• 제목/요약/키워드: knowledge-base

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관심 커뮤니티 추천을 위한 시스템 질의를 지원하는 온톨로지 기반 시맨틱 블로그 모델 (An Ontology-based Semantic Blog Model for Supporting System Queries to Recommend Interest Community)

  • 양경아;양재동;최완
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제35권4호
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    • pp.219-233
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    • 2008
  • 본 논문에서는 계층화된 개념 지식인 온톨로지를 블로그 환경에 적용함으로써 시스템 관리자가 블로그 공간(Blogosphere)을 체계적으로 분석, 관리할 수 있는 온톨로지 기반 시맨틱 블로그 모델을 제안한다. 제안 모델에서 시스템 관리자는 온톨로지 용어 사이에 설정된 다양한 관계성 링크를 추적하고 분석함으로써, 블로그 사용자들이 다양한 관점에 따라 유기적으로 원하는 블로그 자원에 접근할 수 있도록 지원한다. 즉, 블로그 들간에 이루어지는 상호작용 활동을 파악하고 상호작용을 기반으로 동적으로 관심커뮤니티를 형성해주며, 시스템은 이를 적절한 사용자들에게 추천 방식으로 제공해 주는 기능을 지원한다. 제안 모델의 지원 기능을 체계화하기 위해 본 논문에서는 1) 블로그 환경에 사용되는 자원과 관련된 정보를 객체와 관계성으로 표현한 뒤 2) 이들을 대상으로 구조적 연산을 지원하는 일련의 연산자 집합 및 이들간의 조합으로 구현되는 시스템 질의 처리 과정을 정형화한다.

인공지능 왓슨 기술과 보건의료의 적용 (Artificial Intelligence Technology Trends and IBM Watson References in the Medical Field)

  • 이강윤;김준혁
    • 의학교육논단
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    • 제18권2호
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    • pp.51-57
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    • 2016
  • This literature review explores artificial intelligence (AI) technology trends and IBM Watson health and medical references. This study explains how healthcare will be changed by the evolution of AI technology, and also summarizes key technologies in AI, specifically the technology of IBM Watson. We look at this issue from the perspective of 'information overload,' in that medical literature doubles every three years, with approximately 700,000 new scientific articles being published every year, in addition to the explosion of patient data. Estimates are also forecasting a shortage of oncologists, with the demand expected to grow by 42%. Due to this projected shortage, physicians won't likely be able to explore the best treatment options for patients in clinical trials. This issue can be addressed by the AI Watson motivation to solve healthcare industry issues. In addition, the Watson Oncology solution is reviewed from the end user interface point of view. This study also investigates global company platform business to explain how AI and machine learning technology are expanding in the market with use cases. It emphasizes ecosystem partner business models that can support startup and venture businesses including healthcare models. Finally, we identify a need for healthcare company partnerships to be reviewed from the aspect of solution transformation. AI and Watson will change a lot in the healthcare business. This study addresses what we need to prepare for AI, Cognitive Era those are understanding of AI innovation, Cloud Platform business, the importance of data sets, and needs for further enhancement in our knowledge base.

유비쿼터스 서비스를 위한 서비스 지향 센서 네트워크 온톨로지 (Service-Oriented Wireless Sensor Networks Ontology for Ubiquitous Services)

  • 김정희;권훈;김도현;곽호영
    • 한국정보통신학회논문지
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    • 제12권5호
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    • pp.971-978
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    • 2008
  • 본 논문은 미래의 유비쿼터스 컴퓨팅에서 지식 데이터 베이스로 활용될 수 있는 서비스 지향 무선센서 네트워크 온톨로지 모델을 설계한다. 기존의 접근방식과 달리 본 논문은 사용자 중심의 서비스가 가능하도록 서비스 항목에 초점을 두고, 새로운 서비스 클래스(ServiceProperty, LocationProperty, PhysicalProperty)들과 이들에 대한 속성, 그리고 제한사항들을 정의하였다. 또한 기존 온톨로지(GML, SWE, SensorML, SUMO, OntoSensor)들과의 병합은 서비스항목들만을 고려하여 OWL의 오브젝트 프로퍼티인 "equivalentClass"을 사용하여 처리하였다. 제안된 모델의 설계와 타당성 검증은 각각 Protege 3.3.1과 추론 도구인 Racer 1.9.0을 이용하였으며, SPARQL 질의어를 사용하여 기존 온톨로지 내의 속성과 관계없이 새롭게 정의된 속성을 사용한 서비스 검색 결과를 제시하였다.

중세 이슬람 도서관 연구 (A Study on the Islamic Libraries in the Middle Ages)

  • 윤희윤
    • 한국도서관정보학회지
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    • 제50권3호
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    • pp.1-22
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    • 2019
  • 서양사회는 중세를 '암흑시대'로 폄하해 왔다. 그러나 중세 천년을 주도한 이슬람이 종이와 제지술, 아랍 번역본을 서양에 전파하지 않았다면 희랍 라틴어 번역과 전수, 구텐베르크 인쇄술, 종교개혁, 르네상스는 태동할 수 없었다. 그들은 고대 지식문명 파괴자가 아니라 복원과 부활의 주역이었다. 그 거점이 무슬림 공동체로 회자되는 모스크와 이슬람 도서관(지혜의 집)이다. 이에 본 연구는 중세 이슬람 왕조의 성립과 아라비아 반도, 아프리카, 이베리아 반도를 지배하는 과정에서 등장한 이슬람 도서관을 추적했다. 이를 위하여 왕실이 주도한 칼리프 도서관, 모스크에 병설된 공공도서관, 재상과 학자 등이 설립한 개인도서관으로 대별한 후 중세 이슬람 도시인 다마스쿠스, 메카, 바그다드, 알레포, 코르도바, 카이로, 페스, 튀니스 등의 주요 도서관 흔적을 중심으로 역사와 발전, 역할과 기능, 인류문명에 미친 영향과 중요성, 침체와 쇠퇴 등을 분석했다.

난소과자극증후군의 예방에 관한 한의 임상 연구 고찰 (Review for Clinical Studies of Oriental Medicine on the Prevention of Ovarian Hyperstimulation Syndrome)

  • 구수정;황덕상;이진무;이창훈;장준복
    • 대한한방부인과학회지
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    • 제33권1호
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    • pp.1-18
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    • 2020
  • Objectives: This review is aimed at assessing the efficacy and effectiveness of oriental medicine for the prevention of Ovarian Hyperstimulation Syndrome (OHSS) through literature research and overview. Methods: Database searching was conducted to identify relevant randomized controlled trials (RCTs) on oriental medicine for the prevention of Ovarian Hyperstimulation Syndrome. Studies were searched from Journal of Korean Obstetrics and Gynecology, Korean studies Information Service System, Korean Medical Database, China National Knowledge Infrastructure, Cochrane library, PubMed and EmBase up to 7th November, 2019. Results: Ten RCTs were finally selected. Eight studies intervened with oral Chinese herb medicine, one is intervened with Chinese medicine enema and the other with acupuncture. Eight studies concluded that intervention with oriental medicine significantly decreased OHSS incidence. Five studies showed significantly higher pregnancy rate in the intervention groups. Two studies reported higher ovulation rate and other two studies showed more maturated eggs than the control groups. Four studies showed opposite results in serum Estradiol level. Vascular Endothelial Growth Factor level was significantly lower in the intervention groups in two studies. Conclusions: From ten studies, oriental medicine reduced OHSS incidence rate and showed preventable effectiveness. Further strictly designed studies and acupuncture intervened studies are needed to establish evidences.

정보화사회의 교육 패러다임으로서 구성주의 -본질과 교육적 적용- (Constructivism : A Shifting Paradigm for Educational Practice in Information Society)

  • 황희숙
    • 수산해양교육연구
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    • 제10권1호
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    • pp.100-113
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    • 1998
  • The information society is characterized by rapidly increasing and changing information. Traditional models of learning and instruct on have emphasized forms of mastering the information in content domains. Storing information and being able to recall it has been central to formal education. But it is no longer possible to master content domains. This paper discusses constructivism as a shifting paradigm for educational research and practice in information society. Constructivism provides an alternative epistemological base to the objectivist tradition. Constructivism holds that there is a real world that we experience. However, the argument is that meaning is imposed on the world by us, rather than existing in the world independently of us. Meaning is seen as rooted in experience. The experience in which an idea is embedded is critical to the individual's understanding of that idea. From the constructivist perspective, learning is not a stimulus-response phenomenon. It requires self-regulation and the building of conceptual structures through reflection and abstraction. Problems are not solved by the retrieval of rote-learned right answers. The effective motivation to continue learning can be fostered by leading students to experience the pleasure that is inherent in solving problems chosen as one's own. Constructivism requires the change of the teacher's role from a knowledge transmitter to a coach or facilitator of student's understanding. Constructivist teachers inquire about students' understanding of concepts before sharing their own understandings of those concepts, and encourage students to engage in dialogue, both with them arid with one another. In Korea, the educational reform called open education has been spreading through out the country. There should be a paradigm shift in learning and instruction from objectivism to constructivism for better educational reform in Korea.

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만성 질병환자를 위한 CDSS를 적용한 PHR 시스템 (CDSS enabled PHR system for chronic disease patients)

  • 마크불 후세인;와자하트 알리 칸;무하마드 아프잘;탁디르 알리;이승룡
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2012년도 추계학술발표대회
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    • pp.1321-1322
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    • 2012
  • With the advance of Information Technology (IT) and dynamic requirements, diverse application services have been provided for end users. With huge volume of these services and information, users are required to acquire customized services that provide personalized information and decision at particular extent of time. The case is more appealing in healthcare, where patients wish to have access to their medical record where they have control and provided with recommendation on the medical information. PHR (Personal Health Record) is most prevailing initiative that gives secure access on patient record at anytime and anywhere. PHR should also incorporate decision support to help patients in self-management of their diseases. Available PHR system incorporates basic recommendations based on patient routine data. We have proposed decision support service called "Smart CDSS" that provides recommendations on PHR data for diabetic patients. Smart CDSS follows HL7 vMR (Virtual Medical Record) to help in integration with diverse application including PHR. PHR shares patient data with Smart CDSS through standard interfaces that pass through Adaptability Engine (AE). AE transforms the PHR CCR/CCD (Continuity of Care Record/Document) into standard HL7 vMR format. Smart CDSS produces recommendation on PHR datasets based on diabetic knowledge base represented in shareable HL7 Arden Syntax format. The Smart CDSS service is deployed on public cloud over MS Azure environment and PHR is maintaining on private cloud. The system has been evaluated for recommendation for 100 diabetic patients from Saint's Mary Hospital. The recommendations were compared with physicians' guidelines which complement the self-management of the patient.

의학교육에서의 에듀테크(EdTech)의 활용과 효과 (Applications and Effects of EdTech in Medical Education)

  • 홍현미;김영전
    • 의학교육논단
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    • 제23권3호
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    • pp.160-167
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    • 2021
  • Rapid developments in technology as part of the Fourth Industrial Revolution have created a demand for educational technology (EdTech) and a gradual transition from traditional teaching and learning to EdTech-assisted learning in medical education. EdTech is a portmanteau (blended word) combining the concepts of education and technology, and it refers to various attempts to solve education-related problems through information and communication technology. The aim of this study was to explore the use of key EdTech applications in medical education programs. A scoping review was conducted by searching three databases (PubMed, CINAHL, and Educational Sources) for articles published from 2000 to June 2021. Twenty-one studies were found that presented relevant descriptions of the effectiveness of EdTech in medical education programs. Studies on the application and effectiveness of EdTech were categorized as follows: (1) artificial intelligence with learner-adaptive evaluation and feedback, (2) augmented/virtual reality for improving learning participation and academic achievement through immersive learning, and (3) social media/social networking services with learner-directed knowledge generation, sharing, and dissemination in medical communities. Although this review reports the effectiveness of EdTech in various medical education programs, the number of studies and the validity of the identified research designs are insufficient to confirm the educational effects of EdTech. Future studies should utilize suitable research designs and examine the instructional objectives achievable by EdTech-based applications to strengthen the evidence base supporting the application of EdTech by medical educators and institutions.

Study and Evaluation of Tourism Websites based on User Perspective

  • Shrestha, Deepanjal;Wenan, Tan;Rajkarnikar, Neesha;Shrestha, Deepmala;Jeong, Seung Ryul
    • 인터넷정보학회논문지
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    • 제22권4호
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    • pp.65-82
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    • 2021
  • A well-designed website is mandatory for good marketing and proper tourism business. This research considers Nepal as a domain of study and specifically explores welcomenepal.com, the official tourism portal as a reference for the study. The work is based on the study of the existing literature, user-survey, and technical testing of the website using open-source testing tools to identify user perspective, design issues, website architecture and design quality of the tourism website. A population size of 400 respondents, which consist of both domestic and international tourist, are considered for the survey. Data is received from 360 respondents, which is analyzed using statistical tests like Cronbach's alpha, Pearson's correlation, cross-tabulations, bars charts and graphs to draw inferences and consclusion. The software-based test results serve as another important parameter for the evaluation of the current official website. This study brings out core needs of the tourist in terms of expectations from a tourism website and access technical quality of the current portal to provide necessary feedback and suggestions. The government officials, business houses, and web designers can utilize this work as a knowledge base to build tourism websites, which are user-centric. Further, the work is specifically important for Nepal government and tourism officials to identify shortcomings in their current website and make improvements for better design and user adaptability in future.

마음챙김 훈련을 위한 모바일 인터페이스 디자인 (A Study on UI/UX design of mobile application of Mindfulness)

  • 오준엽;마정이;남상규;김완석;이주엽
    • 한국융합학회논문지
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    • 제9권11호
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    • pp.179-192
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    • 2018
  • 본 연구는 디지털 미디어를 활용한 비공식 명상 기반의 훈련 애플리케이션을 제안하고, 이를 통해 향후 마음챙김 훈련의 UI/UX디자인 개발의 기초 자료로써 활용되는 것을 목적으로 한다. 이를 위해 마음챙김에 대한 사용자 인식을 분석하기 위해 트위터 데이터 기반의 텍스트 분석과 전문가 인터뷰를 진행하였다. 또한 기존 출시된 애플리케이션이 제공하는 기능이 훈련으로써 실효성이 있는지 확인하고자 세분화하여 분류하고, 이에 대한 평가를 바탕으로 문제점을 도출하였다. 그 결과, 비공식 명상기반의 훈련 서비스의 필요성을 도출하였다. 그에 따라 비공식 명상기반의 마음챙김 훈련 프로세스에 적합한 디자인 프로세스를 선정하고, 훈련 효과의 증대를 위해 심리학과 긍정컴퓨팅(positive computing) 연구를 사용자 경험 설계에 활용하여 애플리케이션 디자인에 적용하였다. 최종적으로 프로토타입 디자인을 진행하고, 향후 진행될 마음챙김 훈련 서비스의 UI/UX 디자인 개발 연구에 활용될 수 있는 점을 제언하여 후속 연구와 서비스 개발에 기여할 수 있다고 판단한다.