• Title/Summary/Keyword: 보건정보융합

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A Study on the Product Planning Model based on Word2Vec using On-offline Comment Analysis (온·오프라인 댓글 분석이 활용된 Word2Vec 기반 상품기획 모델연구)

  • Ahn, Yeong-Hwi;Jung, Jin-Young;Park, Koo-Rack
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.79-80
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    • 2021
  • 인터넷은 우리 경제를 디지털 경제로 변화시키며 전자상거래도 증가하고 있다. 따라서 구매자가 전자상거래에서 남기는 긍정적인, 부정적인 상품평은 상품기획의 주요 정보가 될 수 있다. 본 논문에서는 버티컬 무소음 마우스 10,000개에 대한 정형화된 데이터셋을 Word2Vec을 이용하여 유사도 분석, 온라인 상품평 빈도분석 상위 50개 단어를 제시하여 실제 상품을 사용한 후 설문조사 시행을 하였다. 온라인 상품평 유사도 분석결과 클릭 키워드에 대한 장점으로 통증(.986), 디자인(.982)가 분석되었으며 단점은 적응(.866), 불편(.854)이었다. 오프라인 상품평에서는 장점으로 디자인(17명), 단점으로 불편(11명)이었다. 또한 온라인과 오프라인의 상품평을 비교함으로써 구매자의 긍정, 부정의 의미를 교차 확인하여 유의미한 정보를 제시 하였다고 볼수 있다. 따라서 본 연구에서 제시하는 상품기획 프로세스를 신상품 개발 및 기존 상품의 개선 전략으로 적용할 수 있겠다.

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A user interface design of the health QR code system in China (중국 보건 QR 코드 시스템의 사용자 인터페이스 설계)

  • Zhu, Qiming;Pan, Young-Hwan
    • Journal of the Korea Convergence Society
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    • v.12 no.1
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    • pp.37-47
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    • 2021
  • In the pandemic era, smart medical technology has also been applied to prevent and control diseases such as COVID-19. Health QR code system shave sparked recent discussion in the hopes of improving its convenience and safety. The many types of current health QR code systems in China exists causes inconvenience to those that are vulnerable, as well as raising the issue of personal information protection. In order to solve this problem, this paper proposes transparent integration of the health QR code systems and the process of protecting personal information, as well as designs an interface for user convenience. Through the method presented in this paper and the newly designed interface, users can enjoy the smart pharmaceutical system more conveniently and safely, and ensure effective results in the prevention and control of diseases that are likely to spread.

A Study on Civil Complaint Communication Service Model Based on Public Data -Focusing on Communication Between Teacher and Student's Parents- (공공데이터 기반 민원 소통 서비스 모델에 관한 연구 - 교사와 학부모 간 소통을 중심으로 -)

  • ChangIk Oh;Taekryong Han;Jihoon Choi;Dongho Kim
    • Convergence Security Journal
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    • v.23 no.4
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    • pp.53-59
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    • 2023
  • Various problems are occurring as teachers and student's parents communicate directly through mobile phones. In this study, a service model was proposed that allows teachers and student's parents to communicate through SNS platforms without knowing each other's mobile phone numbers. In the civil complaint communication service model proposed in this study provides, communication key sets are provided as public data, and a commonly used SNS platform uses the relevant relationship information to implement communication. This model also has expandability that can be applied not only to teachers, but also to ① officers who need to communicate with the parents of soldiers, ② nursing, health and nursing care personnel who frequently contact patient caregivers, and ③ welfare officials.

Product Planning using Sentiment Analysis Technique Based on CNN-LSTM Model (CNN-LSTM 모델 기반의 감성분석을 이용한 상품기획 모델)

  • Kim, Do-Yeon;Jung, Jin-Young;Park, Won-Cheol;Park, Koo-Rack
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.427-428
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    • 2021
  • 정보통신기술의 발달로 전자상거래의 증가와 소비자들의 제품에 대한 경험과 지식의 공유가 활발하게 진행됨에 따라 소비자는 제품을 구매하기 위한 자료수집, 활용을 진행하고 있다. 따라서 기업은 다양한 기능들을 반영한 제품이 치열하게 경쟁하고 있는 현 시장에서 우위를 점하고자 소비자 리뷰를 분석하여 소비자의 정확한 소비자의 요구사항을 분석하여 제품기획 프로세스에 반영하고자 텍스트마이닝(Text Mining) 기술과 딥러닝(Deep Learning) 기술을 통한 연구가 이루어지고 있다. 본 논문의 기초자료가 되는 데이터셋은 포털사이트의 구매사이트와 오픈마켓 사이트의 소비자 리뷰를 웹크롤링하고 자연어처리하여 진행한다. 감성분석은 딥러닝기술 중 CNN(Convolutional Neural Network), LSTM(Long Short Term Memory) 조합의 모델을 구현한다. 이는 딥러닝을 이용한 제품기획 프로세스로 소비자 요구사항 반영, 경제적인 측면, 제품기획 시간단축 등 긍정적인 영향을 미칠 것으로 기대한다.

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Study on National Protected Health Information for Secondary Use and De-identification (의료정보의 2차 이용을 위한 국내 비식별화 대상 정보에 관한 연구)

  • Kim, Cheoljung;Yeo, Kwangsoo;Lee, Pilwoo;In, Hanjin;Moon, Byeongjoo;Song, Kyoungtaek;Yu, Khigeun;Baek, Jongil;Kim, Soonseok
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.6 no.8
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    • pp.15-23
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    • 2016
  • Recently the interest in secondary use of medical information has emerged. But the domestic legislation or guidelines, such as being able to say that already specialize in healthcare information, can be seen a 'national medical privacy guidelines'. However the guidelines have suggested that only a violation of privacy laws in the medical information, it does not defined clearly with respect to protected health information(PHI) for secondary use. In this paper, we learn the HIPAA(Health Insurance Portability and Accountability Act) Privacy Rule of the US legislation which provides a non-identifiable screen instructions for secondary utilization of medical information, domestic guidelines and other country's guidelines. comparing with the HIPAA, national medical privacy guidelines and the domestic studies, we propose a new domestic target non-identifying information suitable for the domestic field and present future research direction.

A Study on the Prevalence and Risk of Hyperuricemia according to Sitting time and High-Risk Drinking by Occupational group (직업군별 좌식시간과 고위험음주에 따른 고요산혈증의 유병률과 위험도에 관한 연구)

  • Jeon, Yeong-Eun;Kang, Min-Ju;Choi, Jung-Min;Jung, Deuk;Lee, Jongseok
    • Journal of Convergence for Information Technology
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    • v.11 no.7
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    • pp.278-287
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    • 2021
  • This study was conducted to analyze with a focus on gender whether the prevalence of hyperuricemia varies depending on sitting time and high-risk drinking by occupational group. For this study, the Korea National Health and Nutrition Examination Survey data were used, and 16,366 people were selected. The chi-square independence test and logistic regression model were used as the analysis method. The prevalence and risk of hyperuricemia by sitting time were different in the 'agricultural, forestry and fishery skilled workers' only in men. On the other hand, the prevalence with high-risk drinking, both men and women showed differences in 'managers, experts and related workers' and 'office worker'. Also, only women have differences in 'service and sales workers', 'technicians, equipment, machine operation and assembly workers' and 'unemployed'. These results inform men have a higher prevalence and risk of hyperuricemia and suggest that health care policies and medical services are needed to prevent it by occupational group.

Design and Implementation of Mobile Medical Information System Based Radio Frequency IDentification (RFID 기반의 모바일 의료정보시스템의 설계 및 구현)

  • Kim, Chang-Soo;Kim, Hwa-Gon
    • Journal of radiological science and technology
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    • v.28 no.4
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    • pp.317-325
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    • 2005
  • The recent medical treatment guidelines and the development of information technology make hospitals reduce the expense in surrounding environment and it requires improving the quality of medical treatment of the hospital. That is, with the new guidelines and technology, hospital business escapes simple fee calculation and insurance claim center. Moreover, MIS(Medical Information System), PACS(Picture Archiving and Communications System), OCS(Order Communicating System), EMR(Electronic Medical Record), DSS(Decision Support System) are also developing. Medical Information System is evolved toward integration of medical IT and situation si changing with increasing high speed in the ICT convergence. These changes and development of ubiquitous environment require fundamental change of medical information system. Mobile medical information system refers to construct wireless system of hospital which has constructed in existing environment. Through RFID development in existing system, anyone can log on easily to Internet whenever and wherever. RFID is one of the technologies for Automatic Identification and Data Capture(AIDC). It is the core technology to implement Automatic processing system. This paper provides a comprehensive basic review of RFID model in Korea and suggests the evolution direction for further advanced RFID application services. In addition, designed and implemented DB server's agent program and Client program of Mobile application that recognized RFID tag and patient data in the ubiquitous environments. This system implemented medical information system that performed patient data based EMR, HIS, PACS DB environments, and so reduced delay time of requisition, medical treatment, lab.

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Self-Perception Halitosis of Firefighters and the Halitosis-Relevant Fused Factors (소방공무원의 구취자각과 관련 융합요인)

  • Lee, Mi-Ra;Jung, Su-Jin;Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.7 no.3
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    • pp.37-46
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    • 2017
  • The purpose of this study was to determine halitosis perception status of firefighters and identify the factors related to halitosis; for this purpose, a survey was conducted in 241 firefighters in Daejeon, obtaining the following results: First. The higher level of smoking and alcohol intake, the more likely to perceive halitosis; all of those with a general disease perceived halitosis; and the more stress, the more likely to perceive halitosis. Second, The respondents who brushed their teeth three times a day, who spent 1~2 minutes in brushing their teeth, who failed to wash their tongue, and who had never received oral health education were most likely to perceive halitosis. And third. such factors as age, the amount of tongue coating, and dry mouth affected halitosis perception status. Firefighters' halitosis perception is related to several factors. For this reason, emphasis is placed on the need to develop a program for helping firefighters prevent halitosis and remove oral symptoms and to give education for good oral health management.

A Study on the Relationship between Oral Health Promotion Behavior and Oral Symptoms According to Dietary Life of Adolescents (청소년들의 식생활에 따른 구강건강증진행위와 구강증상과의 관련성 융합연구)

  • Park, Sin-Young;Lim, Sun-A
    • Journal of Convergence for Information Technology
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    • v.10 no.11
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    • pp.251-256
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    • 2020
  • This study aims to investigate the relationship between oral health promotion behavior and oral symptoms according to the dietary life of adolescents through the 15th(2019) online survey of Youth Health Behavior. According to the study, the number of tooth brush(day) was significant with all dietary life, caffeine and eating habit education experience were significant with all oral health promotion behavior, use of oral health device was significant with fruit, vegetable, sealant experience was significant with fruit, fastfood, vegetable, scaling experience was significant with fruit and oral education experience was significant with fruit, soda, fastfood, vegetable. Toothbreak was significant fruit, soda, fastfood, pain and bleeding were significant with caffeine, fastfood, vegetable, eating habit education experence, bad breath was significant with fruit, caffeine, vegetable. Therefore, dietary life should be considered for the management of oral health promotion behaviors and oral symptoms of adolescents.

Convergence Factors Influencing Attitude Toward Advance Directive in Healthcare Workers (의료종사자의 사전의료의향서에 대한 태도에 미치는 융합적 영향요인)

  • Jeong, Eun;Jung, Mi-Ra
    • Journal of Convergence for Information Technology
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    • v.9 no.10
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    • pp.244-253
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    • 2019
  • This study was a descriptive study to investigate the effects of healthcare workers' consciousness of biomedical ethics, recognition of good death, and self-esteem on attitude toward advance directive. Participants in this study were 292 healthcare workers in the three general hospitals located Y city. The data were collected from April 2 to April 23, 2019 and analyzed descriptive statistics, t-test, one-way ANOVA, Pearson correlation coefficient, and multiple regression using the SPSS Win. 22.0 program. The result of the multiple regression indicates the intention to awareness regarding advance directives, intention to execute advance directives, time to complete advance directives and recognition of good death predict 23.5% (F=12.39, P=.000) of attitudes toward advance directives. Therefore, it is necessary to develop a program to establish attitudes toward advance directives by providing education on recognition of good death of healthcare workers.