, organization, strategy, marketing, and time. The country ontology is derived from the demographic and geopolitical analysis of the target country, and its key attributes are economy, social infrastructure, law, regulation, customs, population, location, and development strategies. The priority list for target services for a certain country and/or the priority list for target countries for a certain public services are generated by a matching algorithm. These lists are used as input seeds to simulate the consortium partners, and government's policies and programs. In the simulation, the environmental differences between Korea and the target country can be customized through a gap analysis and work-flow optimization process. When the process gap between Korea and the target country is too large for a single corporation to cover, a consortium is considered an alternative choice, and various alternatives are derived from the capability index of enterprises. For financial packages, a mix of various foreign aid funds can be simulated during this stage. It is expected that the proposed ontology model and the business incubation platform can be used by various participants in the public service export market. It could be especially beneficial to small and medium businesses that have relatively fewer resources and experience with public service export. We also expect that the open and pervasive service architecture in a digital business ecosystem will help stakeholders find new opportunities through information sharing and collaboration on business processes.

Transmission Control Method of Beacon Signal Based on Bluetooth of Lower Electric Power (저 전력 블루투스 기반 비콘 신호 전송 제어 방법)

  • Oh, Am-suk
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1136-1141
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    • 2016
  • IoT technology has been used as a core technology of convergence service that needs intelligent information processing, and the importance is largely emerging now. And internal network construction thru IoT interaction device can connect with IoT device effectively, provide diverse services by connection with open platform. Especially, beacon that is based on low electric power bluetooth device is receiving attention as one of core technology of IoT. Beacon technology is utilized widly in various fields of industry, and there are lot of demands in the specific environment and conditions beyond the basic function. On this thesis, the authors are proposing the beacon device that utilized acceleration sensor and hole sensor. this beacon device can control the target on specific situation thru sensing of moving target. For the more, we will expect to apply to the various type of factory environments like detachable installation, optimized management using sensor.