• Title/Summary/Keyword: 지능형 DB

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Development of Fire Engine Travel Time Estimation Model for Securing Golden Time (골든타임 확보를 위한 소방차 통행시간 예측모형 개발)

  • Jang, Ki-hun;Cho, Seong-Beom;Cho, Yong-Sung;Son, Seung-neo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.1-13
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    • 2020
  • In the event of fire, it is necessary to put out the fire within a golden time to minimize personal and property damages. To this end, it is necessary for fire engines to arrive at the site quickly. This study established a fire engine travel time estimation model to secure the golden time by identifying road and environmental factors that influence fire engine travel time in the case of fire by examining data on fire occurrence with GIS DB. The study model for the estimation of fire engine travel time (model 1) covers variables by applying correlation analysis and regression analysis with dummy variables and predicts travel time for different types of places where fire may occur (models 2, 3, 4). Analysis results showed that 17 siginificant independent variables are derived in model 1 and the fire engine travel time differs depending on the types of places where fire occurs. Key variables(travel distance, number of lane, type of road) that are included commonly in the 4 models were identified. Variables identified in this study can be utilized as indicators for research related to travel time of emergency vehicles and contribute to securing the golden time for emergency vehicles.

The Effects of Customer Relationship Management on the Management Performance of Senior Club Market-type Senior Jobs in Internet Environment (사물인터넷 환경에서 시니어클럽 시장형 노인일자리사업의 고객관계관리(CRM)가 경영성과에 미치는 영향)

  • Lee, Jin-Yoel;Youn, Ki-Hyok
    • Journal of Internet of Things and Convergence
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    • v.7 no.3
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    • pp.39-46
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    • 2021
  • This study aims to empirically analyze the effect of CRM on the management performance of senior club market type senior job business. The purpose of this study was to provide basic data for the economic income creation of senior club market type senior job project. The results of this study are as follows: First, as a result of verifying the difference in management performance according to sociodemographic characteristics, there was a difference in age, academic background, and monthly average income. Second, the contact service and communication of senior club market type senior job business had a positive effect on the management performance. Based on the results of this study, the following suggestions are made. First, the database(DB) should be constructed reflecting the personal characteristics of consumers and the big data and artificial intelligence analysis should be utilized. Second, education using Internet environment such as YouTube and ZOOM should be strengthened and communication management should be strengthened based on information collected through customer monitoring.

A Study on the Intelligent Document Processing Platform for Document Data Informatization (문서 데이터 정보화를 위한 지능형 문서처리 플랫폼에 관한 연구)

  • Hee-Do Heo;Dong-Koo Kang;Young-Soo Kim;Sam-Hyun Chun
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.24 no.1
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    • pp.89-95
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    • 2024
  • Nowadays, the competitiveness of a company depends on the ability of all organizational members to share and utilize the organizational knowledge accumulated by the organization. As if to prove this, the world is now focusing on ChetGPT service using generative AI technology based on LLM (Large Language Model). However, it is still difficult to apply the ChetGPT service to work because there are many hallucinogenic problems. To solve this problem, sLLM (Lightweight Large Language Model) technology is being proposed as an alternative. In order to construct sLLM, corporate data is essential. Corporate data is the organization's ERP data and the company's office document knowledge data preserved by the organization. ERP Data can be used by directly connecting to sLLM, but office documents are stored in file format and must be converted to data format to be used by connecting to sLLM. In addition, there are too many technical limitations to utilize office documents stored in file format as organizational knowledge information. This study proposes a method of storing office documents in DB format rather than file format, allowing companies to utilize already accumulated office documents as an organizational knowledge system, and providing office documents in data form to the company's SLLM. We aim to contribute to improving corporate competitiveness by combining AI technology.

A Study on Developing Traffic Data Converting Algorithm for FM DARC (FM DARC용 교통정보 변환알고리즘 개발)

  • Lee, Bong-Gyu
    • Journal of Korea Spatial Information System Society
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    • v.2 no.2 s.4
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    • pp.39-48
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    • 2000
  • The purpose of this study is to develop a converting algorithm for providing real-time traffic information through the FM DARC(DAta Radio Channel). The converting algorithm based on the GIS node-link system enables raw traffic data to be a standard traffic information. The standard traffic information in data quality, quantity and format is an essential to construct the FM DARC traffic information system effectively. We have developed the algorithm and applied it to the FM DARC system. After introducing FM DARC briefly, this paper presents GIS DB, the converting algorithm and the client/server FM DARC system.

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A study on ontology design for NCS "Application SW Engineering" supporting intelligent knowledge management and search reasoning (NCS "응용SW엔지니어링" 직무의 지식 관리 및 검색추론 지원을 위한 온톨로지 설계 연구)

  • Jin, Youngl-Goun;Lee, Won-Goo
    • Journal of the Korea Convergence Society
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    • v.8 no.9
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    • pp.17-23
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    • 2017
  • The National Competency Standards (NCS) is a standard that allows korea to efficiently organize the training of national talents by systematically classifying the knowledge, skills, and attitudes necessary for the job of industry groups. Ontology is a discipline that allows the abstract information in the human concept to be expressed in a form that enables computing to be done. There is a need to formalize the knowledge management by converting the NCS system currently stored in the simple DB into an ontology. This study design and implement NCS ontology for the task of "Application SW Engineering" among vast NCS jobs, enabling intelligent knowledge management and inference search of the job. In addition, it provides consistency with the formalization specification of the learning contents structure of the competency unit elements of the job, and provides the basis for extension to the whole NCS job ontology.

Distributed REID Information Service Architecture for Ubiquitous Logistics (유비쿼터스 물류를 위한 분산형 RFID 정보서비스 구조)

  • Lee, Jae-Won;Lee, Young-Koo
    • Journal of Intelligence and Information Systems
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    • v.11 no.2
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    • pp.105-121
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    • 2005
  • To realize a ubiquitous logistics management system using the smart object of Electronic Product Code(EPC) enabled RFID tag, the design and management of RFID Information Service is very important. RFID Information Service searches, transfers and responds to the other's PML request, but Physical Markup Language (PML) data management between trading system elements has issues of standardization of PML data description and processing, and problems of data traffic and communication time overload because of the innate distributed characteristics. As a complementary study, this research analyzes the usage patterns and data types of PML. On that analysis we provide a design of the distributed RFID Information Service architecture of PML data management that is using DB middleware. Standalone and Integrated type of RFID IS were proposed.

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A Design and Implementation of Data Registry for sharing data elements of Intelligent Building Systems (지능형 빌딩 시스템의 데이터 요소 공유를 위한 데이터 레지스트리의 설계와 구현)

  • Kim, Chang-Yong;Kim, Sheung-Kown
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2000.04a
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    • pp.562-565
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    • 2000
  • A data registry is a physical place to keep characteristics of classes of objects exist in the real world when they are chosen to record as data. It provides a centralized directory to describe the meaning, representation, and identification of data elements and their values. It assists to prevent redundancy and to preserve common understanding about the data described in a metadata set. In this paper, we investigate and classify various components of IBS(Intelligent Building Systems), specially HVAC in Building Automation Systems. We present IBSDR(Intelligent Building Systems Data Registry) model that specifies not only the detailed information on data elements but also the process of documenting data in IBS. It functions as the medium to create the data sharing environment to maintain exact meaning of data for every data elements so that database management designers or related users can create and exchange their DB without major modification. It also serves as a clearinghouse for information about IBS data. So all users can freely retrieve from and register data elements to IBSDR based on ISO/IEC 11179 through World Wide Web.

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Book Management Program Using Smart Phones (스마트폰을 이용한 도서관리 프로그램)

  • Jeong, Kil-Hyun;Lee, Jong-Jin;Kim, Jong-Young;Kim, So-Hee;Kim, Ho-Hun;Um, Yi-Seul
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2011.01a
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    • pp.93-96
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    • 2011
  • 스마트폰(Smart Phone)은 휴대폰과 개인휴대단말기(PDA)의 장점을 결합한 인터넷 통신과 정보검색 등 컴퓨터 지원 기능을 추가한 지능형 단말기이다. 이것은 사용자가 원하는 어플리케이션을 설치할 수 있는 특징이 있다. 본 논문에서는 대중화 되어가고 있는 스마트폰과 QR(Quick Response) Code를 이용하여 대학 내의 학생들이 도서를 간편하게 관리할 수 있는 프로그램을 구현하였다. 이 프로그램은 로그인을 위한 고객등록, 로그인을 통한 도서정보 등록, 등록된 도서 검색으로 구성되었고, 도서정보가 스마트폰 내에 있는 DB에 저장된다. 도서 등록 시에는 도서의 ISBN 번호와 웹뷰를 이용한 도서 최저가 확인 및 저장이 가능하다. 이와 같은 도서 정보관리가 ISBN 번호와 QR code로 나타남으로서 사용자에게 스마트폰을 이용한 편리한 서비스를 제공할 수 있게 하였다.

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Simulation test model for intelligent energy management system (인텔리전트 에너지 관리 시스템을 위한 시뮬레이션 테스트 모델 기술)

  • Park, Yong-Kuk;Kang, Jeong-Hun;Lim, Ho-Jung;Ko, Won-Sik;Choi, Tae-Jun;Lee, Min-Goo
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.620-622
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    • 2009
  • 기존의 지능형 홈은 주거환경에서의 사용자의 편의성이 중심이 된 IT기술 기반의 홈 네트워크 중심 기술이었기 때문에 에너지 절감 측면에서의 기술 적용은 거의 이루어지지 않았으며 적용된 기술 또한 기술적 수준이 매우 미흡하였다. 본 논문에서는 이러한 주택 환경에서 에너지 절감 효율을 끌어올리기 위한 요소 인프라 기술을 유도해 내기 위해 실제 사용자의 생활 행위 패턴을 에너지 절감을 위한 구성 요소로 파악하여 실제 이러한 생활 패턴을 정형화 할 수 있는 데이터 베이스를 구축하기 위한 할 수 있는 테스트 모델을 셋업하였다. 이를 위해 복도, 출입구 그리고 현재 근무 중인 테이블에 조도 센서와 인체 감지 센서를 설치하였는데 조도 센서와 인체감지 센서는 하나의 그룹을 이루며 생활패턴을 파악하고 조도 값에 따라 실내등을 소등할 수 있도록 한다. 개개의 센서 노드에서 수집된 센싱 데이터는 브릿지에 있는 베이스 노드로 수집되고 이는 인터넷망을 통해 서버로 전달되어 DB 구축되어 진다. 이러한 시뮬레이션 테스트 모델을 통해 에너지 소비 상태를 파악하고 정형화 함으로써 에너지 절감을 위한 기술 구현이 가능해 진다.

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An exploratory study for the development of a education framework for supporting children's development in the convergence of "art activity" and "language activity": Focused on Text mining method ('미술'과 '언어' 활동 융합형의 아동 발달지원 교육 프레임워크 개발을 위한 탐색적 연구: 텍스트 마이닝을 중심으로)

  • Park, Yunmi;Kim, Sijeong
    • Journal of the Korea Convergence Society
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    • v.12 no.3
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    • pp.297-304
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    • 2021
  • This study aims not only to access the visual thought-oriented approach that has been implemented in established art therapy and education but also to integrate language education and therapeutic approach to support the development of school-age children. Thus, text mining technique was applied to search for areas where different areas of language and art can be integrated. This research was conducted in accordance with the procedure of basic research, preliminary DB construction, text screening, DB pre-processing and confirmation, stop-words removing, text mining analysis and the deduction about the convergent areas. These results demonstrated that this study draws convergence areas related to regional, communication, and learning functions, areas related to problem solving and sensory organs, areas related to art and intelligence, areas related to information and communication, areas related to home and disability, topics, conceptualization, peer-related areas, integration, reorganization, attitudes. In conclusion, this study is meaningful in that it established a framework for designing an activity-centered convergence program of art and language in the future and attempted a holistic approach to support child development.