• 제목/요약/키워드: knowledge-based services

검색결과 905건 처리시간 0.022초

의료 지식 관리 시스템을 위한 프레임워크 연구 (The Study on Framework for Healthcare Knowledge Management System)

  • 이상영;이명희
    • 한국컴퓨터산업학회논문지
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    • 제5권7호
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    • pp.729-736
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    • 2004
  • 최근 몇 년간 의료 부문에 있어서의 지식 관리의 중요성이 대두되고 있다. 따라서 의료 조직들은 지식 관리 전력을 적용하고자 노력하고 있다. 이에 본 논문에서는 의료 부문에서 지식 관리 부족 문제를 지원하기 위하여 공용적인 의료 관리를 위한 지식 관리 프레임워크를 제시한다. 이러한 프레임워크는 애플리케이션과 서비스의 두 개의 영역으로 구성된다. 즉 지능 에이전트 기반의 지식 관리 애플리케이션 영역과 전력적인 시각화, 계획과 연합 정보 서비스 영역으로 구성된다.

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교사 대상 심폐소생술 및 자동제세동기 교육의 효과 (The effects of cardiopulmonary resuscitation and automated external defibrillator education for school teachers)

  • 박정미
    • 한국응급구조학회지
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    • 제17권2호
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    • pp.29-41
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    • 2013
  • Purpose : The purpose of this study was to investigate the effectiveness of cardiopulmonary resuscitation (CPR) and automated external defibrillator (AED) education for school teachers by questionnaire survey including the knowledge, self-efficacy and skills of CPR and AED after basic life support (BLS) education. Methods : The subjects were school teachers who participated in BLS education from 24 Nov. to 1 Dec. 2012. They completed the self-reported questionnaire based on BLS skill checklist. Results : There was a statistically significant increase in the knowledge(p <.001), self-efficacy (p <.001) and skills(p <.001) of CPR and AED after BLS education. The correlation existed conspicuously between knowledge versus self-efficacy(r =.409, r =.387), knowledge versus skill(r =.442, r =.084), and self-efficacy versus skills (r =-.148, r =.047) of CPR and AED before and after BLS education. Conclusion : After BLS education, most of the participants found the program was easy and useful to perform. Participants had the willingness to do CPR and AED and wanted to teach BLS to others. It is necessary to provide BLS education for school teachers by systematic approach.

119 구급대원의 영유아에 대한 응급처치 현황 및 응급처치 지식과 수행 자신감 비교 (Prehospital care and knowledge, prehospital care confidence toward the infant and toddlers of the 119 emergency medical technicians)

  • 송은혜;이경열
    • 한국응급구조학회지
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    • 제19권1호
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    • pp.19-33
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    • 2015
  • Purpose: The purpose of this study was to improve the quality of prehospital care provided to infants and toddlers (preschoolers) based on questionnaire findings. Methods: A total of 1,634 running sheets from 119 centers of D city from patients older than 1 month and less than 7 years of age from January 1, 2013 to December 31, 2013 were reviewed for 119 emergency medical technicians (EMTs) activity analysis. And a self-reported questionnaire about knowledge and competency in prehospital care of preschoolers was completed by 159 EMTs at fire stations in D city. Data were analyzed using IBM SPSS Statistics for Windows, Version 21.0. Results: Of 1,634 patients, 58.6% were call to 119 due to disease, 33.8% due to injuries and 7.5% due to traffic accident. Knowledge and confidence in treating preschoolers was significantly higher among paramedic EMTs than basic EMTs. The 119 EMTs surveyed indicated that training for preschooler prehospital care was most needed. Conclusion: In order to provide high quality prehospital care for preschoolers transported to emergency rooms, it is necessary to equip ambulances with the proper equipment. In addition, EMTs should be provided educational opportunities and clinical training.

시니어의 생성형AI 서비스 이용의도에 영향을 미치는 요인 (Factors Influencing Seniors' Behavioral Intention of Generative AI Services)

  • 성명철;동학림
    • 벤처혁신연구
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    • 제7권2호
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    • pp.41-56
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    • 2024
  • 최근들어 ChaGPT를 비롯한 생성형AI서비스가 화두가 되고 있다. 디지털 네이티브인 Z세대 뿐만 아니라 디지털 이민자인 시니어들도 관심을 가지고 있는 서비스이다. 이러한 시점에서 시니어를 대상으로 생성형AI 서비스 이용의도에 영향을 미치는 요인에 대해 실증분석을 하였다. 이를 위해 시니어를 대상으로 설문조사를 실시하였으며 유효한 250부를 분석에 활용하였다. 본 연구에서는 시니어의 기술수용에 관한 연구모형인 MATOA(Model for the Adoption of Technology by Older Adults)를 토대로 성과기대, 노력기대, 사회적영향, 사전지식, 시니어의 생리적노화현상 및 생성형AI서비스의 환각을 독립변수로 설정했다. 분석은 다중회귀분석방법을 사용하였다. 실증분석결과는 다음과 같다. 성과기대와 사회적영향은 시니어의 생성형AI서비스 이용의도에 유의한 정(+)의 영향을 미쳤다. 또한 사전지식은 시니어의 생성형AI 서비스 이용의도에 유의한 정(+)의 영향을 미쳤고 생리적노화현상은 유의한 부(-)의 영향을 미쳤다. 한편, 노력기대 및 AI 환각(hallucinations)이 시니어의 생성형AI 서비스 이용의도에 미치는 유의한 영향 관계는 검정되지 않았다. 영향을 미치는 변인의 영향력 순서는 성과기대, 사회적영향, 사전지식, 생리적노화현상 순이었다. 이러한 연구결과를 토대로 학술적 및 실무적 시사점을 제시하였다.

Intelligent Healthcare Service Provisioning Using Ontology with Low-Level Sensory Data

  • Khattak, Asad Masood;Pervez, Zeeshan;Lee, Sung-Young;Lee, Young-Koo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권11호
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    • pp.2016-2034
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    • 2011
  • Ubiquitous Healthcare (u-Healthcare) is the intelligent delivery of healthcare services to users anytime and anywhere. To provide robust healthcare services, recognition of patient daily life activities is required. Context information in combination with user real-time daily life activities can help in the provision of more personalized services, service suggestions, and changes in system behavior based on user profile for better healthcare services. In this paper, we focus on the intelligent manipulation of activities using the Context-aware Activity Manipulation Engine (CAME) core of the Human Activity Recognition Engine (HARE). The activities are recognized using video-based, wearable sensor-based, and location-based activity recognition engines. An ontology-based activity fusion with subject profile information for personalized system response is achieved. CAME receives real-time low level activities and infers higher level activities, situation analysis, personalized service suggestions, and makes appropriate decisions. A two-phase filtering technique is applied for intelligent processing of information (represented in ontology) and making appropriate decisions based on rules (incorporating expert knowledge). The experimental results for intelligent processing of activity information showed relatively better accuracy. Moreover, CAME is extended with activity filters and T-Box inference that resulted in better accuracy and response time in comparison to initial results of CAME.

계층형 및 네트워크형 지식지도의 사용자 관점 성능 비교 (User-oriented Performance Comparison between Hierarchical and Networked Knowledge)

  • 장기태;유기동
    • 지식경영연구
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    • 제22권3호
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    • pp.75-89
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    • 2021
  • 지식지도는 상호참조적 네비게이션 방식의 지식 탐색, 즉 내용적 연관성을 갖는 연관지식에 대한 교차적이고 순차적인 검색 및 조회를 지원할 수 있어야 한다. 본 연구는 계층형 및 네트워크형 지식지도 중 어떤 유형의 지식지도가 문제 풀이에 필요한 지식 탐색을 지원하는 데에 우월한 성능을 나타내는가를 사용자 관점에서 규명하는 테스트를 수행한다. 테스트 결과, 정답률을 이용하여 파악한 효과성과 문제 풀이 완료시간 및 참고 문서 수를 이용하여 파악한 효율성 모두 네트워크형 지식지도가 우월한 성능을 보임이 확인되었다. 본 연구에서 규명한 네트워크형 지식지도를 이용한 지식 검색 및 조회 방식의 우월성은 보다 사용자 친화적이고 합리적인 지식서비스 개발에 응용될 수 있다.

A Framework for measuring query privacy in Location-based Service

  • Zhang, Xuejun;Gui, Xiaolin;Tian, Feng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권5호
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    • pp.1717-1732
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    • 2015
  • The widespread use of location-based services (LBSs), which allows untrusted service provider to collect large number of user request records, leads to serious privacy concerns. In response to these issues, a number of LBS privacy protection mechanisms (LPPMs) have been recently proposed. However, the evaluation of these LPPMs usually disregards the background knowledge that the adversary may possess about users' contextual information, which runs the risk of wrongly evaluating users' query privacy. In this paper, we address these issues by proposing a generic formal quantification framework,which comprehensively contemplate the various elements that influence the query privacy of users and explicitly states the knowledge that an adversary might have in the context of query privacy. Moreover, a way to model the adversary's attack on query privacy is proposed, which allows us to show the insufficiency of the existing query privacy metrics, e.g., k-anonymity. Thus we propose two new metrics: entropy anonymity and mutual information anonymity. Lastly, we run a set of experiments on datasets generated by network based generator of moving objects proposed by Thomas Brinkhoff. The results show the effectiveness and efficient of our framework to measure the LPPM.

설명기반 유전자알고리즘을 활용한 경영성과 데이터베이스이 데이터마이닝 (Data-Mining in Business Performance Database Using Explanation-Based Genetic Algorithms)

  • 조성훈;정민용
    • 경영과학
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    • 제18권1호
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    • pp.135-145
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    • 2001
  • In recent environment of dynamic management, there is growing recognition that information and knowledge management systems are essential for efficient/effective decision making by CEO. To cope with this situation, we suggest the Data-Miming scheme as a key component of integrated information and knowledge management system. The proposed system measures business performance by considering both VA(Value-Added), which represents stakeholder’s point of view and EVA (Economic Value-Added), which represents shareholder’s point of view. To mine the new information & Knowledge discovery, we applied the improved genetic algorithms that consider predictability, understandability (lucidity) and reasonability factors simultaneously, we use a linear combination model for GAs learning structure. Although this model’s predictability will be more decreased than non-linear model, this model can increase the knowledge’s understandability that is meaning of induced values. Moreover, we introduce a random variable scheme based on normal distribution for initial chromosomes in GAs, so we can expect to increase the knowledge’s reasonability that is degree of expert’s acceptability. the random variable scheme based on normal distribution uses statistical correlation/determination coefficient that is calculated with training data. To demonstrate the performance of the system, we conducted a case study using financial data of Korean automobile industry over 16 years from 1981 to 1996, which is taken from database of KISFAS (Korea Investors Services Financial Analysis System).

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도서관 자원관리의 변화와 웹기반 멀티미디어 지식컨텐츠 관리방안에 관한 연구 (A Study on the Change in Library Resources Management and Scheme of Web-based Multimedia Knowledge Contents Management)

  • 문경화;남태우
    • 한국도서관정보학회지
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    • 제33권1호
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    • pp.121-141
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    • 2002
  • 본 연구에서는 웹기반 멀티미디어 정보환경에서 자원관리 패러다임 변화와 함께 도서관의 장서관리가 지식컨텐츠관리로 변화할 필요성을 제시하였다. 효율적인 웹 컨텐츠관리는 개인별 맞춤화 서비스를 제공함으로서 궁극적으로 이용자 만족을 최대화 할 수 있다. 특히, 메타브라우징 방식을 이용한 컨텐츠 맞춤화 서비스는 이용자 개인이 일하는 핵심컨텐츠만을 집중 서비스함으로서 이용자 만족의 극대화에 기여한다. 본 연구에서는 이와같이 이용자의 만족을 강화하기 위한 웹 기반 멀티미디어 지식컨텐트 관리방안에 대해서 관리요소와 서비스방안을 중심으로 연구하였다.

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보건소 영유아 영양사업 실태와 보건소 종사자와 영유아모의 영양사업 요구도 (Status and Needs for Nutrition Services for Infants and Preschoolers among Public Health Center Workers and Infants Mothers)

  • 구재옥;최경숙
    • 대한지역사회영양학회지
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    • 제6권3호
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    • pp.354-360
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    • 2001
  • This study was carried out to investigate the present status of nutrition services for infants in public health centers and the need for nutrition services of health workers and infants mothers. The study subjects were 146 health workers and 197 infants mothers. The results were as follows : At present, the only major nutrition services for infants were vaccination and dental care. Proper nutrition management services were available to infants. Nutrition knowledge scores were 16.8 for health workers and 15.3 for mothers out of 20 possible points. Health workers strongly demanded a well-organized nutrition education program, government support, audio-visual materials and the employment of a community nutritionist. The public health workers, in particular, demanded the development of education programs for breastfeeding and weaning. The infants mothers demanded services of nutrition information and teaching of cooking and menu planning. Based on this, the results suggest that the employment of a community nutritionist and the development of practical nutrition service programs for infants are needed very urgently for public health centers.

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